From ef3b3ab97c02df351209a023bd143f2032717d73 Mon Sep 17 00:00:00 2001 From: Haoyu Sun Date: Wed, 18 Mar 2026 23:21:52 +0100 Subject: [PATCH 1/3] use wheels from RHOAI 3.3 index Signed-off-by: Haoyu Sun --- .tekton/lightspeed-service-pull-request.yaml | 24 +- .tekton/lightspeed-service-push.yaml | 24 +- Containerfile | 104 +- Makefile | 6 + README.md | 257 +- build.args | 5 +- ols/src/llms/providers/provider.py | 8 +- pyproject.toml | 5 +- redhat.repo | 8547 +----------------- requirements-build.txt | 143 + requirements.hashes.source.txt | 735 ++ requirements.hashes.wheel.txt | 278 + requirements.hermetic.txt | 3 + requirements.overrides.txt | 28 + requirements.txt | 1999 ---- rpms.in.yaml | 4 +- rpms.lock.yaml | 388 +- scripts/generate-rpm-lock.sh | 49 + scripts/konflux_requirements.sh | 121 + ubi.repo | 62 - uv.lock | 576 +- 21 files changed, 1998 insertions(+), 11368 deletions(-) create mode 100644 requirements-build.txt create mode 100644 requirements.hashes.source.txt create mode 100644 requirements.hashes.wheel.txt create mode 100644 requirements.hermetic.txt create mode 100644 requirements.overrides.txt delete mode 100644 requirements.txt create mode 100755 scripts/generate-rpm-lock.sh create mode 100755 scripts/konflux_requirements.sh delete mode 100644 ubi.repo diff --git a/.tekton/lightspeed-service-pull-request.yaml b/.tekton/lightspeed-service-pull-request.yaml index 9ce159a1a..9a516ec6a 100644 --- a/.tekton/lightspeed-service-pull-request.yaml +++ b/.tekton/lightspeed-service-pull-request.yaml @@ -34,7 +34,29 @@ spec: - name: build-source-image value: 'true' - name: prefetch-input - value: '[{"type": "rpm", "path": "."}, {"type": "pip", "path": ".", "allow_binary": "true"}]' + value: | + [ + { + "type": "rpm", + "path": "." + }, + { + "type": "pip", + "path": ".", + "requirements_files": [ + "requirements.hashes.wheel.txt", + "requirements.hashes.source.txt", + "requirements.hermetic.txt" + ], + "requirements_build_files": ["requirements-build.txt"], + "binary": { + "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,attrs,certifi,cffi,click,colorama,cryptography,dataclasses-json,deprecated,distlib,distro,durationpy,faiss-cpu,filetype,frozenlist,fsspec,grpcio,h11,h2,hf-xet,hpack,httpcore,httpx,httpx-sse,hyperframe,idna,jinja2,jiter,jmespath,joblib,jsonpatch,jsonschema,jsonschema-specifications,langchain-community,marshmallow,mcp,mpmath,multidict,mypy-extensions,nest-asyncio,networkx,numpy,oauthlib,orjson,packaging,pandas,pillow,portalocker,prometheus-client,propcache,psycopg2-binary,pyasn1-modules,pycparser,pydantic,pydantic-core,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,requests-toolbelt,rpds-py,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,sympy,threadpoolctl,tiktoken,tokenizers,torch,tqdm,transformers,triton,typing-extensions,typing-inspect,typing-inspection,tzdata,urllib3,uuid-utils,websocket-client,xxhash,yarl,zipp,zstandard,uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25", + "os": "linux", + "arch": "x86_64,aarch64", + "py_version": 312 + } + } + ] - name: hermetic value: 'true' - name: build-args-file diff --git a/.tekton/lightspeed-service-push.yaml b/.tekton/lightspeed-service-push.yaml index 68b1dbb3a..f3c1000f6 100644 --- a/.tekton/lightspeed-service-push.yaml +++ b/.tekton/lightspeed-service-push.yaml @@ -33,7 +33,29 @@ spec: - name: build-source-image value: 'true' - name: prefetch-input - value: '[{"type": "rpm", "path": "."}, {"type": "pip", "path": ".", "allow_binary": "true"}]' + value: | + [ + { + "type": "rpm", + "path": "." + }, + { + "type": "pip", + "path": ".", + "requirements_files": [ + "requirements.hashes.wheel.txt", + "requirements.hashes.source.txt", + "requirements.hermetic.txt" + ], + "requirements_build_files": ["requirements-build.txt"], + "binary": { + "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,attrs,certifi,cffi,click,colorama,cryptography,dataclasses-json,deprecated,distlib,distro,durationpy,faiss-cpu,filetype,frozenlist,fsspec,grpcio,h11,h2,hf-xet,hpack,httpcore,httpx,httpx-sse,hyperframe,idna,jinja2,jiter,jmespath,joblib,jsonpatch,jsonschema,jsonschema-specifications,langchain-community,marshmallow,mcp,mpmath,multidict,mypy-extensions,nest-asyncio,networkx,numpy,oauthlib,orjson,packaging,pandas,pillow,portalocker,prometheus-client,propcache,psycopg2-binary,pyasn1-modules,pycparser,pydantic,pydantic-core,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,requests-toolbelt,rpds-py,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,sympy,threadpoolctl,tiktoken,tokenizers,torch,tqdm,transformers,triton,typing-extensions,typing-inspect,typing-inspection,tzdata,urllib3,uuid-utils,websocket-client,xxhash,yarl,zipp,zstandard,uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25", + "os": "linux", + "arch": "x86_64,aarch64", + "py_version": 312 + } + } + ] - name: hermetic value: 'true' - name: build-args-file diff --git a/Containerfile b/Containerfile index 5eed6e1aa..08e9b7108 100644 --- a/Containerfile +++ b/Containerfile @@ -1,15 +1,65 @@ # vim: set filetype=dockerfile ARG LIGHTSPEED_RAG_CONTENT_IMAGE=quay.io/redhat-user-workloads/crt-nshift-lightspeed-tenant/own-app-lightspeed-rag-content@sha256:51c25627274f0c8a1651dbc986a713bf4fc388b1b1037e3df759a28049d81382 -ARG HERMETIC=false +ARG BUILDER_BASE_IMAGE=registry.access.redhat.com/ubi9/python-312 +ARG RUNTIME_BASE_IMAGE=registry.access.redhat.com/ubi9/python-312-minimal +FROM --platform=linux/amd64 ${LIGHTSPEED_RAG_CONTENT_IMAGE} AS lightspeed-rag-content -FROM --platform=linux/amd64 ${LIGHTSPEED_RAG_CONTENT_IMAGE} as lightspeed-rag-content +FROM --platform=$BUILDPLATFORM ${BUILDER_BASE_IMAGE} AS builder +ARG BUILDER_DNF_COMMAND=dnf +ARG APP_ROOT=/app-root + +USER root + +RUN ${BUILDER_DNF_COMMAND} install -y --nodocs --setopt=keepcache=0 --setopt=tsflags=nodocs \ + gcc gcc-c++ cmake cargo + +# UV_PYTHON_DOWNLOADS=0 : Disable Python interpreter downloads and use the system interpreter. +# UV_COMPILE_BYTECODE=0 : Disable bytecode compilation. +# UV_LINK_MODE=copy : Use copy mode for linking. +# MATURIN_NO_INSTALL_RUST=1 : Disable Rust installation. +ENV UV_COMPILE_BYTECODE=0 \ + UV_LINK_MODE=copy \ + UV_PYTHON_DOWNLOADS=0 \ + MATURIN_NO_INSTALL_RUST=1 + +WORKDIR /app-root + +# Add explicit files and directories +# (avoid accidental inclusion of local directories or env files or credentials) +COPY runner.py requirements.hashes.wheel.txt requirements.hashes.source.txt pyproject.toml uv.lock LICENSE README.md ./ -FROM --platform=$BUILDPLATFORM registry.redhat.io/ubi9/ubi-minimal:latest -ARG VERSION +COPY ols ./ols + +# Install uv package manager +RUN pip install "uv>=0.8.15" + +# Bundle additional dependencies for library mode. +# Source cachi2 environment for hermetic builds if available, otherwise use normal installation +# cachi2.env has these env vars: +# PIP_FIND_LINKS=/cachi2/output/deps/pip +# PIP_NO_INDEX=true +RUN if [ -f /cachi2/cachi2.env ]; then \ + . /cachi2/cachi2.env && \ + uv venv --seed --no-index --find-links ${PIP_FIND_LINKS} && \ + . .venv/bin/activate && \ + pip install --no-cache-dir --ignore-installed --no-index --find-links ${PIP_FIND_LINKS} --no-deps -r requirements.hashes.wheel.txt -r requirements.hashes.source.txt ;\ + else \ + uv sync --locked --no-dev --no-cache ;\ + fi + +# Add executables from .venv to system PATH +ENV PATH="/app-root/.venv/bin:$PATH" + +# Verify all dependencies are installed correctly +RUN echo "Verifying dependencies installation..." && \ + pip check && \ + python -c "import yaml, fastapi, langchain, llama_index, uvicorn, pydantic" && \ + echo "All dependencies installed and verified successfully!" + +FROM ${RUNTIME_BASE_IMAGE} ARG APP_ROOT=/app-root -RUN microdnf install -y --nodocs --setopt=keepcache=0 --setopt=tsflags=nodocs \ - python3.11 python3.11-devel python3.11-pip +WORKDIR /app-root # PYTHONDONTWRITEBYTECODE 1 : disable the generation of .pyc # PYTHONUNBUFFERED 1 : force the stdout and stderr streams to be unbuffered @@ -20,46 +70,34 @@ ENV PYTHONDONTWRITEBYTECODE=1 \ PYTHONUTF8=1 \ PYTHONIOENCODING=UTF-8 \ LANG=en_US.UTF-8 \ - PIP_NO_CACHE_DIR=off \ LLAMA_INDEX_CACHE_DIR=/tmp/llama_index -WORKDIR /app-root - +COPY --from=builder /app-root/.venv .venv +COPY ols ./ols +COPY runner.py /app-root/runner.py COPY --from=lightspeed-rag-content /rag/vector_db/ocp_product_docs ./vector_db/ocp_product_docs COPY --from=lightspeed-rag-content /rag/embeddings_model ./embeddings_model -# Add explicit files and directories -# (avoid accidental inclusion of local directories or env files or credentials) -COPY runner.py requirements.txt ./ - -RUN pip3.11 install --upgrade pip -RUN pip3.11 install --no-cache-dir --ignore-installed -r requirements.txt - -# Verify all dependencies are installed correctly -RUN echo "Verifying dependencies installation..." && \ - pip3.11 check && \ - python3.11 -c "import yaml, fastapi, langchain, llama_index, uvicorn, pydantic" && \ - echo "All dependencies installed and verified successfully!" - -COPY ols ./ols - # this directory is checked by ecosystem-cert-preflight-checks task in Konflux COPY LICENSE /licenses/ +# Add executables from .venv to system PATH +ENV PATH="/app-root/.venv/bin:$PATH" + # Run the application EXPOSE 8080 EXPOSE 8443 -CMD ["python3.11", "runner.py"] +ENTRYPOINT ["python", "runner.py"] LABEL io.k8s.display-name="OpenShift LightSpeed Service" \ - io.k8s.description="AI-powered OpenShift Assistant Service." \ - io.openshift.tags="openshift-lightspeed,ols" \ - description="Red Hat OpenShift Lightspeed Service" \ - summary="Red Hat OpenShift Lightspeed Service" \ - com.redhat.component=openshift-lightspeed-service \ - name="openshift-lightspeed/lightspeed-service-api-rhel9" \ - cpe="cpe:/a:redhat:openshift_lightspeed:1::el9" \ - vendor="Red Hat, Inc." + io.k8s.description="AI-powered OpenShift Assistant Service." \ + io.openshift.tags="openshift-lightspeed,ols" \ + description="Red Hat OpenShift Lightspeed Service" \ + summary="Red Hat OpenShift Lightspeed Service" \ + com.redhat.component=openshift-lightspeed-service \ + name="openshift-lightspeed/lightspeed-service-api-rhel9" \ + cpe="cpe:/a:redhat:openshift_lightspeed:1::el9" \ + vendor="Red Hat, Inc." # no-root user is checked in Konflux diff --git a/Makefile b/Makefile index c7d25ebe0..22d07b43e 100644 --- a/Makefile +++ b/Makefile @@ -167,6 +167,12 @@ shellcheck: ## Run shellcheck shellcheck --version shellcheck -- */*.sh +konflux-requirements: ## Generate hermetic requirements.*.txt file for konflux build + ./scripts/konflux_requirements.sh + +konflux-rpm-lock: ## Generate rpm.lock.yaml file for konflux build + ./scripts/generate-rpm-lock.sh + help: ## Show this help screen @echo 'Usage: make ... ' @echo '' diff --git a/README.md b/README.md index 73f061fb1..89c903450 100644 --- a/README.md +++ b/README.md @@ -18,85 +18,96 @@ configure model, and connect to it. +* [About The Project](#about-the-project) * [Prerequisites](#prerequisites) * [Installation](#installation) - * [1. Clone the repo](#1-clone-the-repo) - * [2. Install python packages](#2-install-python-packages) - * [3. Get API keys](#3-get-api-keys) - * [OpenAI](#openai) - * [Azure OpenAI](#azure-openai) - * [WatsonX](#watsonx) - * [OpenShift AI](#openshift-ai) - * [RHEL AI](#rhel-ai) - * [Locally running InstructLab](#locally-running-instructlab) - * [4. Store local copies of API keys securely](#4-store-local-copies-of-api-keys-securely) + * [1. Clone the repo](#1-clone-the-repo) + * [2. Install python packages](#2-install-python-packages) + * [3. Get API keys](#3-get-api-keys) + * [OpenAI](#openai) + * [Azure OpenAI](#azure-openai) + * [WatsonX](#watsonx) + * [OpenShift AI](#openshift-ai) + * [RHEL AI](#rhel-ai) + * [Locally running InstructLab](#locally-running-instructlab) + * [4. Store local copies of API keys securely](#4-store-local-copies-of-api-keys-securely) * [Configuration](#configuration) - * [1. Configure OpenShift LightSpeed (OLS)](#1-configure-openshift-lightspeed-ols) - * [2. Configure LLM providers](#2-configure-llm-providers) - * [OpenAI provider](#openai-provider) - * [Azure OpenAI](#azure-openai-1) - * [WatsonX](#watsonx-1) - * [RHEL AI provider](#rhel-ai-provider) - * [Red Hat OpenShift AI](#red-hat-openshift-ai) - * [Local *ollama* server](#local-ollama-server) - * [3. Configure OLS Authentication](#3-configure-ols-authentication) - * [3.1. K8S-based auth mechanism](#31-k8s-based-auth-mechanism) - * [3.2. no-op auth mechanism](#32-no-op-auth-mechanism) - * [4. Configure OLS TLS communication](#4-configure-ols-tls-communication) - * [5. (Optional) Configure the local document store](#5-optional-configure-the-local-document-store) - * [6. (Optional) Configure conversation cache](#6-optional-configure-conversation-cache) - * [7. (Optional) Incorporating additional CA(s). You have the option to include an extra TLS certificate into the OLS trust store as follows.](#7-optional-incorporating-additional-cas-you-have-the-option-to-include-an-extra-tls-certificate-into-the-ols-trust-store-as-follows) - * [8. (Optional) Configure the number of workers](#8-optional-configure-the-number-of-workers) - * [9. Registering a new LLM provider](#9-registering-a-new-llm-provider) - * [10. TLS security profiles](#10-tls-security-profiles) - * [11. System prompt](#11-system-prompt) - * [12. Quota limits](#12-quota-limits) - * [Configuration format](#configuration-format) - * [Tokens and token quota limits](#tokens-and-token-quota-limits) - * [13. Configuration dump](#12-configuration-dump) - * [14. Cluster introspection](#13-cluster-introspection) + * [1. Configure OpenShift LightSpeed (OLS)](#1-configure-openshift-lightspeed-ols) + * [2. Configure LLM providers](#2-configure-llm-providers) + * [OpenAI provider](#openai-provider) + * [Azure OpenAI](#azure-openai-1) + * [WatsonX](#watsonx-1) + * [RHEL AI provider](#rhel-ai-provider) + * [Red Hat OpenShift AI](#red-hat-openshift-ai) + * [Local *ollama* server](#local-ollama-server) + * [3. Configure OLS Authentication](#3-configure-ols-authentication) + * [3.1. K8S-based auth mechanism](#31-k8s-based-auth-mechanism) + * [3.2. no-op auth mechanism](#32-no-op-auth-mechanism) + * [4. Configure OLS TLS communication](#4-configure-ols-tls-communication) + * [5. (Optional) Configure RAG](#5-optional-configure-rag) + * [5.1 OCP documentation](#51-ocp-documentation) + * [5.2 BYOK](#52-byok) + * [5.3 Confirming the OLS is loading the configured vector databases.](#53-confirming-the-ols-is-loading-the-configured-vector-databases) + * [6. (Optional) Configure conversation cache](#6-optional-configure-conversation-cache) + * [7. (Optional) Incorporating additional CA(s). You have the option to include an extra TLS certificate into the OLS trust store as follows.](#7-optional-incorporating-additional-cas-you-have-the-option-to-include-an-extra-tls-certificate-into-the-ols-trust-store-as-follows) + * [8. (Optional) Configure the number of workers](#8-optional-configure-the-number-of-workers) + * [9. Registering a new LLM provider](#9-registering-a-new-llm-provider) + * [10. TLS security profiles](#10-tls-security-profiles) + * [11. System prompt](#11-system-prompt) + * [12. Quota limits](#12-quota-limits) + * [Tokens and token quota limits](#tokens-and-token-quota-limits) + * [Quota limiter features](#quota-limiter-features) + * [Configuration format](#configuration-format) + * [13. Configuration dump](#13-configuration-dump) + * [14. Cluster introspection](#14-cluster-introspection) + * [MCP Server Configuration](#mcp-server-configuration) + * [Basic Configuration](#basic-configuration) + * [MCP Server Authentication](#mcp-server-authentication) + * [1. Static Tokens from Files (Recommended for Service Credentials)](#1-static-tokens-from-files-recommended-for-service-credentials) + * [2. Kubernetes Token (User Context)](#2-kubernetes-token-user-context) + * [3. Client-Provided Tokens (Per-Request)](#3-client-provided-tokens-per-request) + * [OpenShift MCP Server Example](#openshift-mcp-server-example) * [Usage](#usage) - * [Deployments](#deployments) - * [Local Deployment](#local-deployment) - * [Run the server](#run-the-server) - * [Optionally run with podman](#optionally-run-with-podman) - * [Optionally run inside an OpenShift environment](#optionally-run-inside-an-openshift-environment) - * [Communication with the service](#communication-with-the-service) - * [Query the server](#query-the-server) - * [Validation if the logged-in user is authorized to access service](#validation-if-the-logged-in-user-is-authorized-to-access-service) - * [Swagger UI](#swagger-ui) - * [OpenAPI](#openapi) - * [Metrics](#metrics) - * [Gradio UI](#gradio-ui) - * [Swagger UI](#swagger-ui-1) - * [CPU profiling](#cpu-profiling) - * [Memory profiling](#memory-profiling) - * [Deploying OLS on OpenShift](#deploying-ols-on-openshift) + * [Deployments](#deployments) + * [Local Deployment](#local-deployment) + * [Run the server](#run-the-server) + * [Optionally run with podman](#optionally-run-with-podman) + * [Validation if the logged-in user is authorized to access service](#validation-if-the-logged-in-user-is-authorized-to-access-service) + * [Swagger UI](#swagger-ui) + * [OpenAPI](#openapi) + * [Metrics](#metrics) + * [Gradio UI](#gradio-ui) + * [Swagger UI](#swagger-ui-1) + * [CPU profiling](#cpu-profiling) + * [Memory profiling](#memory-profiling) + * [Deploying OLS on OpenShift](#deploying-ols-on-openshift) * [Project structure](#project-structure) - * [Overall architecture](#overall-architecture) - * [FastAPI server](#fastapi-server) - * [Authorization checker](#authorization-checker) - * [Query handler](#query-handler) - * [Redactor](#redactor) - * [Question validator](#question-validator) - * [Document summarizer](#document-summarizer) - * [Conversation history cache interface](#conversation-history-cache-interface) - * [Conversation history cache implementations](#conversation-history-cache-implementations) - * [In-memory cache](#in-memory-cache) - * [Postgres cache](#postgres-cache) - * [LLM providers registry](#llm-providers-registry) - * [LLM providers interface implementations](#llm-providers-interface-implementations) - * [Sequence diagram](#sequence-diagram) - * [Token truncation algorithm](#token-truncation-algorithm) + * [Overall architecture](#overall-architecture) + * [FastAPI server](#fastapi-server) + * [Authorization checker](#authorization-checker) + * [Query handler](#query-handler) + * [Redactor](#redactor) + * [Question validator](#question-validator) + * [Document summarizer](#document-summarizer) + * [Conversation history cache interface](#conversation-history-cache-interface) + * [Conversation history cache implementations](#conversation-history-cache-implementations) + * [In-memory cache](#in-memory-cache) + * [Postgres cache](#postgres-cache) + * [LLM providers registry](#llm-providers-registry) + * [LLM providers interface implementations](#llm-providers-interface-implementations) + * [Sequence diagram](#sequence-diagram) + * [Token truncation algorithm](#token-truncation-algorithm) * [Development workflow](#development-workflow) * [Additional tools](#additional-tools) - * [Utility to generate OpenAPI schema](#utility-to-generate-openapi-schema) - * [Path](#path) - * [Usage](#usage-1) - * [Generating requirements.txt file](#generating-requirementstxt-file) - * [Uploading artifact containing the pytest results and configuration to an s3 bucket.](#uploading-artifact-containing-the-pytest-results-and-configuration-to-an-s3-bucket) - * [Path](#path-1) - * [Usage](#usage-2) + * [Utility to generate OpenAPI schema](#utility-to-generate-openapi-schema) + * [Path](#path) + * [Usage](#usage-1) +* [Konflux](#konflux) + * [Updating Dependencies for Hermetic Builds](#updating-dependencies-for-hermetic-builds) + * [When to Update Dependency Files](#when-to-update-dependency-files) + * [Updating Python Dependencies](#updating-python-dependencies) + * [Updating RPM Dependencies](#updating-rpm-dependencies) + * [Question and Answer Quality Evaluation](#question-and-answer-quality-evaluation) * [Contributing](#contributing) * [License](#license) @@ -188,10 +199,10 @@ Depends on configuration, but usually it is not needed to generate or use API ke [!NOTE] There are two supported methods to provide credentials for Azure OpenAI: - + **Method 1 - API Key Authentication:** Use `credentials_path` pointing to a file containing your Azure OpenAI API key. - + **Method 2 - Azure AD Authentication:** Use the `azure_openai_config` section with a `credentials_path` pointing to a directory containing three files named `tenant_id`, `client_id`, and `client_secret`. Do NOT include a main `credentials_path` when using this method. Please look at following articles describing how to retrieve this information from Azure: [Get subscription and tenant IDs in the Azure portal](https://learn.microsoft.com/en-us/azure/azure-portal/get-subscription-tenant-id) and [How to get client id and client secret in Azure Portal](https://azurelessons.com/how-to-get-client-id-and-client-secret-in-azure-portal/). @@ -226,7 +237,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke **Method 2 - Azure AD Authentication (tenant_id, client_id, client_secret):** ```yaml - + - name: my_azure_openai type: azure_openai models: @@ -236,10 +247,10 @@ Depends on configuration, but usually it is not needed to generate or use API ke deployment_name: my_azure_openai_deployment_name credentials_path: path/to/azure/credentials/directory ``` - + For Method 2, the credentials directory must contain three files: - `tenant_id` - containing your Azure tenant ID - - `client_id` - containing your Azure application client ID + - `client_id` - containing your Azure application client ID - `client_secret` - containing your Azure application client secret ### WatsonX @@ -302,7 +313,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke - `api_key`: path to secret (token) used to call LLM via REST API - `models`: list of models configuration (model name + model-specific parameters) - Notes: + Notes: - `Context window size` varies based on provider/model. - `Max response tokens` depends on user need and should be in reasonable proportion to context window size. If value is too less then there is a risk of response truncation. If we set it too high then we will reserve too much for response & truncate history/rag context unnecessarily. - These are optional setting, if not set; then default will be used (which may be incorrect and may cause truncation & potentially error by exceeding context window). @@ -337,7 +348,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke This section provides guidance on how to configure authentication based on K8S within OLS. It includes instructions on enabling or disabling authentication, configuring authentication through OCP RBAC, overriding authentication configurations, and specifying a static authentication token in development environments. 1. Enabling and Disabling Authentication - + Authentication is enabled by default in OLS. To disable authentication, modify the `dev_config` in your configuration file as shown below: ```yaml @@ -377,7 +388,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke ``` **Note:** using static token will require you to set the `k8s_cluster_api` mentioned in section 6.4, as this will disable the loading of OCP config from in-cluster/kubeconfig. - + ### 3.2. no-op auth mechanism This auth mechanism can be selected by the following configuration parameter: @@ -396,7 +407,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke 1. Enabling and Disabling TLS - + By default, TLS is enabled in OLS. To disable TLS, adjust the `dev_config` in your configuration file as shown below: ```yaml @@ -409,7 +420,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke 1. Generate Self-Signed Certificates: To generate self-signed certificates, run the following command from the project's root directory: ```bash ./scripts/generate-certs.sh - ``` + ``` 2. Update OLS Configuration: Modify your config.yaml to include paths to your certificate and its private key: ```yaml ols_config: @@ -418,7 +429,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke tls_key_path: /full/path/to/certs/key.pem ``` 3. Launch OLS with HTTPS: After applying the above configurations, OLS will run over HTTPS. - + 3. Configuring OLS in OpenShift: For deploying in OpenShift, Service-Served Certificates can be utilized. Update your ols-config.yaml as shown below, based on the example provided in the examples directory: @@ -547,7 +558,7 @@ Depends on configuration, but usually it is not needed to generate or use API ke ca_cert_path: postgres_cert.crt ssl_mode: "require" ``` - In this case, file `postgres_password.txt` contains password required to connect to PostgreSQL. Also CA certificate can be specified using `postgres_ca_cert.crt` to verify trusted TLS connection with the server. All these files needs to be accessible. + In this case, file `postgres_password.txt` contains password required to connect to PostgreSQL. Also CA certificate can be specified using `postgres_ca_cert.crt` to verify trusted TLS connection with the server. All these files needs to be accessible. ## 7. (Optional) Incorporating additional CA(s). You have the option to include an extra TLS certificate into the OLS trust store as follows. ```yaml @@ -658,7 +669,7 @@ Activate token quota limits for the service by adding a new configuration struct ``` - quota_handlers: + quota_handlers: storage: host: <1> port: "5432" <2> @@ -851,7 +862,7 @@ uv run python runner.py ### Optionally run with podman There is an all-in-one image that has the document store included already. -1. Follow steps above to create your config yaml and your API key file(s). +1. Follow steps above to create your config yaml and your API key file(s). 1. Place your config yaml and your API key file(s) in a known location (eg: `/path/to/config`) 1. Make sure your config yaml references the config folder for the path to your @@ -1163,20 +1174,78 @@ This script re-generated OpenAPI schema for the Lightspeed Service REST API. make schema ``` -## Generating requirements.txt file +# Konflux -For Konflux hermetic builds, Cachi2 uses the `requirements.txt` format to generate a list of packages to prefetch. +The official image of Lightspeed Service is built on [Konflux](https://konflux-ui.apps.stone-prd-rh01.pg1f.p1.openshiftapps.com/ns/crt-nshift-lightspeed-tenant/applications/ols). +We have both x86_64 and ARM64 images. + +## Updating Dependencies for Hermetic Builds + +Konflux builds run in **hermetic mode** (air-gapped from the internet), so all dependencies must be prefetched and locked. When you add or update dependencies, you need to regenerate the lock files. + +### When to Update Dependency Files + +Update these files when you: +- Add/remove/update Python packages in the project +- Add/remove/update RPM packages in the Containerfile +- Change the base image version + +### Updating Python Dependencies + +**Quick command:** +```shell +make konflux-requirements +``` -To generate the `requirements.txt` file, follow these steps: +This compiles Python dependencies from `pyproject.toml` using `uv`, splits packages by their source index (PyPI vs Red Hat's internal registry), and generates hermetic requirements files with pinned versions and hashes for Konflux builds. + +**Files produced:** +- `requirements.hashes.source.txt` – PyPI packages with hashes +- `requirements.hashes.wheel.txt` – Red Hat registry packages with hashes +- `requirements-build.txt` – Build-time dependencies for source packages + +The script also updates the Tekton pipeline configurations (`.tekton/lightspeed-stack-*.yaml`) with the list of pre-built wheel packages. + +### Updating RPM Dependencies + +**Prerequisites:** +- Install [rpm-lockfile-prototype](https://github.com/konflux-ci/rpm-lockfile-prototype?tab=readme-ov-file#installation) +- Have an active RHEL Subscription, get activation keys from [RH console](https://console.redhat.com/insights/connector/activation-keys) +- Have `dnf` installed in system + +**Steps:** + +1. **List your RPM packages** in `rpms.in.yaml` under the `packages` field + +2. **If you changed the base image**, extract its repo file: +```shell +# UBI images +podman run -it $BASE_IMAGE cat /etc/yum.repos.d/ubi.repo > ubi.repo +# RHEL images +podman run -it $BASE_IMAGE cat /etc/yum.repos.d/redhat.repo > redhat.repo +``` +If the repo file contains too many entries, we can filter them and keep only required repositories. +Here is the command to check active repositories: +```shell +dnf repolist +``` +Replace the architecture tag (`uname -m`) to `$basearch` so that rpm-lockfile-prototype can replace it with requested architecture names. +```shell +sed -i "s/$(uname -m)/\$basearch/g" redhat.repo +``` + +1. **Generate the lock file**: +```shell +make konflux-rpm-lock +``` -1. Run `uv lock --upgrade` – updates dependencies to their latest versions allowed by our `pyproject.toml` pins, this also creates/updates `uv.lock`. -2. Run `make requirements.txt` – generates the `requirements.txt` (contains wheel for all platforms/archs). +This creates `rpms.lock.yaml` with pinned RPM versions. ## Question and Answer Quality Evaluation -There is an extensive suite of evaluation tools and scripts available in this -repository if you are interested in exploring different LLMs and their -performance. Please look at +There is an extensive suite of evaluation tools and scripts available in this +repository if you are interested in exploring different LLMs and their +performance. Please look at [scripts/evaluation/README](scripts/evaluation/README.md) to learn more. diff --git a/build.args b/build.args index 3492949bb..65a3b6613 100644 --- a/build.args +++ b/build.args @@ -1 +1,4 @@ -HERMETIC=true \ No newline at end of file +BUILDER_BASE_IMAGE=registry.redhat.io/rhai/base-image-cpu-rhel9:3.3 +BUILDER_DNF_COMMAND=dnf +RUNTIME_BASE_IMAGE=registry.redhat.io/rhai/base-image-cpu-rhel9:3.3 +RUNTIME_DNF_COMMAND=dnf \ No newline at end of file diff --git a/ols/src/llms/providers/provider.py b/ols/src/llms/providers/provider.py index 1cf35cd08..8d5896b56 100644 --- a/ols/src/llms/providers/provider.py +++ b/ols/src/llms/providers/provider.py @@ -374,8 +374,8 @@ def _construct_httpx_client( # noqa: C901 "No security profiles. creating httpx.Client with verify %s", verify ) if use_async: - return httpx.AsyncClient(verify=verify, proxies=proxy, mounts=mounts) - return httpx.Client(verify=verify, proxies=proxy, mounts=mounts) + return httpx.AsyncClient(verify=verify, proxy=proxy, mounts=mounts) + return httpx.Client(verify=verify, proxy=proxy, mounts=mounts) # security profile is set -> we need to retrieve SSL version and list of allowed ciphers ciphers = tls.ciphers_as_string(sec_profile.ciphers, sec_profile.profile_type) @@ -403,5 +403,5 @@ def _construct_httpx_client( # noqa: C901 "With security profile, creating httpx.Client with verify %s", context ) if use_async: - return httpx.AsyncClient(verify=context, proxies=proxy) - return httpx.Client(verify=context, proxies=proxy) + return httpx.AsyncClient(verify=context, proxy=proxy) + return httpx.Client(verify=context, proxy=proxy) diff --git a/pyproject.toml b/pyproject.toml index c02c093d4..e64d369e6 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -69,6 +69,7 @@ dev = [ "twine>=5.1.1", "pylint>=3.3.2", "matplotlib>=3.10.0", + "pybuild-deps>=0.5.0", ] # The following section is needed only for torch[cpu] variant on Linux, @@ -90,7 +91,7 @@ authors = [] # NOTE: langchain bumps causes mypy issues dependencies = [ "aiohttp>=3.13.3", - "httpx>=0.27.2", + "httpx>=0.28.0", "fastapi>=0.115.6", "langchain>=0.3.12", "langchain-ibm>=0.3.2", @@ -128,7 +129,7 @@ dependencies = [ "rank-bm25>=0.2.2", # For ToolsRAG sparse retrieval "python-frontmatter>=1.1.0", # For parsing skill YAML frontmatter ] -requires-python = ">=3.11.1,<=3.12.10" +requires-python = ">=3.11.1,<3.13" readme = "README.md" license = {file = "LICENSE"} diff --git a/redhat.repo b/redhat.repo index 44a1ba8c6..fe84c79dc 100644 --- a/redhat.repo +++ b/redhat.repo @@ -1,8564 +1,69 @@ -# -# Certificate-Based Repositories -# Managed by (rhsm) subscription-manager -# -# *** This file is auto-generated. Changes made here will be over-written. *** -# *** Use "subscription-manager repo-override --help" if you wish to make changes. *** -# -# If this file is empty and this system is subscribed consider -# a "yum repolist" to refresh available repos -# - -[nbde-tang-server-1-for-rhel-9-$basearch-textonly-rpms] -name = nbde tang server 1 (for RHEL 9 $basearch) (Text-Only Advisories) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/nbde-tang-server-textonly/1/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[jb-eap-7.4-for-rhel-9-$basearch-rpms] -name = JBoss Enterprise Application Platform 7.4 (RHEL 9) (RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/jbeap/7.4/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[lvms-4.17-for-rhel-9-$basearch-rpms] -name = Logical Volume Manager Storage 4.17 for RHEL 9 $basearch (RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/lvms/4.17/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[satellite-client-6-for-rhel-9-$basearch-aus-rpms] -name = Red Hat Satellite Client 6 for RHEL 9 $basearch - Advanced Mission Critical Update Support (RPMs) -baseurl = https://cdn.redhat.com/content/aus/rhel9/$releasever/$basearch/sat-client/6/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[lvms-4.19-for-rhel-9-$basearch-source-rpms] -name = Logical Volume Manager Storage 4.19 for RHEL 9 $basearch (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/lvms/4.19/source/SRPMS -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-sap-solutions-e4s-rhui-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - SAP Solutions - Update Services for SAP Solutions from RHUI (RPMs) -baseurl = https://cdn.redhat.com/content/e4s/rhel9/rhui/$releasever/$basearch/sap-solutions/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhoso-18-beta-for-rhel-9-$basearch-rpms] -name = Red Hat OpenStack Services on OpenShift 18 Beta for RHEL 9 $basearch (RPMs) -baseurl = https://cdn.redhat.com/content/beta/layered/rhel9/$basearch/rhoso/18/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-beta,file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[kmm-1-for-rhel-9-$basearch-rpms] -name = Kernel Module Management 1 for RHEL 9 $basearch (RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/kmm/1/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[satellite-6-client-2-for-rhel-9-$basearch-e4s-debug-rpms] -name = Red Hat Satellite 6 Client 2 for RHEL 9 $basearch - Update Services SAP Solutions (Debug RPMS) -baseurl = https://cdn.redhat.com/content/e4s/rhel9/$releasever/$basearch/sat-client-2/6/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-appstream-e4s-debug-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - AppStream - Update Services for SAP Solutions (Debug RPMs) -baseurl = https://cdn.redhat.com/content/e4s/rhel9/$releasever/$basearch/appstream/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-atomic-7-cdk-3.16-rpms] -name = Red Hat Container Development Kit 3.16 /(RPMs) -baseurl = https://cdn.redhat.com/content/dist/rhel/atomic/7/7Server/$basearch/cdk/3.16/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhceph-5-tools-for-rhel-9-$basearch-source-rpms] -name = Red Hat Ceph Storage Tools 5 for RHEL 9 $basearch (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhceph-tools/5/source/SRPMS -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[jws-6-for-rhel-9-$basearch-debug-rpms] -name = JBoss Web Server 6 (RHEL 9) (Debug RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/jws/6/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[cert-manager-1.14-for-rhel-9-$basearch-source-rpms] -name = Cert Manager support for Red Hat OpenShift 1.14 for RHEL 9 $basearch (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/cert-manager/1.14/source/SRPMS -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[openstack-17-cinderlib-for-rhel-9-$basearch-source-rpms] -name = Red Hat OpenStack Platform 17 Cinderlib for RHEL 9 $basearch (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/openstack-cinderlib/17/source/SRPMS -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[openliberty-textonly-1-for-middleware-rpms] -name = Open Liberty Text-Only Advisories -baseurl = https://cdn.redhat.com/content/dist/middleware/openliberty/1.0/$basearch/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:// -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-baseos-rhui-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - BaseOS from RHUI (RPMs) -baseurl = https://cdn.redhat.com/content/dist/rhel9/rhui/$releasever/$basearch/baseos/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhv-4-tools-for-rhel-9-$basearch-rpms] -name = Red Hat Virtualization 4 Tools for RHEL 9 $basearch (RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhv-tools/4/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[lvms-4.16-for-rhel-9-$basearch-debug-rpms] -name = Logical Volume Manager Storage 4.16 for RHEL 9 $basearch (Debug RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/lvms/4.16/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-supplementary-eus-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - Supplementary - Extended Update Support (RPMs) -baseurl = https://cdn.redhat.com/content/eus/rhel9/$releasever/$basearch/supplementary/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-appstream-rhui-debug-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - AppStream from RHUI (Debug RPMs) -baseurl = https://cdn.redhat.com/content/dist/rhel9/rhui/$releasever/$basearch/appstream/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = 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= 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhocp-ironic-4.14-for-rhel-9-$basearch-rpms] -name = Ironic content for Red Hat OpenShift Container Platform 4.14 for RHEL 9 $basearch (RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhocp-ironic/4.14/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[satellite-6-client-2-for-rhel-9-$basearch-eus-debug-rpms] -name = Red Hat Satellite 6 Client 2 for RHEL 9 $basearch - Extended Update Support (Debug RPMS) -baseurl = https://cdn.redhat.com/content/eus/rhel9/$releasever/$basearch/sat-client-2/6/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[satellite-6-client-2-for-rhel-9-$basearch-eus-rpms] -name = Red Hat Satellite 6 Client 2 for RHEL 9 $basearch - Extended Update Support (RPMS) -baseurl = https://cdn.redhat.com/content/eus/rhel9/$releasever/$basearch/sat-client-2/6/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[jws-6-for-rhel-9-$basearch-source-rpms] -name = JBoss Web Server 6 (RHEL 9) (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/jws/6/source/SRPMS -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem sslverifystatus = 1 metadata_expire = 86400 enabled_metadata = 0 +sslclientkey = $SSL_CLIENT_KEY +sslclientcert = $SSL_CLIENT_CERT -[rhel-9-for-$basearch-sap-netweaver-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - SAP NetWeaver (RPMs) -baseurl = https://cdn.redhat.com/content/dist/rhel9/$releasever/$basearch/sap/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-baseos-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - BaseOS (RPMs) -baseurl = https://cdn.redhat.com/content/dist/rhel9/$releasever/$basearch/baseos/os +[rhel-9-for-$basearch-appstream-eus-rpms] +name = Red Hat Enterprise Linux 9 for $basearch - AppStream - Extended Update Support (RPMs) +baseurl = https://cdn.redhat.com/content/eus/rhel9/9.6/$basearch/appstream/os enabled = 1 gpgcheck = 1 gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release sslverify = 1 sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 1 - -[fsw-textonly-1-for-middleware-rpms] -name = Red Hat JBoss Fuse Service Works Text-Only Advisories -baseurl = https://cdn.redhat.com/content/dist/middleware/fsw/1.0/$basearch/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:// -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-atomic-7-cdk-3.12-rpms] -name = Red Hat Container Development Kit 3.12 /(RPMs) -baseurl = https://cdn.redhat.com/content/dist/rhel/atomic/7/7Server/$basearch/cdk/3.12/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhocp-ironic-4.13-for-rhel-9-$basearch-debug-rpms] -name = Ironic content for Red Hat OpenShift Container Platform 4.13 for RHEL 9 $basearch (Debug RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhocp-ironic/4.13/debug -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[rhel-9-for-$basearch-appstream-e4s-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - AppStream - Update Services for SAP Solutions (RPMs) -baseurl = https://cdn.redhat.com/content/e4s/rhel9/$releasever/$basearch/appstream/os -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem -sslverifystatus = 1 -metadata_expire = 86400 -enabled_metadata = 0 - -[service-interconnect-1.4-for-rhel-9-$basearch-source-rpms] -name = Red Hat Service Interconnect 1.4 for RHEL 9 $basearch (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhsi/1.4/source/SRPMS -enabled = 0 -gpgcheck = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -sslverify = 1 -sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem sslverifystatus = 1 metadata_expire = 86400 enabled_metadata = 0 +sslclientkey = $SSL_CLIENT_KEY +sslclientcert = $SSL_CLIENT_CERT -[satellite-6-client-2-for-rhel-9-$basearch-aus-source-rpms] -name = Red Hat Satellite 6 Client 2 for RHEL 9 $basearch - Advanced Mission Critical Update Support (Source RPMS) -baseurl = https://cdn.redhat.com/content/aus/rhel9/$releasever/$basearch/sat-client-2/6/source/SRPMS -enabled = 0 +[rhel-9-for-$basearch-baseos-eus-rpms] +name = Red Hat Enterprise Linux 9 for $basearch - BaseOS - Extended Update Support (RPMs) +baseurl = https://cdn.redhat.com/content/eus/rhel9/9.6/$basearch/baseos/os +enabled = 1 gpgcheck = 1 gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release sslverify = 1 sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem sslverifystatus = 1 metadata_expire = 86400 enabled_metadata = 0 +sslclientkey = $SSL_CLIENT_KEY +sslclientcert = $SSL_CLIENT_CERT -[fast-datapath-for-rhel-9-$basearch-source-rpms] -name = Fast Datapath for RHEL 9 $basearch (Source RPMs) -baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/fast-datapath/source/SRPMS +[rhocp-4.17-for-rhel-9-$basearch-rpms] +name = Red Hat OpenShift Container Platform 4.17 for RHEL 9 $basearch (RPMs) +baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhocp/4.17/os enabled = 0 gpgcheck = 1 gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release sslverify = 1 sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem sslverifystatus = 1 metadata_expire = 86400 enabled_metadata = 0 +sslclientkey = $SSL_CLIENT_KEY +sslclientcert = $SSL_CLIENT_CERT -[rhel-9-for-$basearch-resilientstorage-e4s-rpms] -name = Red Hat Enterprise Linux 9 for $basearch - Resilient Storage - 4 years of updates (RPMs) -baseurl = https://cdn.redhat.com/content/e4s/rhel9/$releasever/$basearch/resilientstorage/os +[rhocp-4.17-for-rhel-9-$basearch-source-rpms] +name = Red Hat OpenShift Container Platform 4.17 for RHEL 9 $basearch (Source RPMs) +baseurl = https://cdn.redhat.com/content/dist/layered/rhel9/$basearch/rhocp/4.17/source/SRPMS enabled = 0 gpgcheck = 1 gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release sslverify = 1 sslcacert = /etc/rhsm/ca/redhat-uep.pem -sslclientkey = /etc/pki/entitlement/2609936328932207080-key.pem -sslclientcert = /etc/pki/entitlement/2609936328932207080.pem sslverifystatus = 1 metadata_expire = 86400 enabled_metadata = 0 +sslclientkey = $SSL_CLIENT_KEY +sslclientcert = $SSL_CLIENT_CERT \ No newline at end of file diff --git a/requirements-build.txt b/requirements-build.txt new file mode 100644 index 000000000..99e2d42e5 --- /dev/null +++ b/requirements-build.txt @@ -0,0 +1,143 @@ +# +# This file is autogenerated by pip-compile with Python 3.12 +# by the following command: +# +# pybuild-deps compile --output-file=requirements-build.txt /tmp/tmp.oaqJtgTyd7 +# +build==1.4.0 + # via ibm-watsonx-ai +calver==2025.10.20 + # via trove-classifiers +flit-core==3.12.0 + # via + # build + # packaging + # pathspec + # pyproject-hooks + # tinytag + # wheel +hatch-fancy-pypi-readme==25.1.0 + # via + # llama-cloud + # openai +hatch-vcs==0.5.0 + # via + # filelock + # platformdirs + # python-discovery + # virtualenv +hatchling==1.26.3 + # via + # hatch-fancy-pypi-readme + # llama-cloud + # openai +hatchling==1.29.0 + # via + # filelock + # hatch-fancy-pypi-readme + # hatch-vcs + # langchain + # langchain-classic + # langchain-core + # langchain-openai + # langchain-text-splitters + # langgraph + # langgraph-checkpoint + # langgraph-prebuilt + # langgraph-sdk + # langsmith + # llama-index + # llama-index-cli + # llama-index-core + # llama-index-embeddings-huggingface + # llama-index-embeddings-openai + # llama-index-indices-managed-llama-cloud + # llama-index-instrumentation + # llama-index-llms-openai + # llama-index-readers-llama-parse + # llama-index-vector-stores-faiss + # platformdirs + # pydantic-settings + # python-discovery + # starlette + # uvicorn + # virtualenv +maturin==1.10.2 + # via + # ormsgpack + # uv-build +packaging==26.0 + # via + # build + # hatchling + # setuptools-scm + # wheel +pathspec==1.0.4 + # via hatchling +pdm-backend==2.4.7 + # via + # fastapi + # langchain-ibm + # langchain-mcp-adapters +pluggy==1.6.0 + # via hatchling +poetry-core==2.3.1 + # via + # llama-parse + # qdrant-client +pyproject-hooks==1.2.0 + # via build +pytest-runner==6.0.1 + # via lomond +semantic-version==2.10.0 + # via setuptools-rust +setuptools-rust==1.12.0 + # via maturin +setuptools-scm==9.2.2 + # via + # hatch-vcs + # pluggy + # pytest-runner + # setuptools-rust + # tabulate + # tenacity +trove-classifiers==2026.1.14.14 + # via hatchling +uv-build==0.9.30 + # via llama-index-workflows +wheel==0.46.3 + # via + # azure-core + # azure-identity + # cachetools + # sentence-transformers + # wrapt + +# The following packages are considered to be unsafe in a requirements file: +setuptools==82.0.0 + # via charset-normalizer +setuptools==82.0.1 + # via + # azure-core + # azure-identity + # cachetools + # calver + # greenlet + # ibm-watsonx-ai + # markupsafe + # maturin + # pathspec + # pluggy + # pyasn1 + # pyjwt + # pytest-runner + # python-dotenv + # regex + # sentence-transformers + # setuptools-rust + # setuptools-scm + # sse-starlette + # tabulate + # tenacity + # trove-classifiers + # wrapt diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt new file mode 100644 index 000000000..b78d1da2c --- /dev/null +++ b/requirements.hashes.source.txt @@ -0,0 +1,735 @@ +# This file was autogenerated by uv via the following command: +# uv pip compile requirements.source.txt --refresh --generate-hashes --python-version 3.12 --emit-index-url --no-deps --no-annotate +--index-url https://pypi.org/simple + +azure-core==1.39.0 \ + --hash=sha256:4ac7b70fab5438c3f68770649a78daf97833caa83827f91df9c14e0e0ea7d34f \ + --hash=sha256:8a90a562998dd44ce84597590fff6249701b98c0e8797c95fcdd695b54c35d74 +azure-identity==1.25.3 \ + --hash=sha256:ab23c0d63015f50b630ef6c6cf395e7262f439ce06e5d07a64e874c724f8d9e6 \ + --hash=sha256:f4d0b956a8146f30333e071374171f3cfa7bdb8073adb8c3814b65567aa7447c +banks==2.4.1 \ + --hash=sha256:40e6d9b6e9b69fb403fa31f2853b3297e4919c1b6f2179b2119d2d4473c6ed13 \ + --hash=sha256:8cbf1553f14c44d4f7e9c2064ad9212ce53ee4da000b2f8308d548b60db56655 +cachetools==7.0.5 \ + --hash=sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990 \ + --hash=sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114 +charset-normalizer==3.4.6 \ + --hash=sha256:06a7e86163334edfc5d20fe104db92fcd666e5a5df0977cb5680a506fe26cc8e \ + --hash=sha256:0c173ce3a681f309f31b87125fecec7a5d1347261ea11ebbb856fa6006b23c8c \ + --hash=sha256:0e28d62a8fc7a1fa411c43bd65e346f3bce9716dc51b897fbe930c5987b402d5 \ + --hash=sha256:0e901eb1049fdb80f5bd11ed5ea1e498ec423102f7a9b9e4645d5b8204ff2815 \ + --hash=sha256:11afb56037cbc4b1555a34dd69151e8e069bee82e613a73bef6e714ce733585f \ + --hash=sha256:150b8ce8e830eb7ccb029ec9ca36022f756986aaaa7956aad6d9ec90089338c0 \ + --hash=sha256:172985e4ff804a7ad08eebec0a1640ece87ba5041d565fff23c8f99c1f389484 \ + --hash=sha256:197c1a244a274bb016dd8b79204850144ef77fe81c5b797dc389327adb552407 \ + 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--hash=sha256:f069e113743a21a3defac6677f000068ebb931639f789b5b226598e247a4c89e \ + --hash=sha256:f0d8fc30a43b5fe191cf2b1a0c82bab2571dadd38e7c0062ee87d6df858dd06e \ + --hash=sha256:f29c827a8d9936ac320746747a016c4bc66ef639f5cd0d32df24f5eacbf9c69f \ + --hash=sha256:f3b7d73012ea75aee5844de58c88f44cf62d0d62711e39da5a82824a7c4626a8 \ + --hash=sha256:f8bc1c264d8d1cf5b3560a87bbdd31131573eb25f9f9447bb6252b8d4c44a3a1 \ + --hash=sha256:f8fba1bae256186a83d1875b2b1f4e2d1242e8fac0f58ec0d7e41b26967b965c \ + --hash=sha256:fab036efe5464ec3291411fabb80a7a39e2dd80bae9bcbeeca5087fdfa891e19 \ + --hash=sha256:ff2aad9c4cda28a8f0653fc2d487596458c2a3f475e56ba02909e950a9efa6a9 \ + --hash=sha256:ff95d4264e55839be37bafe1536db2ab2de19da6b65f9244f01f332b5286cfbf diff --git a/requirements.hashes.wheel.txt b/requirements.hashes.wheel.txt new file mode 100644 index 000000000..65892d3ff --- /dev/null +++ b/requirements.hashes.wheel.txt @@ -0,0 +1,278 @@ +# This file was autogenerated by uv via the following command: +# uv pip compile requirements.wheel.txt --refresh --generate-hashes --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal +--index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ + +aiohappyeyeballs==2.6.1 \ + --hash=sha256:eff0885546faac493fa18997b9e5158ea7a56a36ee3222b744bab31808e3f3f8 +aiohttp==3.13.3 \ + --hash=sha256:b170fe2ac5f84453b4b5c18017f6dfb101dc052d7647ed7726cc139b057c12b8 \ + --hash=sha256:baa9ead7e6a15fb47330101ebe4a4fe997b36ede1fa8a33d438e9dfbd8b2035e \ + --hash=sha256:bc56021945f304b3cb066e4e1c1f364747bedaf8fef6e139be63f1b192558330 \ + --hash=sha256:c418ae157c77de1c7314313d767efcdf2243dc0122beddeafd2f3bab73ad0ed8 +aiosignal==1.4.0 \ + --hash=sha256:9d5af4742d4552e8a3f2fbd48237e07cab578e7175af2f952c420d2e98b731f0 +aiosqlite==0.22.1 \ + --hash=sha256:2e85580d41e992ed45e1aafce66ac4c23b7bd7cf842dc5209a39b95c11497115 +annotated-doc==0.0.4 \ + --hash=sha256:cf904ba25da8611ae3274f2af1d6e82275e452113f7774505e723a21957c10d6 +annotated-types==0.7.0 \ + --hash=sha256:fcdc578cef2d4fd8770abc0ceb0241c68c992698aa7a5f945ce67651dd585cfb +anyio==4.12.1 \ + --hash=sha256:e18da418b6421e6735231319ea8ae4262f68b52b8dbcb4699a7a14f89cfb2b15 +attrs==25.4.0 \ + --hash=sha256:6d626bc22c041e7c3a84117f6d65a2be8eba3b58a83d3d110c58ee71db234b1e +certifi==2026.1.4 \ + --hash=sha256:b74c6cab6a323eb7dc175b1f60b281cd15f4a8bd51e02965591295b1db9e185a +cffi==2.0.0 \ + --hash=sha256:257e90f733c1a33b9f5ade4a4f47db6a3984de5c2d2654848feca129888ff9d5 \ + --hash=sha256:34cf2187e399eb7baaa20488d0b78ab20be91060ef9ac531685f37478ca1a12a \ + --hash=sha256:e39d7009b1872abbd91bb17057b48fe24057a1026a20ab06b672fbdd4721d789 \ + --hash=sha256:ffe747cf5e265169ad5bd64b4359368f74e445cf8ea3cfe99045450554fb4e13 +click==8.3.1 \ + --hash=sha256:a87f0253ce1fb7747cdde1674d73f34241bb4de9fca7a31bc866fb0a8a5f4307 +colorama==0.4.6 \ + 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--hash=sha256:a5bd1dd5b4c7b1da77f93abcd09f8619209b2f11fe699382f6cb79b34dc89437 +uuid-utils==0.13.0 \ + --hash=sha256:35d4b08c3b5fa01dfa8878d59d195a0c4efb4fd087cff7aa1082bd43d91c3fdc \ + --hash=sha256:8d943a0f2b5eada3edfbd80991c23cc13e32f8b02c120e4e80305a773d9e6d1b \ + --hash=sha256:b6557a768e27fb2e6bdc25a58e9cf38b89123cbc46b528ff37f1389c922e0620 +websocket-client==1.9.0 \ + --hash=sha256:0cb04d0516ad9d4a5941144e68344813f1da89a2270b0634b4b71f1e892f4caf +xxhash==3.6.0 \ + --hash=sha256:122ea61c85a8725231030b26650ae35b1ae709f154e1e8f5274b2cd469638a14 \ + --hash=sha256:a426db4666ab784b369beab268f41bd7b2505390b1a6f7ae0bbc295a103c4c83 \ + --hash=sha256:bb363fc4152e194b2f68829da7d783d9b5eee9577c33f6007c78d25517a229ca \ + --hash=sha256:edac8303f5c2d0bec5632a6e6cb9c56f3cd548e94960c5b9468c654d5a73c653 +yarl==1.22.0 \ + --hash=sha256:8e78442a1a40257173cbd3b9ec78a1ded7ab02a1fcb23f3d42686bd5afb184cc \ + --hash=sha256:b59c74a17b24908333ce8e0a348fafe85a1bdb1d524cc74d9c25161674dd358a \ + --hash=sha256:cee8af2825e29b4b31cce0c7272c29b66717ab164e3e2a5dc8dbe173c2901db2 \ + --hash=sha256:eb5d90c48762dd433d86eb6e3c6b4965fc3dff440c472e89047a628dd29271ac +zipp==3.23.0 \ + --hash=sha256:2f6742e089020240e014478d428fd79059270c56a2f7947d37c6f1d2ae639174 +zstandard==0.25.0 \ + --hash=sha256:19e39bc4d6f7e11490ab375f7ab9d049476f4429cbf1e3f87d7e671bca1573e0 \ + --hash=sha256:8483546cd22985a0951214dd12947c959817ba75c24de2bba5509db73acb0312 \ + --hash=sha256:ab38b46c74a87964321cf7c6eab8897619e08779d7dafcfed510b00b3a0cd210 \ + --hash=sha256:eb0f1efcd720f7d643e06b6cbf4b05811916b8b751cfb899fc652aed80d6dae3 diff --git a/requirements.hermetic.txt b/requirements.hermetic.txt new file mode 100644 index 000000000..61aafdbce --- /dev/null +++ b/requirements.hermetic.txt @@ -0,0 +1,3 @@ +uv==0.9.16 +uv-build==0.9.16 +pip==25.3 \ No newline at end of file diff --git a/requirements.overrides.txt b/requirements.overrides.txt new file mode 100644 index 000000000..dce6212da --- /dev/null +++ b/requirements.overrides.txt @@ -0,0 +1,28 @@ +# override these package to the version available on RHOAI wheels index: +# https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple +transformers==4.57.6 +tokenizers==0.22.2 +scipy==1.17.0 +numpy==2.3.5 +aiohttp==3.13.3 +aiosqlite==0.22.1 +attrs==25.4.0 +cryptography==46.0.5 +certifi==2026.1.4 +anyio==4.12.1 +datasets==4.5.0 +pandas==2.3.3 +pyarrow==23.0.0 +pillow==12.1.1 +faiss-cpu==1.12.0 +sqlalchemy==2.0.45 +setuptools==80.9 +jiter==0.12 +google-genai==1.59.0 +torch==2.9.1 +hf-xet==1.2.0 +yarl==1.22.0 +grpcio==1.76.0 +grpcio-status==1.76.0 +orjson==3.11.5 +uuid_utils==0.13.0 \ No newline at end of file diff --git a/requirements.txt b/requirements.txt deleted file mode 100644 index 884d7bf87..000000000 --- a/requirements.txt +++ /dev/null @@ -1,1999 +0,0 @@ -# This file was autogenerated by uv via the following command: -# uv export --format requirements-txt --no-dev --no-extra evaluation --no-editable --no-emit-package ols --output-file requirements.txt -aiohappyeyeballs==2.6.1 \ - --hash=sha256:c3f9d0113123803ccadfdf3f0faa505bc78e6a72d1cc4806cbd719826e943558 \ - --hash=sha256:f349ba8f4b75cb25c99c5c2d84e997e485204d2902a9597802b0371f09331fb8 - # via aiohttp -aiohttp==3.13.3 \ - --hash=sha256:01ad2529d4b5035578f5081606a465f3b814c542882804e2e8cda61adf5c71bf \ - --hash=sha256:084911a532763e9d3dd95adf78a78f4096cd5f58cdc18e6fdbc1b58417a45423 \ - --hash=sha256:1cb93e166e6c28716c8c6aeb5f99dfb6d5ccf482d29fe9bf9a794110e6d0ab64 \ - --hash=sha256:27234ef6d85c914f9efeb77ff616dbf4ad2380be0cda40b4db086ffc7ddd1b7d \ - --hash=sha256:28e027cf2f6b641693a09f631759b4d9ce9165099d2b5d92af9bd4e197690eea \ - --hash=sha256:2b8d8ddba8f95ba17582226f80e2de99c7a7948e66490ef8d947e272a93e9463 \ - --hash=sha256:2be0e9ccf23e8a94f6f0650ce06042cefc6ac703d0d7ab6c7a917289f2539ad4 \ - --hash=sha256:3b61b7169ababd7802f9568ed96142616a9118dd2be0d1866e920e77ec8fa92a \ - --hash=sha256:5b179331a481cb5529fca8b432d8d3c7001cb217513c94cd72d668d1248688a3 \ - --hash=sha256:5b6073099fb654e0a068ae678b10feff95c5cae95bbfcbfa7af669d361a8aa6b \ - --hash=sha256:5d2d94f1f5fcbe40838ac51a6ab5704a6f9ea42e72ceda48de5e6b898521da51 \ - --hash=sha256:642f752c3eb117b105acbd87e2c143de710987e09860d674e068c4c2c441034f \ - --hash=sha256:65d2ccb7eabee90ce0503c17716fc77226be026dcc3e65cce859a30db715025b \ - --hash=sha256:694976222c711d1d00ba131904beb60534f93966562f64440d0c9d41b8cdb440 \ - --hash=sha256:7a4a94eb787e606d0a09404b9c38c113d3b099d508021faa615d70a0131907ce \ - --hash=sha256:80dd4c21b0f6237676449c6baaa1039abae86b91636b6c91a7f8e61c87f89540 \ - --hash=sha256:87797e645d9d8e222e04160ee32aa06bc5c163e8499f24db719e7852ec23093a \ - --hash=sha256:96d604498a7c782cb15a51c406acaea70d8c027ee6b90c569baa6e7b93073679 \ - --hash=sha256:9ae8dd55c8e6c4257eae3a20fd2c8f41edaea5992ed67156642493b8daf3cecc \ - --hash=sha256:9af5e68ee47d6534d36791bbe9b646d2a7c7deb6fc24d7943628edfbb3581f29 \ - --hash=sha256:9d4c940f02f49483b18b079d1c27ab948721852b281f8b015c058100e9421dd1 \ - --hash=sha256:a2212ad43c0833a873d0fb3c63fa1bacedd4cf6af2fee62bf4b739ceec3ab239 \ - --hash=sha256:a45530014d7a1e09f4a55f4f43097ba0fd155089372e105e4bff4ca76cb1b168 \ - --hash=sha256:a949eee43d3782f2daae4f4a2819b2cb9b0c5d3b7f7a927067cc84dafdbb9f88 \ - --hash=sha256:b04be762396457bef43f3597c991e192ee7da460a4953d7e647ee4b1c28e7046 \ - --hash=sha256:b1a6102b4d3ebc07dad44fbf07b45bb600300f15b552ddf1851b5390202ea2e3 \ - --hash=sha256:b903a4dfee7d347e2d87697d0713be59e0b87925be030c9178c5faa58ea58d5c \ - --hash=sha256:bb4f7475e359992b580559e008c598091c45b5088f28614e855e42d39c2f1033 \ - --hash=sha256:c014c7ea7fb775dd015b2d3137378b7be0249a448a1612268b5a90c2d81de04d \ - --hash=sha256:c19b90316ad3b24c69cd78d5c9b4f3aa4497643685901185b65166293d36a00f \ - --hash=sha256:d32764c6c9aafb7fb55366a224756387cd50bfa720f32b88e0e6fa45b27dcf29 \ - --hash=sha256:e3531d63d3bdfa7e3ac5e9b27b2dd7ec9df3206a98e0b3445fa906f233264c57 \ - --hash=sha256:e636b3c5f61da31a92bf0d91da83e58fdfa96f178ba682f11d24f31944cdd28c \ - --hash=sha256:f33ed1a2bf1997a36661874b017f5c4b760f41266341af36febaf271d179f6d7 \ - --hash=sha256:f9444f105664c4ce47a2a7171a2418bce5b7bae45fb610f4e2c36045d85911d3 - # via - # langchain-community - # llama-index-core - # ols -aiosignal==1.4.0 \ - --hash=sha256:053243f8b92b990551949e63930a839ff0cf0b0ebbe0597b0f3fb19e1a0fe82e \ - --hash=sha256:f47eecd9468083c2029cc99945502cb7708b082c232f9aca65da147157b251c7 - # via aiohttp -aiosqlite==0.22.1 \ - --hash=sha256:043e0bd78d32888c0a9ca90fc788b38796843360c855a7262a532813133a0650 \ - --hash=sha256:21c002eb13823fad740196c5a2e9d8e62f6243bd9e7e4a1f87fb5e44ecb4fceb - # via llama-index-core -annotated-doc==0.0.4 \ - --hash=sha256:571ac1dc6991c450b25a9c2d84a3705e2ae7a53467b5d111c24fa8baabbed320 \ - --hash=sha256:fbcda96e87e9c92ad167c2e53839e57503ecfda18804ea28102353485033faa4 - # via - # fastapi - # typer -annotated-types==0.7.0 \ - --hash=sha256:1f02e8b43a8fbbc3f3e0d4f0f4bfc8131bcb4eebe8849b8e5c773f3a1c582a53 \ - --hash=sha256:aff07c09a53a08bc8cfccb9c85b05f1aa9a2a6f23728d790723543408344ce89 - # via pydantic -anyio==4.12.1 \ - --hash=sha256:41cfcc3a4c85d3f05c932da7c26d0201ac36f72abd4435ba90d0464a3ffed703 \ - --hash=sha256:d405828884fc140aa80a3c667b8beed277f1dfedec42ba031bd6ac3db606ab6c - # via - # httpx - # mcp - # openai - # sse-starlette - # starlette -attrs==25.4.0 \ - --hash=sha256:16d5969b87f0859ef33a48b35d55ac1be6e42ae49d5e853b597db70c35c57e11 \ - --hash=sha256:adcf7e2a1fb3b36ac48d97835bb6d8ade15b8dcce26aba8bf1d14847b57a3373 - # via - # aiohttp - # jsonschema - # referencing -azure-core==1.38.2 \ - --hash=sha256:074806c75cf239ea284a33a66827695ef7aeddac0b4e19dda266a93e4665ead9 \ - --hash=sha256:67562857cb979217e48dc60980243b61ea115b77326fa93d83b729e7ff0482e7 - # via azure-identity -azure-identity==1.25.2 \ - --hash=sha256:030dbaa720266c796221c6cdbd1999b408c079032c919fef725fcc348a540fe9 \ - --hash=sha256:1b40060553d01a72ba0d708b9a46d0f61f56312e215d8896d836653ffdc6753d - # via ols -banks==2.4.1 \ - --hash=sha256:40e6d9b6e9b69fb403fa31f2853b3297e4919c1b6f2179b2119d2d4473c6ed13 \ - --hash=sha256:8cbf1553f14c44d4f7e9c2064ad9212ce53ee4da000b2f8308d548b60db56655 - # via llama-index-core -beautifulsoup4==4.14.3 \ - --hash=sha256:0918bfe44902e6ad8d57732ba310582e98da931428d231a5ecb9e7c703a735bb \ - --hash=sha256:6292b1c5186d356bba669ef9f7f051757099565ad9ada5dd630bd9de5fa7fb86 - # via llama-index-readers-file -cachetools==7.0.5 \ - --hash=sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990 \ - --hash=sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114 - # via ibm-watsonx-ai -certifi==2026.2.25 \ - --hash=sha256:027692e4402ad994f1c42e52a4997a9763c646b73e4096e4d5d6db8af1d6f0fa \ - --hash=sha256:e887ab5cee78ea814d3472169153c2d12cd43b14bd03329a39a9c6e2e80bfba7 - # via - # httpcore - # httpx - # ibm-watsonx-ai - # kubernetes - # llama-cloud - # ols - # requests -cffi==2.0.0 ; platform_python_implementation != 'PyPy' \ - --hash=sha256:1e3a615586f05fc4065a8b22b8152f0c1b00cdbc60596d187c2a74f9e3036e4e \ - --hash=sha256:21d1152871b019407d8ac3985f6775c079416c282e431a4da6afe7aefd2bccbe \ - --hash=sha256:2c8f814d84194c9ea681642fd164267891702542f028a15fc97d4674b6206187 \ - --hash=sha256:2de9a304e27f7596cd03d16f1b7c72219bd944e99cc52b84d0145aefb07cbd3c \ - --hash=sha256:3925dd22fa2b7699ed2617149842d2e6adde22b262fcbfada50e3d195e4b3a94 \ - --hash=sha256:3e17ed538242334bf70832644a32a7aae3d83b57567f9fd60a26257e992b79ba \ - --hash=sha256:44d1b5909021139fe36001ae048dbdde8214afa20200eda0f64c068cac5d5529 \ - --hash=sha256:4671d9dd5ec934cb9a73e7ee9676f9362aba54f7f34910956b84d727b0d73fb6 \ - --hash=sha256:5fed36fccc0612a53f1d4d9a816b50a36702c28a2aa880cb8a122b3466638743 \ - --hash=sha256:66f011380d0e49ed280c789fbd08ff0d40968ee7b665575489afa95c98196ab5 \ - --hash=sha256:6824f87845e3396029f3820c206e459ccc91760e8fa24422f8b0c3d1731cbec5 \ - --hash=sha256:6d02d6655b0e54f54c4ef0b94eb6be0607b70853c45ce98bd278dc7de718be5d \ - --hash=sha256:730cacb21e1bdff3ce90babf007d0a0917cc3e6492f336c2f0134101e0944f93 \ - --hash=sha256:81afed14892743bbe14dacb9e36d9e0e504cd204e0b165062c488942b9718037 \ - --hash=sha256:8941aaadaf67246224cee8c3803777eed332a19d909b47e29c9842ef1e79ac26 \ - --hash=sha256:8eca2a813c1cb7ad4fb74d368c2ffbbb4789d377ee5bb8df98373c2cc0dee76c \ - --hash=sha256:94698a9c5f91f9d138526b48fe26a199609544591f859c870d477351dc7b2414 \ - --hash=sha256:9de40a7b0323d889cf8d23d1ef214f565ab154443c42737dfe52ff82cf857664 \ - --hash=sha256:a05d0c237b3349096d3981b727493e22147f934b20f6f125a3eba8f994bec4a9 \ - --hash=sha256:b21e08af67b8a103c71a250401c78d5e0893beff75e28c53c98f4de42f774062 \ - --hash=sha256:b4c854ef3adc177950a8dfc81a86f5115d2abd545751a304c5bcf2c2c7283cfe \ - --hash=sha256:baf5215e0ab74c16e2dd324e8ec067ef59e41125d3eade2b863d294fd5035c92 \ - --hash=sha256:c649e3a33450ec82378822b3dad03cc228b8f5963c0c12fc3b1e0ab940f768a5 \ - --hash=sha256:c6638687455baf640e37344fe26d37c404db8b80d037c3d29f58fe8d1c3b194d \ - --hash=sha256:da68248800ad6320861f129cd9c1bf96ca849a2771a59e0344e88681905916f5 \ - --hash=sha256:da902562c3e9c550df360bfa53c035b2f241fed6d9aef119048073680ace4a18 - # via cryptography -charset-normalizer==3.4.5 \ - --hash=sha256:0294916d6ccf2d069727d65973c3a1ca477d68708db25fd758dd28b0827cff54 \ - --hash=sha256:0a45e504f5e1be0bd385935a8e1507c442349ca36f511a47057a71c9d1d6ea9e \ - --hash=sha256:0c300cefd9b0970381a46394902cd18eaf2aa00163f999590ace991989dcd0fc \ - --hash=sha256:10b473fc8dca1c3ad8559985794815f06ca3fc71942c969129070f2c3cdf7281 \ - --hash=sha256:131716d6786ad5e3dc542f5cc6f397ba3339dc0fb87f87ac30e550e8987756af \ - --hash=sha256:1827734a5b308b65ac54e86a618de66f935a4f63a8a462ff1e19a6788d6c2262 \ - --hash=sha256:19092dde50335accf365cce21998a1c6dd8eafd42c7b226eb54b2747cdce2fac \ - --hash=sha256:1a374cc0b88aa710e8865dc1bd6edb3743c59f27830f0293ab101e4cf3ce9f85 \ - --hash=sha256:1d1401945cb77787dbd3af2446ff2d75912327c4c3a1526ab7955ecf8600687c \ - --hash=sha256:4354e401eb6dab9aed3c7b4030514328a6c748d05e1c3e19175008ca7de84fb1 \ - --hash=sha256:5bcb3227c3d9aaf73eaaab1db7ccd80a8995c509ee9941e2aae060ca6e4e5d81 \ - --hash=sha256:60d68e820af339df4ae8358c7a2e7596badeb61e544438e489035f9fbf3246a5 \ - --hash=sha256:610f72c0ee565dfb8ae1241b666119582fdbfe7c0975c175be719f940e110694 \ - --hash=sha256:728c6a963dfab66ef865f49286e45239384249672cd598576765acc2a640a636 \ - --hash=sha256:754f96058e61a5e22e91483f823e07df16416ce76afa4ebf306f8e1d1296d43f \ - --hash=sha256:75dfd1afe0b1647449e852f4fb428195a7ed0588947218f7ba929f6538487f02 \ - --hash=sha256:75ee9c1cce2911581a70a3c0919d8bccf5b1cbc9b0e5171400ec736b4b569497 \ - --hash=sha256:7ad83b8f9379176c841f8865884f3514d905bcd2a9a3b210eaa446e7d2223e4d \ - --hash=sha256:95adae7b6c42a6c5b5b559b1a99149f090a57128155daeea91732c8d970d8644 \ - --hash=sha256:9db5e3fcdcee89a78c04dffb3fe33c79f77bd741a624946db2591c81b2fc85b0 \ - --hash=sha256:a118e2e0b5ae6b0120d5efa5f866e58f2bb826067a646431da4d6a2bdae7950e \ - --hash=sha256:a68766a3c58fde7f9aaa22b3786276f62ab2f594efb02d0a1421b6282e852e98 \ - --hash=sha256:c108f8619e504140569ee7de3f97d234f0fbae338a7f9f360455071ef9855a95 \ - --hash=sha256:cace89841c0599d736d3d74a27bc5821288bb47c5441923277afc6059d7fbcb4 \ - --hash=sha256:d01de5e768328646e6a3fa9e562706f8f6641708c115c62588aef2b941a4f88e \ - --hash=sha256:d1028de43596a315e2720a9849ee79007ab742c06ad8b45a50db8cdb7ed4a82a \ - --hash=sha256:d31f0d1671e1534e395f9eb84a68e0fb670e1edb1fe819a9d7f564ae3bc4e53f \ - --hash=sha256:d4eb8ac7469b2a5d64b5b8c04f84d8bf3ad340f4514b98523805cbf46e3b3923 \ - --hash=sha256:dc57a0baa3eeedd99fafaef7511b5a6ef4581494e8168ee086031744e2679467 \ - --hash=sha256:e09f671a54ce70b79a1fc1dc6da3072b7ef7251fadb894ed92d9aa8218465a5f \ - --hash=sha256:ed1a9a204f317ef879b32f9af507d47e49cd5e7f8e8d5d96358c98373314fc60 \ - --hash=sha256:ed97c282ee4f994ef814042423a529df9497e3c666dca19be1d4cd1129dc7ade \ - --hash=sha256:ed98364e1c262cf5f9363c3eca8c2df37024f52a8fa1180a3610014f26eac51c \ - --hash=sha256:f8102ae93c0bc863b1d41ea0f4499c20a83229f52ed870850892df555187154a - # via requests -click==8.3.1 \ - --hash=sha256:12ff4785d337a1bb490bb7e9c2b1ee5da3112e94a8622f26a6c77f5d2fc6842a \ - --hash=sha256:981153a64e25f12d547d3426c367a4857371575ee7ad18df2a6183ab0545b2a6 - # via - # llama-cloud-services - # nltk - # typer - # uvicorn -colorama==0.4.6 \ - --hash=sha256:08695f5cb7ed6e0531a20572697297273c47b8cae5a63ffc6d6ed5c201be6e44 \ - --hash=sha256:4f1d9991f5acc0ca119f9d443620b77f9d6b33703e51011c16baf57afb285fc6 - # via - # click - # griffecli - # tqdm -cryptography==46.0.5 \ - --hash=sha256:02f547fce831f5096c9a567fd41bc12ca8f11df260959ecc7c3202555cc47a72 \ - --hash=sha256:039917b0dc418bb9f6edce8a906572d69e74bd330b0b3fea4f79dab7f8ddd235 \ - --hash=sha256:2ae6971afd6246710480e3f15824ed3029a60fc16991db250034efd0b9fb4356 \ - --hash=sha256:2b7a67c9cd56372f3249b39699f2ad479f6991e62ea15800973b956f4b73e257 \ - --hash=sha256:351695ada9ea9618b3500b490ad54c739860883df6c1f555e088eaf25b1bbaad \ - --hash=sha256:38946c54b16c885c72c4f59846be9743d699eee2b69b6988e0a00a01f46a61a4 \ - --hash=sha256:3b4995dc971c9fb83c25aa44cf45f02ba86f71ee600d81091c2f0cbae116b06c \ - --hash=sha256:3ce58ba46e1bc2aac4f7d9290223cead56743fa6ab94a5d53292ffaac6a91614 \ - --hash=sha256:3ee190460e2fbe447175cda91b88b84ae8322a104fc27766ad09428754a618ed \ - --hash=sha256:4108d4c09fbbf2789d0c926eb4152ae1760d5a2d97612b92d508d96c861e4d31 \ - --hash=sha256:420d0e909050490d04359e7fdb5ed7e667ca5c3c402b809ae2563d7e66a92229 \ - --hash=sha256:47fb8a66058b80e509c47118ef8a75d14c455e81ac369050f20ba0d23e77fee0 \ - --hash=sha256:4c3341037c136030cb46e4b1e17b7418ea4cbd9dd207e4a6f3b2b24e0d4ac731 \ - --hash=sha256:4d7e3d356b8cd4ea5aff04f129d5f66ebdc7b6f8eae802b93739ed520c47c79b \ - --hash=sha256:50bfb6925eff619c9c023b967d5b77a54e04256c4281b0e21336a130cd7fc263 \ - --hash=sha256:556e106ee01aa13484ce9b0239bca667be5004efb0aabbed28d353df86445595 \ - --hash=sha256:582f5fcd2afa31622f317f80426a027f30dc792e9c80ffee87b993200ea115f1 \ - --hash=sha256:60ee7e19e95104d4c03871d7d7dfb3d22ef8a9b9c6778c94e1c8fcc8365afd48 \ - --hash=sha256:61aa400dce22cb001a98014f647dc21cda08f7915ceb95df0c9eaf84b4b6af76 \ - --hash=sha256:7d1f30a86d2757199cb2d56e48cce14deddf1f9c95f1ef1b64ee91ea43fe2e18 \ - --hash=sha256:803812e111e75d1aa73690d2facc295eaefd4439be1023fefc4995eaea2af90d \ - --hash=sha256:80a8d7bfdf38f87ca30a5391c0c9ce4ed2926918e017c29ddf643d0ed2778ea1 \ - --hash=sha256:8456928655f856c6e1533ff59d5be76578a7157224dbd9ce6872f25055ab9ab7 \ - --hash=sha256:890bcb4abd5a2d3f852196437129eb3667d62630333aacc13dfd470fad3aaa82 \ - --hash=sha256:9f16fbdf4da055efb21c22d81b89f155f02ba420558db21288b3d0035bafd5f4 \ - --hash=sha256:a3d507bb6a513ca96ba84443226af944b0f7f47dcc9a399d110cd6146481d24c \ - --hash=sha256:abace499247268e3757271b2f1e244b36b06f8515cf27c4d49468fc9eb16e93d \ - --hash=sha256:ba2a27ff02f48193fc4daeadf8ad2590516fa3d0adeeb34336b96f7fa64c1e3a \ - --hash=sha256:bc84e875994c3b445871ea7181d424588171efec3e185dced958dad9e001950a \ - --hash=sha256:bfd56bb4b37ed4f330b82402f6f435845a5f5648edf1ad497da51a8452d5d62d \ - --hash=sha256:c18ff11e86df2e28854939acde2d003f7984f721eba450b56a200ad90eeb0e6b \ - --hash=sha256:ced80795227d70549a411a4ab66e8ce307899fad2220ce5ab2f296e687eacde9 \ - --hash=sha256:d861ee9e76ace6cf36a6a89b959ec08e7bc2493ee39d07ffe5acb23ef46d27da \ - --hash=sha256:e9251e3be159d1020c4030bd2e5f84d6a43fe54b6c19c12f51cde9542a2817b2 \ - --hash=sha256:f145bba11b878005c496e93e257c1e88f154d278d2638e6450d17e0f31e558d2 - # via - # azure-identity - # google-auth - # msal - # ols - # pyjwt -cuda-bindings==12.9.4 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:c912a3d9e6b6651853eed8eed96d6800d69c08e94052c292fec3f282c5a817c9 \ - --hash=sha256:fda147a344e8eaeca0c6ff113d2851ffca8f7dfc0a6c932374ee5c47caa649c8 - # via torch -cuda-pathfinder==1.4.1 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:40793006082de88e0950753655e55558a446bed9a7d9d0bcb48b2506d50ed82a - # via cuda-bindings -dataclasses-json==0.6.7 \ - --hash=sha256:0dbf33f26c8d5305befd61b39d2b3414e8a407bedc2834dea9b8d642666fb40a \ - --hash=sha256:b6b3e528266ea45b9535223bc53ca645f5208833c29229e847b3f26a1cc55fc0 - # via - # langchain-community - # llama-index-core -defusedxml==0.7.1 \ - --hash=sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69 \ - --hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61 - # via llama-index-readers-file -deprecated==1.2.18 ; python_full_version < '3.12' \ - --hash=sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d \ - --hash=sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec - # via - # banks - # llama-index-core - # llama-index-indices-managed-llama-cloud - # llama-index-instrumentation -deprecated==1.3.1 ; python_full_version >= '3.12' \ - --hash=sha256:597bfef186b6f60181535a29fbe44865ce137a5079f295b479886c82729d5f3f \ - --hash=sha256:b1b50e0ff0c1fddaa5708a2c6b0a6588bb09b892825ab2b214ac9ea9d92a5223 - # via - # banks - # llama-index-core - # llama-index-instrumentation -dirtyjson==1.0.8 \ - --hash=sha256:125e27248435a58acace26d5c2c4c11a1c0de0a9c5124c5a94ba78e517d74f53 \ - --hash=sha256:90ca4a18f3ff30ce849d100dcf4a003953c79d3a2348ef056f1d9c22231a25fd - # via llama-index-core -distlib==0.4.0 \ - --hash=sha256:9659f7d87e46584a30b5780e43ac7a2143098441670ff0a49d5f9034c54a6c16 \ - --hash=sha256:feec40075be03a04501a973d81f633735b4b69f98b05450592310c0f401a4e0d - # via virtualenv -distro==1.9.0 \ - --hash=sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed \ - --hash=sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2 - # via openai -durationpy==0.10 \ - --hash=sha256:1fa6893409a6e739c9c72334fc65cca1f355dbdd93405d30f726deb5bde42fba \ - --hash=sha256:3b41e1b601234296b4fb368338fdcd3e13e0b4fb5b67345948f4f2bf9868b286 - # via kubernetes -faiss-cpu==1.13.2 \ - --hash=sha256:0ee330a284042c2480f2e90450a10378fd95655d62220159b1408f59ee83ebf1 \ - --hash=sha256:19508a1badfb36e456c1c8664eeb948349f604db5c7545f277a0126b4a84b080 \ - --hash=sha256:2c4f696ae76e7c97cbc12311db83aaf1e7f4f7be06a3ffea7e5b0e8ec1fd805b \ - --hash=sha256:7c5944d7807d58fe7244b6aba06be710ee7ed99343365ed92699349efe979f51 \ - --hash=sha256:85511129b34f890d19c98b82a0cd5ffb27d89d1cec2ee41d2621ee9f9ef8cf3f \ - --hash=sha256:8b32eb4065bac352b52a9f5ae07223567fab0a976c7d05017c01c45a1c24264f \ - --hash=sha256:a9064eb34f8f64438dd5b95c8f03a780b1a3f0b99c46eeacb1f0b5d15fc02dc1 \ - --hash=sha256:ab88ee287c25a119213153d033f7dd64c3ccec466ace267395872f554b648cd7 \ - --hash=sha256:b82c01d30430dd7b1fa442001b9099735d1a82f6bb72033acdc9206d5ac66a64 \ - --hash=sha256:c8d097884521e1ecaea6467aeebbf1aa56ee4a36350b48b2ca6b39366565c317 - # via ols -fastapi==0.135.1 \ - --hash=sha256:46e2fc5745924b7c840f71ddd277382af29ce1cdb7d5eab5bf697e3fb9999c9e \ - --hash=sha256:d04115b508d936d254cea545b7312ecaa58a7b3a0f84952535b4c9afae7668cd - # via ols -filelock==3.25.1 \ - --hash=sha256:18972df45473c4aa2c7921b609ee9ca4925910cc3a0fb226c96b92fc224ef7bf \ - --hash=sha256:b9a2e977f794ef94d77cdf7d27129ac648a61f585bff3ca24630c1629f701aa9 - # via - # huggingface-hub - # python-discovery - # torch - # virtualenv -filetype==1.2.0 \ - --hash=sha256:66b56cd6474bf41d8c54660347d37afcc3f7d1970648de365c102ef77548aadb \ - --hash=sha256:7ce71b6880181241cf7ac8697a2f1eb6a8bd9b429f7ad6d27b8db9ba5f1c2d25 - # via - # banks - # llama-index-core -frozenlist==1.8.0 \ - --hash=sha256:09474e9831bc2b2199fad6da3c14c7b0fbdd377cce9d3d77131be28906cb7d84 \ - --hash=sha256:0c18a16eab41e82c295618a77502e17b195883241c563b00f0aa5106fc4eaa0d \ - --hash=sha256:11847b53d722050808926e785df837353bd4d75f1d494377e59b23594d834967 \ - --hash=sha256:17c883ab0ab67200b5f964d2b9ed6b00971917d5d8a92df149dc2c9779208ee9 \ - --hash=sha256:1a7fa382a4a223773ed64242dbe1c9c326ec09457e6b8428efb4118c685c3dfd \ - --hash=sha256:229bf37d2e4acdaf808fd3f06e854a4a7a3661e871b10dc1f8f1896a3b05f18b \ - --hash=sha256:2552f44204b744fba866e573be4c1f9048d6a324dfe14475103fd51613eb1d1f \ - --hash=sha256:27c6e8077956cf73eadd514be8fb04d77fc946a7fe9f7fe167648b0b9085cc25 \ - --hash=sha256:294e487f9ec720bd8ffcebc99d575f7eff3568a08a253d1ee1a0378754b74143 \ - --hash=sha256:34187385b08f866104f0c0617404c8eb08165ab1272e884abc89c112e9c00746 \ - --hash=sha256:3462dd9475af2025c31cc61be6652dfa25cbfb56cbbf52f4ccfe029f38decaf8 \ - --hash=sha256:3ede829ed8d842f6cd48fc7081d7a41001a56f1f38603f9d49bf3020d59a31ad \ - --hash=sha256:405e8fe955c2280ce66428b3ca55e12b3c4e9c336fb2103a4937e891c69a4a29 \ - --hash=sha256:433403ae80709741ce34038da08511d4a77062aa924baf411ef73d1146e74faf \ - --hash=sha256:494a5952b1c597ba44e0e78113a7266e656b9794eec897b19ead706bd7074383 \ - --hash=sha256:74c51543498289c0c43656701be6b077f4b265868fa7f8a8859c197006efb608 \ - --hash=sha256:776f352e8329135506a1d6bf16ac3f87bc25b28e765949282dcc627af36123aa \ - --hash=sha256:78f7b9e5d6f2fdb88cdde9440dc147259b62b9d3b019924def9f6478be254ac1 \ - --hash=sha256:8585e3bb2cdea02fc88ffa245069c36555557ad3609e83be0ec71f54fd4abb52 \ - --hash=sha256:908bd3f6439f2fef9e85031b59fd4f1297af54415fb60e4254a95f75b3cab3f3 \ - --hash=sha256:957e7c38f250991e48a9a73e6423db1bb9dd14e722a10f6b8bb8e16a0f55f695 \ - --hash=sha256:96f423a119f4777a4a056b66ce11527366a8bb92f54e541ade21f2374433f6d4 \ - --hash=sha256:ac913f8403b36a2c8610bbfd25b8013488533e71e62b4b4adce9c86c8cea905b \ - --hash=sha256:b6db2185db9be0a04fecf2f241c70b63b1a242e2805be291855078f2b404dd6b \ - --hash=sha256:c4c800524c9cd9bac5166cd6f55285957fcfc907db323e193f2afcd4d9abd69b \ - --hash=sha256:c8d1634419f39ea6f5c427ea2f90ca85126b54b50837f31497f3bf38266e853d \ - --hash=sha256:c9a63152fe95756b85f31186bddf42e4c02c6321207fd6601a1c89ebac4fe567 \ - --hash=sha256:d4d3214a0f8394edfa3e303136d0575eece0745ff2b47bd2cb2e66dd92d4351a \ - --hash=sha256:d6a5df73acd3399d893dafc71663ad22534b5aa4f94e8a2fabfe856c3c1b6a52 \ - --hash=sha256:edee74874ce20a373d62dc28b0b18b93f645633c2943fd90ee9d898550770581 \ - --hash=sha256:f4be2e3d8bc8aabd566f8d5b8ba7ecc09249d74ba3c9ed52e54dc23a293f0b92 \ - --hash=sha256:f833670942247a14eafbb675458b4e61c82e002a148f49e68257b79296e865c4 \ - --hash=sha256:fa47e444b8ba08fffd1c18e8cdb9a75db1b6a27f17507522834ad13ed5922b93 \ - --hash=sha256:fe3c58d2f5db5fbd18c2987cba06d51b0529f52bc3a6cdc33d3f4eab725104bd - # via - # aiohttp - # aiosignal -fsspec==2026.2.0 \ - --hash=sha256:6544e34b16869f5aacd5b90bdf1a71acb37792ea3ddf6125ee69a22a53fb8bff \ - --hash=sha256:98de475b5cb3bd66bedd5c4679e87b4fdfe1a3bf4d707b151b3c07e58c9a2437 - # via - # huggingface-hub - # llama-index-core - # torch -google-auth==2.49.0 \ - --hash=sha256:9cc2d9259d3700d7a257681f81052db6737495a1a46b610597f4b8bafe5286ae \ - --hash=sha256:f893ef7307f19cf53700b7e2f61b5a6affe3aa0edf9943b13788920ab92d8d87 - # via kubernetes -greenlet==3.3.2 \ - --hash=sha256:02b0a8682aecd4d3c6c18edf52bc8e51eacdd75c8eac52a790a210b06aa295fd \ - --hash=sha256:1e692b2dae4cc7077cbb11b47d258533b48c8fde69a33d0d8a82e2fe8d8531d5 \ - --hash=sha256:1ebd458fa8285960f382841da585e02201b53a5ec2bac6b156fc623b5ce4499f \ - --hash=sha256:2eaf067fc6d886931c7962e8c6bede15d2f01965560f3359b27c80bde2d151f2 \ - --hash=sha256:34308836d8370bddadb41f5a7ce96879b72e2fdfb4e87729330c6ab52376409f \ - --hash=sha256:3ceec72030dae6ac0c8ed7591b96b70410a8be370b6a477b1dbc072856ad02bd \ - --hash=sha256:4375a58e49522698d3e70cc0b801c19433021b5c37686f7ce9c65b0d5c8677d2 \ - --hash=sha256:43e99d1749147ac21dde49b99c9abffcbc1e2d55c67501465ef0930d6e78e070 \ - --hash=sha256:442b6057453c8cb29b4fb36a2ac689382fc71112273726e2423f7f17dc73bf99 \ - --hash=sha256:45abe8eb6339518180d5a7fa47fa01945414d7cca5ecb745346fc6a87d2750be \ - --hash=sha256:4c956a19350e2c37f2c48b336a3afb4bff120b36076d9d7fb68cb44e05d95b79 \ - --hash=sha256:6c6f8ba97d17a1e7d664151284cb3315fc5f8353e75221ed4324f84eb162b395 \ - --hash=sha256:8e2cd90d413acbf5e77ae41e5d3c9b3ac1d011a756d7284d7f3f2b806bbd6358 \ - --hash=sha256:a2a5be83a45ce6188c045bcc44b0ee037d6a518978de9a5d97438548b953a1ac \ - --hash=sha256:a443358b33c4ec7b05b79a7c8b466f5d275025e750298be7340f8fc63dff2a55 \ - --hash=sha256:ac8d61d4343b799d1e526db579833d72f23759c71e07181c2d2944e429eb09cd \ - --hash=sha256:ae9e21c84035c490506c17002f5c8ab25f980205c3e61ddb3a2a2a2e6c411fcb \ - --hash=sha256:c56692189a7d1c7606cb794be0a8381470d95c57ce5be03fb3d0ef57c7853b86 \ - --hash=sha256:d3a62fa76a32b462a97198e4c9e99afb9ab375115e74e9a83ce180e7a496f643 - # via sqlalchemy -griffe==2.0.0 \ - --hash=sha256:5418081135a391c3e6e757a7f3f156f1a1a746cc7b4023868ff7d5e2f9a980aa - # via banks -griffecli==2.0.0 \ - --hash=sha256:9f7cd9ee9b21d55e91689358978d2385ae65c22f307a63fb3269acf3f21e643d - # via griffe -griffelib==2.0.0 \ - --hash=sha256:01284878c966508b6d6f1dbff9b6fa607bc062d8261c5c7253cb285b06422a7f - # via - # griffe - # griffecli -grpcio==1.78.0 \ - --hash=sha256:082653eecbdf290e6e3e2c276ab2c54b9e7c299e07f4221872380312d8cf395e \ - --hash=sha256:12a771591ae40bc65ba67048fa52ef4f0e6db8279e595fd349f9dfddeef571f9 \ - --hash=sha256:185dea0d5260cbb2d224c507bf2a5444d5abbb1fa3594c1ed7e4c709d5eb8383 \ - --hash=sha256:1afa62af6e23f88629f2b29ec9e52ec7c65a7176c1e0a83292b93c76ca882558 \ - --hash=sha256:2777b783f6c13b92bd7b716667452c329eefd646bfb3f2e9dabea2e05dbd34f6 \ - --hash=sha256:3f8904a8165ab21e07e58bf3e30a73f4dffc7a1e0dbc32d51c61b5360d26f43e \ - --hash=sha256:459ab414b35f4496138d0ecd735fed26f1318af5e52cb1efbc82a09f0d5aa911 \ - --hash=sha256:51b13f9aed9d59ee389ad666b8c2214cc87b5de258fa712f9ab05f922e3896c6 \ - --hash=sha256:5397fff416b79e4b284959642a4e95ac4b0f1ece82c9993658e0e477d40551ec \ - --hash=sha256:6092beabe1966a3229f599d7088b38dfc8ffa1608b5b5cdda31e591e6500f856 \ - --hash=sha256:7382b95189546f375c174f53a5fa873cef91c4b8005faa05cc5b3beea9c4f1c5 \ - --hash=sha256:859b13906ce098c0b493af92142ad051bf64c7870fa58a123911c88606714996 \ - --hash=sha256:85f93781028ec63f383f6bc90db785a016319c561cc11151fbb7b34e0d012303 \ - --hash=sha256:94309f498bcc07e5a7d16089ab984d42ad96af1d94b5a4eb966a266d9fcabf68 \ - --hash=sha256:9566fe4ababbb2610c39190791e5b829869351d14369603702e890ef3ad2d06e \ - --hash=sha256:9dca934f24c732750389ce49d638069c3892ad065df86cb465b3fa3012b70c9e \ - --hash=sha256:b2342d87af32790f934a79c3112641e7b27d63c261b8b4395350dad43eff1dc7 \ - --hash=sha256:f12857d24d98441af6a1d5c87442d624411db486f7ba12550b07788f74b67b04 \ - --hash=sha256:f9ab915a267fc47c7e88c387a3a28325b58c898e23d4995f765728f4e3dedb97 \ - --hash=sha256:fbe6e89c7ffb48518384068321621b2a69cab509f58e40e4399fdd378fa6d074 \ - --hash=sha256:fd5f135b1bd58ab088930b3c613455796dfa0393626a6972663ccdda5b4ac6ce - # via qdrant-client -h11==0.16.0 \ - --hash=sha256:4e35b956cf45792e4caa5885e69fba00bdbc6ffafbfa020300e549b208ee5ff1 \ - --hash=sha256:63cf8bbe7522de3bf65932fda1d9c2772064ffb3dae62d55932da54b31cb6c86 - # via - # httpcore - # uvicorn -h2==4.3.0 \ - --hash=sha256:6c59efe4323fa18b47a632221a1888bd7fde6249819beda254aeca909f221bf1 \ - --hash=sha256:c438f029a25f7945c69e0ccf0fb951dc3f73a5f6412981daee861431b70e2bdd - # via httpx -hf-xet==1.3.2 ; platform_machine == 'AMD64' or platform_machine == 'aarch64' or platform_machine == 'amd64' or platform_machine == 'arm64' or platform_machine == 'x86_64' \ - --hash=sha256:06b724a361f670ae557836e57801b82c75b534812e351a87a2c739f77d1e0635 \ - --hash=sha256:06cdbde243c85f39a63b28e9034321399c507bcd5e7befdd17ed2ccc06dfe14e \ - --hash=sha256:305f5489d7241a47e0458ef49334be02411d1d0f480846363c1c8084ed9916f7 \ - --hash=sha256:7c2a054a97c44e136b1f7f5a78f12b3efffdf2eed3abc6746fc5ea4b39511633 \ - --hash=sha256:83d8ec273136171431833a6957e8f3af496bee227a0fe47c7b8b39c106d1749a \ - --hash=sha256:9298b47cce6037b7045ae41482e703c471ce36b52e73e49f71226d2e8e5685a1 \ - --hash=sha256:a85d3d43743174393afe27835bde0cd146e652b5fcfdbcd624602daef2ef3259 \ - --hash=sha256:e130ee08984783d12717444e538587fa2119385e5bd8fc2bb9f930419b73a7af \ - --hash=sha256:f93b7595f1d8fefddfede775c18b5c9256757824f7f6832930b49858483cd56f - # via huggingface-hub -hpack==4.1.0 \ - --hash=sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496 \ - --hash=sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca - # via h2 -httpcore==1.0.9 \ - --hash=sha256:2d400746a40668fc9dec9810239072b40b4484b640a8c38fd654a024c7a1bf55 \ - --hash=sha256:6e34463af53fd2ab5d807f399a9b45ea31c3dfa2276f15a2c3f00afff6e176e8 - # via httpx -httpx==0.27.2 \ - --hash=sha256:7bb2708e112d8fdd7829cd4243970f0c223274051cb35ee80c03301ee29a3df0 \ - --hash=sha256:f7c2be1d2f3c3c3160d441802406b206c2b76f5947b11115e6df10c6c65e66c2 - # via - # huggingface-hub - # ibm-watsonx-ai - # langgraph-sdk - # langsmith - # llama-cloud - # llama-index-core - # mcp - # ols - # openai - # qdrant-client -httpx-sse==0.4.3 \ - --hash=sha256:0ac1c9fe3c0afad2e0ebb25a934a59f4c7823b60792691f779fad2c5568830fc \ - --hash=sha256:9b1ed0127459a66014aec3c56bebd93da3c1bc8bb6618c8082039a44889a755d - # via - # langchain-community - # mcp -huggingface-hub==1.6.0 \ - --hash=sha256:d931ddad8ba8dfc1e816bf254810eb6f38e5c32f60d4184b5885662a3b167325 \ - --hash=sha256:ef40e2d5cb85e48b2c067020fa5142168342d5108a1b267478ed384ecbf18961 - # via - # llama-index-embeddings-huggingface - # sentence-transformers - # tokenizers - # transformers -hyperframe==6.1.0 \ - --hash=sha256:b03380493a519fce58ea5af42e4a42317bf9bd425596f7a0835ffce80f1a42e5 \ - --hash=sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08 - # via h2 -ibm-cos-sdk==2.14.3 \ - --hash=sha256:643b6f2aa1683adad7f432df23407d11ae5adb9d9ad01214115bee77dc64364a - # via ibm-watsonx-ai -ibm-cos-sdk-core==2.14.3 \ - --hash=sha256:85dee7790c92e8db69bf39dae4c02cac211e3c1d81bb86e64fa2d1e929674623 - # via - # ibm-cos-sdk - # ibm-cos-sdk-s3transfer -ibm-cos-sdk-s3transfer==2.14.3 \ - --hash=sha256:2251ebfc4a46144401e431f4a5d9f04c262a0d6f95c88a8e71071da056e55f72 - # via ibm-cos-sdk -ibm-watsonx-ai==1.5.3 \ - --hash=sha256:610c982416e18479e2029d16062e992d42a5454b6db5ed68541aa53b8f3bfa54 \ - --hash=sha256:a7a1af3bebd8271e0fb7a04b17792131ad7f3e697cd4aea0aae0687695cb884f - # via - # langchain-ibm - # ols -idna==3.11 \ - --hash=sha256:771a87f49d9defaf64091e6e6fe9c18d4833f140bd19464795bc32d966ca37ea \ - --hash=sha256:795dafcc9c04ed0c1fb032c2aa73654d8e8c5023a7df64a53f39190ada629902 - # via - # anyio - # httpx - # requests - # yarl -jinja2==3.1.6 \ - --hash=sha256:0137fb05990d35f1275a587e9aee6d56da821fc83491a0fb838183be43f66d6d \ - --hash=sha256:85ece4451f492d0c13c5dd7c13a64681a86afae63a5f347908daf103ce6d2f67 - # via - # banks - # ols - # torch -jiter==0.10.0 \ - --hash=sha256:07a7142c38aacc85194391108dc91b5b57093c978a9932bd86a36862759d9500 \ - --hash=sha256:0c5867d40ab716e4684858e4887489685968a47e3ba222e44cde6e4a2154f959 \ - --hash=sha256:13252b58c1f4d8c5b63ab103c03d909e8e1e7842d302473f482915d95fefd605 \ - --hash=sha256:13ddbc6ae311175a3b03bd8994881bc4635c923754932918e18da841632349db \ - --hash=sha256:1e274728e4a5345a6dde2d343c8da018b9d4bd4350f5a472fa91f66fda44911b \ - --hash=sha256:23ba7722d6748b6920ed02a8f1726fb4b33e0fd2f3f621816a8b486c66410ab2 \ - --hash=sha256:371eab43c0a288537d30e1f0b193bc4eca90439fc08a022dd83e5e07500ed026 \ - --hash=sha256:395bb9a26111b60141757d874d27fdea01b17e8fac958b91c20128ba8f4acc8a \ - --hash=sha256:3bebe0c558e19902c96e99217e0b8e8b17d570906e72ed8a87170bc290b1e978 \ - --hash=sha256:4c440ea003ad10927a30521a9062ce10b5479592e8a70da27f21eeb457b4a9c5 \ - --hash=sha256:4d613e4b379a07d7c8453c5712ce7014e86c6ac93d990a0b8e7377e18505e98d \ - --hash=sha256:533efbce2cacec78d5ba73a41756beff8431dfa1694b6346ce7af3a12c42202b \ - --hash=sha256:558cc7e44fd8e507a236bee6a02fa17199ba752874400a0ca6cd6e2196cdb7dc \ - --hash=sha256:62755d1bcea9876770d4df713d82606c8c1a3dca88ff39046b85a048566d56ea \ - --hash=sha256:6842184aed5cdb07e0c7e20e5bdcfafe33515ee1741a6835353bb45fe5d1bd95 \ - --hash=sha256:6c675736059020365cebc845a820214765162728b51ab1e03a1b7b3abb70f74c \ - --hash=sha256:7202ae396446c988cb2a5feb33a543ab2165b786ac97f53b59aafb803fef0744 \ - --hash=sha256:7d1bbf3c465de4a24ab12fb7766a0003f6f9bce48b8b6a886158c4d569452dc5 \ - --hash=sha256:8be921f0cadd245e981b964dfbcd6fd4bc4e254cdc069490416dd7a2632ecc01 \ - --hash=sha256:919d139cdfa8ae8945112398511cb7fca58a77382617d279556b344867a37e61 \ - --hash=sha256:9c9c1d5f10e18909e993f9641f12fe1c77b3e9b533ee94ffa970acc14ded3812 \ - --hash=sha256:a7c7d785ae9dda68c2678532a5a1581347e9c15362ae9f6e68f3fdbfb64f2e49 \ - --hash=sha256:db16e4848b7e826edca4ccdd5b145939758dadf0dc06e7007ad0e9cfb5928ae7 \ - --hash=sha256:dc347c87944983481e138dea467c0551080c86b9d21de6ea9306efb12ca8f606 \ - --hash=sha256:f62cf8ba0618eda841b9bf61797f21c5ebd15a7a1e19daab76e4e4b498d515b2 - # via openai -jmespath==1.0.1 \ - --hash=sha256:02e2e4cc71b5bcab88332eebf907519190dd9e6e82107fa7f83b1003a6252980 \ - --hash=sha256:90261b206d6defd58fdd5e85f478bf633a2901798906be2ad389150c5c60edbe - # via - # ibm-cos-sdk - # ibm-cos-sdk-core -joblib==1.5.3 \ - --hash=sha256:5fc3c5039fc5ca8c0276333a188bbd59d6b7ab37fe6632daa76bc7f9ec18e713 \ - --hash=sha256:8561a3269e6801106863fd0d6d84bb737be9e7631e33aaed3fb9ce5953688da3 - # via - # nltk - # scikit-learn -jsonpatch==1.33 \ - --hash=sha256:0ae28c0cd062bbd8b8ecc26d7d164fbbea9652a1a3693f3b956c1eae5145dade \ - --hash=sha256:9fcd4009c41e6d12348b4a0ff2563ba56a2923a7dfee731d004e212e1ee5030c - # via langchain-core -jsonpointer==3.0.0 \ - --hash=sha256:13e088adc14fca8b6aa8177c044e12701e6ad4b28ff10e65f2267a90109c9942 \ - --hash=sha256:2b2d729f2091522d61c3b31f82e11870f60b68f43fbc705cb76bf4b832af59ef - # via jsonpatch -jsonschema==4.26.0 \ - --hash=sha256:0c26707e2efad8aa1bfc5b7ce170f3fccc2e4918ff85989ba9ffa9facb2be326 \ - --hash=sha256:d489f15263b8d200f8387e64b4c3a75f06629559fb73deb8fdfb525f2dab50ce - # via mcp -jsonschema-specifications==2025.9.1 \ - --hash=sha256:98802fee3a11ee76ecaca44429fda8a41bff98b00a0f2838151b113f210cc6fe \ - --hash=sha256:b540987f239e745613c7a9176f3edb72b832a4ac465cf02712288397832b5e8d - # via jsonschema -kubernetes==33.1.0 \ - --hash=sha256:544de42b24b64287f7e0aa9513c93cb503f7f40eea39b20f66810011a86eabc5 \ - --hash=sha256:f64d829843a54c251061a8e7a14523b521f2dc5c896cf6d65ccf348648a88993 - # via ols -langchain==1.2.10 \ - --hash=sha256:bdcd7218d9c79a413cf15e106e4eb94408ac0963df9333ccd095b9ed43bf3be7 \ - --hash=sha256:e07a377204451fffaed88276b8193e894893b1003e25c5bca6539288ccca3698 - # via ols -langchain-classic==1.0.2 \ - --hash=sha256:ae3480f488d2cf778f75e59ce0316b336fe2bcd4f8828aeb1aef1e2f26987d7f \ - --hash=sha256:bbf686613d0051905794f2646ecb6a79fa398db399750a4af039107d93054335 - # via langchain-community -langchain-community==0.4.1 \ - --hash=sha256:2135abb2c7748a35c84613108f7ebf30f8505b18c3c18305ffaecfc7651f6c6a \ - --hash=sha256:f3b211832728ee89f169ddce8579b80a085222ddb4f4ed445a46e977d17b1e85 - # via ols -langchain-core==1.2.18 \ - --hash=sha256:cccb79523e0045174ab826054e555fddc973266770e427588c8f1ec9d9d6212b \ - --hash=sha256:ffe53eec44636d092895b9fe25d28af3aaf79060e293fa7cda2a5aaa50c80d21 - # via - # langchain - # langchain-classic - # langchain-community - # langchain-ibm - # langchain-mcp-adapters - # langchain-openai - # langchain-text-splitters - # langgraph - # langgraph-checkpoint - # langgraph-prebuilt -langchain-ibm==1.0.4 \ - --hash=sha256:a8045822774bf8af8747084705c2da0a987215963407a87825da2182a49827df \ - --hash=sha256:c583e5af73394b679ab9091889cbff604e4113bedddda976d3bb27a62498eb67 - # via ols -langchain-mcp-adapters==0.2.1 \ - --hash=sha256:58e64c44e8df29ca7eb3b656cf8c9931ef64386534d7ca261982e3bdc63f3176 \ - --hash=sha256:9f96ad4c64230f6757297fec06fde19d772c99dbdfbca987f7b7cfd51ff77240 - # via ols -langchain-openai==1.1.9 ; python_full_version >= '3.12' \ - --hash=sha256:ca2482b136c45fb67c0db84a9817de675e0eb8fb2203a33914c1b7a96f273940 \ - --hash=sha256:fdee25dcf4b0685d8e2f59856f4d5405431ef9e04ab53afe19e2e8360fed8234 - # via ols -langchain-openai==1.1.11 ; python_full_version < '3.12' \ - --hash=sha256:44b003a2960d1f6699f23721196b3b97d0c420d2e04444950869213214b7a06a \ - --hash=sha256:a03596221405d38d6852fb865467cb0d9ff9e79f335905eb6a576e8c4874ac71 - # via ols -langchain-text-splitters==1.1.1 \ - --hash=sha256:34861abe7c07d9e49d4dc852d0129e26b32738b60a74486853ec9b6d6a8e01d2 \ - --hash=sha256:5ed0d7bf314ba925041e7d7d17cd8b10f688300d5415fb26c29442f061e329dc - # via langchain-classic -langgraph==1.0.10 \ - --hash=sha256:73bd10ee14a8020f31ef07e9cd4c1a70c35cc07b9c2b9cd637509a10d9d51e29 \ - --hash=sha256:7c298bef4f6ea292fcf9824d6088fe41a6727e2904ad6066f240c4095af12247 - # via langchain -langgraph-checkpoint==4.0.1 \ - --hash=sha256:b433123735df11ade28829e40ce25b9be614930cd50245ff2af60629234befd9 \ - --hash=sha256:e3adcd7a0e0166f3b48b8cf508ce0ea366e7420b5a73aa81289888727769b034 - # via - # langgraph - # langgraph-prebuilt -langgraph-prebuilt==1.0.8 \ - --hash=sha256:0cd3cf5473ced8a6cd687cc5294e08d3de57529d8dd14fdc6ae4899549efcf69 \ - --hash=sha256:d16a731e591ba4470f3e313a319c7eee7dbc40895bcf15c821f985a3522a7ce0 - # via langgraph -langgraph-sdk==0.3.10 \ - --hash=sha256:56fa7ec9a1daa296222a3405903d01211c8140acf1ec722c410a0f849d07d5a9 \ - --hash=sha256:e8829d618a8c3e1402dc3415dced07423878c3914fb68ddbeabe8657402f7f0f - # via langgraph -langsmith==0.7.16 \ - --hash=sha256:87267d32c1220ec34bd0074d3d04b57c7394328a39a02182b62ab4ae09d28144 \ - --hash=sha256:c84a7a06938025fe0aad992acc546dd75ce3f757ba8ee5b00ad914911d4fc02e - # via - # langchain-classic - # langchain-community - # langchain-core -llama-cloud==0.1.35 \ - --hash=sha256:200349d5d57424d7461f304cdb1355a58eea3e6ca1e6b0d75c66b2e937216983 \ - --hash=sha256:b7abab4423118e6f638d2f326749e7a07c6426543bea6da99b623c715b22af71 - # via - # llama-cloud-services - # llama-index-indices-managed-llama-cloud -llama-cloud-services==0.6.54 \ - --hash=sha256:07f595f7a0ba40c6a1a20543d63024ca7600fe65c4811d1951039977908997be \ - --hash=sha256:baf65d9bffb68f9dca98ac6e22908b6675b2038b021e657ead1ffc0e43cbd45d - # via llama-parse -llama-index==0.14.0 ; python_full_version >= '3.12' \ - --hash=sha256:ae9d56834744f5213d314d513cc533eade32c351acda6dae8810d5eb7fc7da76 \ - --hash=sha256:e6527a981f05c7279d6a985b1c2c705c1581f987440837d7629f3719c2e35f65 - # via ols -llama-index==0.14.15 ; python_full_version < '3.12' \ - --hash=sha256:079f65e72af87c72dd8b516aa2dd520b52eb2128722d66ecce1e5148cee357c0 \ - --hash=sha256:469bf8ff77a445dbf402ed08978a0c8ebf59d40fcd15d289e07e5791e0513cea - # via ols -llama-index-cli==0.5.1 ; python_full_version >= '3.12' \ - --hash=sha256:0446159d85c56c29022c1c830c9886f670d5f59d69343c3c029a3b20eda1a9d8 \ - --hash=sha256:5429b2fd7960df7724c2955b6e6901f6fa910b7b5ecef411c979a8b545a6b7e2 - # via llama-index -llama-index-cli==0.5.5 ; python_full_version < '3.12' \ - --hash=sha256:a2de5a22f675f60908c8cd1fd873f132cf2bfdf3462fa79ef5fbe6b95727a30b \ - --hash=sha256:ac041aa61c2e194266a07fea617500a063f389af7dd6ae02f8cd3f1f7644d06d - # via llama-index -llama-index-core==0.13.6 ; python_full_version >= '3.12' \ - --hash=sha256:67bec3c06a8105cd82d83db0f8c3122f4e4d8a4b9c7a2768cced6a2686ddb331 \ - --hash=sha256:80315a6bd1f9804f48c1870eff1a0315bf9fe5a413747d53eb88a8ebb2602b97 - # via - # llama-cloud-services - # llama-index - # llama-index-cli - # llama-index-embeddings-huggingface - # llama-index-embeddings-openai - # llama-index-indices-managed-llama-cloud - # llama-index-llms-openai - # llama-index-readers-file - # llama-index-readers-llama-parse - # llama-index-vector-stores-faiss - # ols -llama-index-core==0.14.15 ; python_full_version < '3.12' \ - --hash=sha256:3766aeeb95921b3a2af8c2a51d844f75f404215336e1639098e3652db52c68ce \ - --hash=sha256:e02b321c10673871a38aaefdc4a93d5ae8ec324cad4408683189e5a1aa1e3d52 - # via - # llama-cloud-services - # llama-index - # llama-index-cli - # llama-index-embeddings-huggingface - # llama-index-embeddings-openai - # llama-index-indices-managed-llama-cloud - # llama-index-llms-openai - # llama-index-readers-file - # llama-index-readers-llama-parse - # llama-index-vector-stores-faiss - # ols -llama-index-embeddings-huggingface==0.6.1 \ - --hash=sha256:3b21ffeda22f8221ed55778bb3daed71664ab07b341f1dd2f408963bd20355b9 \ - --hash=sha256:b63990cf71ee7a36c51f36657133fcf76130e9bf5dcf9eb5a73a5087106d6881 - # via ols -llama-index-embeddings-openai==0.5.2 \ - --hash=sha256:091bd0c3e9182748e8827de7d79713a219d5f5e0dc97d1bb7b271cf524520e4b \ - --hash=sha256:37e7967de05b05f16c9b171091110bb1c6e5a0720198ea306d57cd3920cb81b7 - # via - # llama-index - # llama-index-cli -llama-index-indices-managed-llama-cloud==0.9.0 ; python_full_version >= '3.12' \ - --hash=sha256:392910b84fcd479d5e728553741af4f99dac7d4c56d6f0fc8e401b23f1462d09 \ - --hash=sha256:fbaadb6ae3ee712daf439aa9be367ede1f8b190018b55010d7c35375d29ce4b7 - # via llama-index -llama-index-indices-managed-llama-cloud==0.9.4 ; python_full_version < '3.12' \ - --hash=sha256:535a08811046803ca6ab7f8e9d510e926aa5306608b02201ad3d9d21701383bc \ - --hash=sha256:b5e00752ab30564abf19c57595a2107f5697c3b03b085817b4fca84a38ebbd59 - # via llama-index -llama-index-instrumentation==0.4.3 \ - --hash=sha256:4669d5f6da4b478784a196489d4b58072cb2e6928c3781d2bddd34f36da9cac1 \ - --hash=sha256:6a8bd34b0c2fb9485971f952f3e5d63341eb87f8c55c82f2819a37e174494eb9 - # via llama-index-workflows -llama-index-llms-openai==0.5.6 ; python_full_version >= '3.12' \ - --hash=sha256:92533e83be2eb321d84a01a84fb2bf4506bf684c410cd94ccb29ae6c949a27d4 \ - --hash=sha256:a93a897fe733a6d7b668cbc6cca546e644054ddf5497821141b2d4b5ffb6ea80 - # via - # llama-index - # llama-index-cli -llama-index-llms-openai==0.6.26 ; python_full_version < '3.12' \ - --hash=sha256:2062ef505676d0a1c7c116c138c2f890aa7653619fc3ca697e47df7bd2ef8b3f \ - --hash=sha256:3474602ecbc30c88a8b585cfd5737891d45da78251a5e067c4dbc2d3cc3d08db - # via - # llama-index - # llama-index-cli -llama-index-readers-file==0.5.6 \ - --hash=sha256:1c08b14facc2dfe933622aaa26dc7d2a7a6023c42d3db896a2c948789edaf1ea \ - --hash=sha256:32e83f9adb4e4803e6c7cef746c44fa0949013b1cb76f06f422e9491d198dbda - # via llama-index -llama-index-readers-llama-parse==0.5.1 \ - --hash=sha256:0d41450ed29b0c49c024e206ef6c8e662b1854e77a1c5faefed3b958be54f880 \ - --hash=sha256:2b78b73faa933e30e6c69df351e4e9f36dfe2ae142e2ab3969ddd2ac48930e37 - # via llama-index -llama-index-vector-stores-faiss==0.5.3 \ - --hash=sha256:9620b1e27e96233fda88878c453532fba6061cf7ba7a53698a34703faab21ece \ - --hash=sha256:ef186e38a820e696a1adca15432c8539d73f2959eb05671011db21091a286c8c - # via ols -llama-index-workflows==1.3.0 ; python_full_version >= '3.12' \ - --hash=sha256:328cc25d92b014ef527f105a2f2088c0924fff0494e53d93decb951f14fbfe47 \ - --hash=sha256:9c1688e237efad384f16485af71c6f9456a2eb6d85bf61ff49e5717f10ff286d - # via llama-index-core -llama-index-workflows==2.15.1 ; python_full_version < '3.12' \ - --hash=sha256:5e46dae2c683d3a9de800a4faf472b4aa915026b3f41bd36baba307b12cd3e7f \ - --hash=sha256:a36b4a8f30e5899c33391e99bad5768b9ca8331ace75f2f5bbbc0c0d380c2a0e - # via llama-index-core -llama-parse==0.6.54 \ - --hash=sha256:c66c8d51cf6f29a44eaa8595a595de5d2598afc86e5a33a4cebe5fe228036920 \ - --hash=sha256:c707b31152155c9bae84e316fab790bbc8c85f4d8825ce5ee386ebeb7db258f1 - # via llama-index-readers-llama-parse -lomond==0.3.3 \ - --hash=sha256:427936596b144b4ec387ead99aac1560b77c8a78107d3d49415d3abbe79acbd3 \ - --hash=sha256:df1dd4dd7b802a12b71907ab1abb08b8ce9950195311207579379eb3b1553de7 - # via ibm-watsonx-ai -markdown-it-py==4.0.0 \ - --hash=sha256:87327c59b172c5011896038353a81343b6754500a08cd7a4973bb48c6d578147 \ - --hash=sha256:cb0a2b4aa34f932c007117b194e945bd74e0ec24133ceb5bac59009cda1cb9f3 - # via rich -markupsafe==3.0.3 \ - --hash=sha256:068f375c472b3e7acbe2d5318dea141359e6900156b5b2ba06a30b169086b91a \ - --hash=sha256:0bf2a864d67e76e5c9a34dc26ec616a66b9888e25e7b9460e1c76d3293bd9dbf \ - --hash=sha256:0db14f5dafddbb6d9208827849fad01f1a2609380add406671a26386cdf15a19 \ - --hash=sha256:1872df69a4de6aead3491198eaf13810b565bdbeec3ae2dc8780f14458ec73ce \ - --hash=sha256:1cc7ea17a6824959616c525620e387f6dd30fec8cb44f649e31712db02123dad \ - --hash=sha256:26a5784ded40c9e318cfc2bdb30fe164bdb8665ded9cd64d500a34fb42067b1c \ - --hash=sha256:35add3b638a5d900e807944a078b51922212fb3dedb01633a8defc4b01a3c85f \ - --hash=sha256:3a7e8ae81ae39e62a41ec302f972ba6ae23a5c5396c8e60113e9066ef893da0d \ - --hash=sha256:3b562dd9e9ea93f13d53989d23a7e775fdfd1066c33494ff43f5418bc8c58a5c \ - --hash=sha256:4bd4cd07944443f5a265608cc6aab442e4f74dff8088b0dfc8238647b8f6ae9a \ - --hash=sha256:6b5420a1d9450023228968e7e6a9ce57f65d148ab56d2313fcd589eee96a7a50 \ - --hash=sha256:722695808f4b6457b320fdc131280796bdceb04ab50fe1795cd540799ebe1698 \ - --hash=sha256:77f0643abe7495da77fb436f50f8dab76dbc6e5fd25d39589a0f1fe6548bfa2b \ - --hash=sha256:7be7b61bb172e1ed687f1754f8e7484f1c8019780f6f6b0786e76bb01c2ae115 \ - --hash=sha256:83891d0e9fb81a825d9a6d61e3f07550ca70a076484292a70fde82c4b807286f \ - --hash=sha256:94c6f0bb423f739146aec64595853541634bde58b2135f27f61c1ffd1cd4d16a \ - --hash=sha256:bc51efed119bc9cfdf792cdeaa4d67e8f6fcccab66ed4bfdd6bde3e59bfcbb2f \ - --hash=sha256:be8813b57049a7dc738189df53d69395eba14fb99345e0a5994914a3864c8a4b \ - --hash=sha256:d53197da72cc091b024dd97249dfc7794d6a56530370992a5e1a08983ad9230e \ - --hash=sha256:d6dd0be5b5b189d31db7cda48b91d7e0a9795f31430b7f271219ab30f1d3ac9d \ - --hash=sha256:d88b440e37a16e651bda4c7c2b930eb586fd15ca7406cb39e211fcff3bf3017d \ - --hash=sha256:de8a88e63464af587c950061a5e6a67d3632e36df62b986892331d4620a35c01 \ - --hash=sha256:f9e130248f4462aaa8e2552d547f36ddadbeaa573879158d721bbd33dfe4743a - # via jinja2 -marshmallow==3.26.2 \ - --hash=sha256:013fa8a3c4c276c24d26d84ce934dc964e2aa794345a0f8c7e5a7191482c8a73 \ - --hash=sha256:bbe2adb5a03e6e3571b573f42527c6fe926e17467833660bebd11593ab8dfd57 - # via dataclasses-json -mcp==1.26.0 \ - --hash=sha256:904a21c33c25aa98ddbeb47273033c435e595bbacfdb177f4bd87f6dceebe1ca \ - --hash=sha256:db6e2ef491eecc1a0d93711a76f28dec2e05999f93afd48795da1c1137142c66 - # via - # langchain-mcp-adapters - # ols -mdurl==0.1.2 \ - --hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \ - --hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba - # via markdown-it-py -mpmath==1.3.0 \ - --hash=sha256:7a28eb2a9774d00c7bc92411c19a89209d5da7c4c9a9e227be8330a23a25b91f \ - --hash=sha256:a0b2b9fe80bbcd81a6647ff13108738cfb482d481d826cc0e02f5b35e5c88d2c - # via sympy -msal==1.35.1 \ - --hash=sha256:70cac18ab80a053bff86219ba64cfe3da1f307c74b009e2da57ef040eb1b5656 \ - --hash=sha256:8f4e82f34b10c19e326ec69f44dc6b30171f2f7098f3720ea8a9f0c11832caa3 - # via - # azure-identity - # msal-extensions -msal-extensions==1.3.1 \ - --hash=sha256:96d3de4d034504e969ac5e85bae8106c8373b5c6568e4c8fa7af2eca9dbe6bca \ - --hash=sha256:c5b0fd10f65ef62b5f1d62f4251d51cbcaf003fcedae8c91b040a488614be1a4 - # via azure-identity -multidict==6.7.1 \ - --hash=sha256:0b38ebffd9be37c1170d33bc0f36f4f262e0a09bc1aac1c34c7aa51a7293f0b3 \ - --hash=sha256:10ae39c9cfe6adedcdb764f5e8411d4a92b055e35573a2eaa88d3323289ef93c \ - --hash=sha256:128441d052254f42989ef98b7b6a6ecb1e6f708aa962c7984235316db59f50fa \ - --hash=sha256:25167cc263257660290fba06b9318d2026e3c910be240a146e1f66dd114af2b0 \ - --hash=sha256:28ca5ce2fd9716631133d0e9a9b9a745ad7f60bac2bccafb56aa380fc0b6c511 \ - --hash=sha256:2e2d2ed645ea29f31c4c7ea1552fcfd7cb7ba656e1eafd4134a6620c9f5fdd9e \ - --hash=sha256:3758692429e4e32f1ba0df23219cd0b4fc0a52f476726fff9337d1a57676a582 \ - --hash=sha256:38fb49540705369bab8484db0689d86c0a33a0a9f2c1b197f506b71b4b6c19b0 \ - --hash=sha256:398c1478926eca669f2fd6a5856b6de9c0acf23a2cb59a14c0ba5844fa38077e \ - --hash=sha256:3d51ff4785d58d3f6c91bdbffcb5e1f7ddfda557727043aa20d20ec4f65e324a \ - --hash=sha256:3fccb473e87eaa1382689053e4a4618e7ba7b9b9b8d6adf2027ee474597128cd \ - --hash=sha256:439cbebd499f92e9aa6793016a8acaa161dfa749ae86d20960189f5398a19144 \ - --hash=sha256:55d97cc6dae627efa6a6e548885712d4864b81110ac76fa4e534c03819fa4a56 \ - --hash=sha256:619e5a1ac57986dbfec9f0b301d865dddf763696435e2962f6d9cf2fdff2bb71 \ - --hash=sha256:6b83cabdc375ffaaa15edd97eb7c0c672ad788e2687004990074d7d6c9b140c8 \ - --hash=sha256:6d3bc717b6fe763b8be3f2bee2701d3c8eb1b2a8ae9f60910f1b2860c82b6c49 \ - --hash=sha256:7ff981b266af91d7b4b3793ca3382e53229088d193a85dfad6f5f4c27fc73e5d \ - --hash=sha256:844c5bca0b5444adb44a623fb0a1310c2f4cd41f402126bb269cd44c9b3f3e1e \ - --hash=sha256:8be1802715a8e892c784c0197c2ace276ea52702a0ede98b6310c8f255a5afb3 \ - --hash=sha256:95922cee9a778659e91db6497596435777bd25ed116701a4c034f8e46544955a \ - --hash=sha256:9c90fed18bffc0189ba814749fdcc102b536e83a9f738a9003e569acd540a733 \ - --hash=sha256:a088b62bd733e2ad12c50dad01b7d0166c30287c166e137433d3b410add807a6 \ - --hash=sha256:a90f75c956e32891a4eda3639ce6dd86e87105271f43d43442a3aedf3cddf172 \ - --hash=sha256:b0fa96985700739c4c7853a43c0b3e169360d6855780021bfc6d0f1ce7c123e7 \ - --hash=sha256:b8c990b037d2fff2f4e33d3f21b9b531c5745b33a49a7d6dbe7a177266af44f6 \ - --hash=sha256:ba0a9fb644d0c1a2194cf7ffb043bd852cea63a57f66fbd33959f7dae18517bf \ - --hash=sha256:bdbf9f3b332abd0cdb306e7c2113818ab1e922dc84b8f8fd06ec89ed2a19ab8b \ - --hash=sha256:bfde23ef6ed9db7eaee6c37dcec08524cb43903c60b285b172b6c094711b3961 \ - --hash=sha256:c102791b1c4f3ab36ce4101154549105a53dc828f016356b3e3bcae2e3a039d3 \ - --hash=sha256:c3a32d23520ee37bf327d1e1a656fec76a2edd5c038bf43eddfa0572ec49c60b \ - --hash=sha256:cb2a55f408c3043e42b40cc8eecd575afa27b7e0b956dfb190de0f8499a57a53 \ - --hash=sha256:d62b7f64ffde3b99d06b707a280db04fb3855b55f5a06df387236051d0668f4a \ - --hash=sha256:da62917e6076f512daccfbbde27f46fed1c98fee202f0559adec8ee0de67f71a \ - --hash=sha256:eb0ce7b2a32d09892b3dd6cc44877a0d02a33241fafca5f25c8b6b62374f8b75 \ - --hash=sha256:ec6652a1bee61c53a3e5776b6049172c53b6aaba34f18c9ad04f82712bac623d \ - --hash=sha256:f2a0a924d4c2e9afcd7ec64f9de35fcd96915149b2216e1cb2c10a56df483855 \ - --hash=sha256:fc5907494fccf3e7d3f94f95c91d6336b092b5fc83811720fae5e2765890dfba \ - --hash=sha256:fcee94dfbd638784645b066074b338bc9cc155d4b4bffa4adce1615c5a426c19 - # via - # aiohttp - # yarl -mypy-extensions==1.1.0 \ - --hash=sha256:1be4cccdb0f2482337c4743e60421de3a356cd97508abadd57d47403e94f5505 \ - --hash=sha256:52e68efc3284861e772bbcd66823fde5ae21fd2fdb51c62a211403730b916558 - # via typing-inspect -nest-asyncio==1.6.0 \ - --hash=sha256:6f172d5449aca15afd6c646851f4e31e02c598d553a667e38cafa997cfec55fe \ - --hash=sha256:87af6efd6b5e897c81050477ef65c62e2b2f35d51703cae01aff2905b1852e1c - # via llama-index-core -networkx==3.6.1 \ - --hash=sha256:26b7c357accc0c8cde558ad486283728b65b6a95d85ee1cd66bafab4c8168509 \ - --hash=sha256:d47fbf302e7d9cbbb9e2555a0d267983d2aa476bac30e90dfbe5669bd57f3762 - # via - # llama-index-core - # torch -nltk==3.9.3 \ - --hash=sha256:60b3db6e9995b3dd976b1f0fa7dec22069b2677e759c28eb69b62ddd44870522 \ - --hash=sha256:cb5945d6424a98d694c2b9a0264519fab4363711065a46aa0ae7a2195b92e71f - # via - # llama-index - # llama-index-core -numpy==2.4.3 \ - --hash=sha256:23b46bb6d8ecb68b58c09944483c135ae5f0e9b8d8858ece5e4ead783771d2a9 \ - --hash=sha256:26952e18d82a1dbbc2f008d402021baa8d6fc8e84347a2072a25e08b46d698b9 \ - --hash=sha256:29363fbfa6f8ee855d7569c96ce524845e3d726d6c19b29eceec7dd555dab152 \ - --hash=sha256:2abad5c7fef172b3377502bde47892439bae394a71bc329f31df0fd829b41a9e \ - --hash=sha256:2b3f8d2c4589b1a2028d2a770b0fc4d1f332fb5e01521f4de3199a896d158ddd \ - --hash=sha256:2ddb7919366ee468342b91dea2352824c25b55814a987847b6c52003a7c97f15 \ - --hash=sha256:32e3bef222ad6b052280311d1d60db8e259e4947052c3ae7dd6817451fc8a4c5 \ - --hash=sha256:33b3bf58ee84b172c067f56aeadc7ee9ab6de69c5e800ab5b10295d54c581adb \ - --hash=sha256:483a201202b73495f00dbc83796c6ae63137a9bdade074f7648b3e32613412dd \ - --hash=sha256:48da3a4ee1336454b07497ff7ec83903efa5505792c4e6d9bf83d99dc07a1e18 \ - --hash=sha256:4b42639cdde6d24e732ff823a3fa5b701d8acad89c4142bc1d0bd6dc85200ba5 \ - --hash=sha256:61b0cbabbb6126c8df63b9a3a0c4b1f44ebca5e12ff6997b80fcf267fb3150ef \ - --hash=sha256:65f3c2455188f09678355f5cae1f959a06b778bc66d535da07bf2ef20cd319d5 \ - --hash=sha256:715de7f82e192e8cae5a507a347d97ad17598f8e026152ca97233e3666daaa71 \ - --hash=sha256:737f630a337364665aba3b5a77e56a68cc42d350edd010c345d65a3efa3addcc \ - --hash=sha256:7395e69ff32526710748f92cd8c9849b361830968ea3e24a676f272653e8983e \ - --hash=sha256:76dbb9d4e43c16cf9aa711fcd8de1e2eeb27539dcefb60a1d5e9f12fae1d1ed8 \ - --hash=sha256:76f0f283506c28b12bba319c0fab98217e9f9b54e6160e9c79e9f7348ba32e9c \ - --hash=sha256:77e76d932c49a75617c6d13464e41203cd410956614d0a0e999b25e9e8d27eec \ - --hash=sha256:7e58765ad74dcebd3ef0208a5078fba32dc8ec3578fe84a604432950cd043d79 \ - --hash=sha256:8ba7b51e71c05aa1f9bc3641463cd82308eab40ce0d5c7e1fd4038cbf9938147 \ - --hash=sha256:8e236dbda4e1d319d681afcbb136c0c4a8e0f1a5c58ceec2adebb547357fe857 \ - --hash=sha256:a016db5c5dba78fa8fe9f5d80d6708f9c42ab087a739803c0ac83a43d686a470 \ - --hash=sha256:a1988292870c7cb9d0ebb4cc96b4d447513a9644801de54606dc7aabf2b7d920 \ - --hash=sha256:a315e5234d88067f2d97e1f2ef670a7569df445d55400f1e33d117418d008d52 \ - --hash=sha256:abdce0f71dcb4a00e4e77f3faf05e4616ceccfe72ccaa07f47ee79cda3b7b0f4 \ - --hash=sha256:bc71942c789ef415a37f0d4eab90341425a00d538cd0642445d30b41023d3395 \ - --hash=sha256:c6b124bfcafb9e8d3ed09130dbee44848c20b3e758b6bbf006e641778927c028 \ - --hash=sha256:e7dd01a46700b1967487141a66ac1a3cf0dd8ebf1f08db37d46389401512ca97 \ - --hash=sha256:eb610595dd91560905c132c709412b512135a60f1851ccbd2c959e136431ff67 - # via - # faiss-cpu - # langchain-community - # llama-index-core - # pandas - # qdrant-client - # rank-bm25 - # scikit-learn - # scipy - # sentence-transformers - # transformers -nvidia-cublas-cu12==12.8.4.1 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:8ac4e771d5a348c551b2a426eda6193c19aa630236b418086020df5ba9667142 - # via - # nvidia-cudnn-cu12 - # nvidia-cusolver-cu12 - # torch -nvidia-cuda-cupti-cu12==12.8.90 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:ea0cb07ebda26bb9b29ba82cda34849e73c166c18162d3913575b0c9db9a6182 - # via torch -nvidia-cuda-nvrtc-cu12==12.8.93 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:a7756528852ef889772a84c6cd89d41dfa74667e24cca16bb31f8f061e3e9994 - # via torch -nvidia-cuda-runtime-cu12==12.8.90 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:adade8dcbd0edf427b7204d480d6066d33902cab2a4707dcfc48a2d0fd44ab90 - # via torch -nvidia-cudnn-cu12==9.10.2.21 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:949452be657fa16687d0930933f032835951ef0892b37d2d53824d1a84dc97a8 - # via torch -nvidia-cufft-cu12==11.3.3.83 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:4d2dd21ec0b88cf61b62e6b43564355e5222e4a3fb394cac0db101f2dd0d4f74 - # via torch -nvidia-cufile-cu12==1.13.1.3 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:1d069003be650e131b21c932ec3d8969c1715379251f8d23a1860554b1cb24fc - # via torch -nvidia-curand-cu12==10.3.9.90 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:b32331d4f4df5d6eefa0554c565b626c7216f87a06a4f56fab27c3b68a830ec9 - # via torch -nvidia-cusolver-cu12==11.7.3.90 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:4376c11ad263152bd50ea295c05370360776f8c3427b30991df774f9fb26c450 - # via torch -nvidia-cusparse-cu12==12.5.8.93 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:1ec05d76bbbd8b61b06a80e1eaf8cf4959c3d4ce8e711b65ebd0443bb0ebb13b - # via - # nvidia-cusolver-cu12 - # torch -nvidia-cusparselt-cu12==0.7.1 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:f1bb701d6b930d5a7cea44c19ceb973311500847f81b634d802b7b539dc55623 - # via torch -nvidia-nccl-cu12==2.27.5 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:ad730cf15cb5d25fe849c6e6ca9eb5b76db16a80f13f425ac68d8e2e55624457 - # via torch -nvidia-nvjitlink-cu12==12.8.93 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:81ff63371a7ebd6e6451970684f916be2eab07321b73c9d244dc2b4da7f73b88 - # via - # nvidia-cufft-cu12 - # nvidia-cusolver-cu12 - # nvidia-cusparse-cu12 - # torch -nvidia-nvshmem-cu12==3.4.5 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:042f2500f24c021db8a06c5eec2539027d57460e1c1a762055a6554f72c369bd - # via torch -nvidia-nvtx-cu12==12.8.90 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:5b17e2001cc0d751a5bc2c6ec6d26ad95913324a4adb86788c944f8ce9ba441f - # via torch -oauthlib==3.3.1 \ - --hash=sha256:0f0f8aa759826a193cf66c12ea1af1637f87b9b4622d46e866952bb022e538c9 \ - --hash=sha256:88119c938d2b8fb88561af5f6ee0eec8cc8d552b7bb1f712743136eb7523b7a1 - # via - # kubernetes - # requests-oauthlib -openai==1.109.1 ; python_full_version >= '3.12' \ - --hash=sha256:6bcaf57086cf59159b8e27447e4e7dd019db5d29a438072fbd49c290c7e65315 \ - --hash=sha256:d173ed8dbca665892a6db099b4a2dfac624f94d20a93f46eb0b56aae940ed869 - # via - # langchain-openai - # llama-index-embeddings-openai - # llama-index-llms-openai - # ols -openai==2.26.0 ; python_full_version < '3.12' \ - --hash=sha256:6151bf8f83802f036117f06cc8a57b3a4da60da9926826cc96747888b57f394f \ - --hash=sha256:b41f37c140ae0034a6e92b0c509376d907f3a66109935fba2c1b471a7c05a8fb - # via - # langchain-openai - # llama-index-embeddings-openai - # llama-index-llms-openai - # ols -orjson==3.11.7 \ - --hash=sha256:0527a4510c300e3b406591b0ba69b5dc50031895b0a93743526a3fc45f59d26e \ - --hash=sha256:0724e265bc548af1dedebd9cb3d24b4e1c1e685a343be43e87ba922a5c5fff2f \ - --hash=sha256:136dcd6a2e796dfd9ffca9fc027d778567b0b7c9968d092842d3c323cef88aa8 \ - --hash=sha256:1ee5cc7160a821dfe14f130bc8e63e7611051f964b463d9e2a3a573204446a4d \ - --hash=sha256:26c3b9132f783b7d7903bf1efb095fed8d4a3a85ec0d334ee8beff3d7a4749d5 \ - --hash=sha256:3726be79e36e526e3d9c1aceaadbfb4a04ee80a72ab47b3f3c17fefb9812e7b8 \ - --hash=sha256:411ebaf34d735e25e358a6d9e7978954a9c9d58cfb47bc6683cdc3964cd2f910 \ - --hash=sha256:4682d1db3bcebd2b64757e0ddf9e87ae5f00d29d16c5cdf3a62f561d08cc3dd2 \ - --hash=sha256:5ede977b5fe5ac91b1dffc0a517ca4542d2ec8a6a4ff7b2652d94f640796342a \ - --hash=sha256:6543001328aa857187f905308a028935864aefe9968af3848401b6fe80dbb471 \ - --hash=sha256:79cacb0b52f6004caf92405a7e1f11e6e2de8bdf9019e4f76b44ba045125cd6b \ - --hash=sha256:7ba61079379b0ae29e117db13bda5f28d939766e410d321ec1624afc6a0b0504 \ - --hash=sha256:849e38203e5be40b776ed2718e587faf204d184fc9a008ae441f9442320c0cab \ - --hash=sha256:89e440ebc74ce8ab5c7bc4ce6757b4a6b1041becb127df818f6997b5c71aa60b \ - --hash=sha256:91c81ef070c8f3220054115e1ef468b1c9ce8497b4e526cb9f68ab4dc0a7ac62 \ - --hash=sha256:9487abc2c2086e7c8eb9a211d2ce8855bae0e92586279d0d27b341d5ad76c85c \ - --hash=sha256:9b1a67243945819ce55d24a30b59d6a168e86220452d2c96f4d1f093e71c0c49 \ - --hash=sha256:9c0b51672e466fd7e56230ffbae7f1639e18d0ce023351fb75da21b71bc2c960 \ - --hash=sha256:a16bcd08ab0bcdfc7e8801d9c4a9cc17e58418e4d48ddc6ded4e9e4b1a94062b \ - --hash=sha256:a709e881723c9b18acddcfb8ba357322491ad553e277cf467e1e7e20e2d90561 \ - --hash=sha256:b7b1dae39230a393df353827c855a5f176271c23434cfd2db74e0e424e693e10 \ - --hash=sha256:b8d14b71c0b12963fe8a62aac87119f1afdf4cb88a400f61ca5ae581449efcb5 \ - --hash=sha256:b9fc4d0f81f394689e0814617aadc4f2ea0e8025f38c226cbf22d3b5ddbf025d \ - --hash=sha256:bd03ea7606833655048dab1a00734a2875e3e86c276e1d772b2a02556f0d895f \ - --hash=sha256:bf742e149121dc5648ba0a08ea0871e87b660467ef168a3a5e53bc1fbd64bb74 \ - --hash=sha256:c2e85fe4698b6a56d5e2ebf7ae87544d668eb6bde1ad1226c13f44663f20ec9e \ - --hash=sha256:c43b8b5bab288b6b90dac410cca7e986a4fa747a2e8f94615aea407da706980d \ - --hash=sha256:e7745312efa9e11c17fbd3cb3097262d079da26930ae9ae7ba28fb738367cbad \ - --hash=sha256:ed46f17096e28fb28d2975834836a639af7278aa87c84f68ab08fbe5b8bd75fa \ - --hash=sha256:f4f7c956b5215d949a1f65334cf9d7612dde38f20a95f2315deef167def91a6f \ - --hash=sha256:f904c24bdeabd4298f7a977ef14ca2a022ca921ed670b92ecd16ab6f3d01f867 - # via - # langgraph-sdk - # langsmith -ormsgpack==1.12.2 \ - --hash=sha256:0b39e629fd2e1c5b2f46f99778450b59454d1f901bc507963168985e79f09c5d \ - --hash=sha256:34d5b28b3570e9fed9a5a76528fc7230c3c76333bc214798958e58e9b79cc18a \ - --hash=sha256:3708693412c28f3538fb5a65da93787b6bbab3484f6bc6e935bfb77a62400ae5 \ - --hash=sha256:43013a3f3e2e902e1d05e72c0f1aeb5bedbb8e09240b51e26792a3c89267e181 \ - --hash=sha256:58d379d72b6c5e964851c77cfedfb386e474adee4fd39791c2c5d9efb53505cc \ - --hash=sha256:73670ed0375ecc303858e3613f407628dd1fca18fe6ac57b7b7ce66cc7bb006c \ - --hash=sha256:7a29d09b64b9694b588ff2f80e9826bdceb3a2b91523c5beae1fab27d5c940e7 \ - --hash=sha256:7c8b1667a72cbba74f0ae7ecf3105a5e01304620ed14528b2cb4320679d2869b \ - --hash=sha256:8463a3fc5f09832e67bdb0e2fda6d518dc4281b133166146a67f54c08496442e \ - --hash=sha256:944a2233640273bee67521795a73cf1e959538e0dfb7ac635505010455e53b33 \ - --hash=sha256:958dcb270d30a7cb633a45ee62b9444433fa571a752d2ca484efdac07480876e \ - --hash=sha256:bd5f4bf04c37888e864f08e740c5a573c4017f6fd6e99fa944c5c935fabf2dd9 \ - --hash=sha256:c2be829954434e33601ae5da328cccce3266b098927ca7a30246a0baec2ce7bd \ - --hash=sha256:c6a4c34ddef109647c769d69be65fa1de7a6022b02ad45546a69b3216573eb4a \ - --hash=sha256:d024b40828f1dde5654faebd0d824f9cc29ad46891f626272dd5bfd7af2333a4 \ - --hash=sha256:da538c542bac7d1c8f3f2a937863dba36f013108ce63e55745941dda4b75dbb6 \ - --hash=sha256:df6961442140193e517303d0b5d7bc2e20e69a879c2d774316125350c4a76b92 \ - --hash=sha256:eddffb77eff0bad4e67547d67a130604e7e2dfbb7b0cde0796045be4090f35c6 \ - --hash=sha256:fcd55e5f6ba0dbce624942adf9f152062135f991a0126064889f68eb850de0dd - # via langgraph-checkpoint -packaging==26.0 \ - --hash=sha256:00243ae351a257117b6a241061796684b084ed1c516a08c48a3f7e147a9d80b4 \ - --hash=sha256:b36f1fef9334a5588b4166f8bcd26a14e521f2b55e6b9de3aaa80d3ff7a37529 - # via - # faiss-cpu - # huggingface-hub - # ibm-watsonx-ai - # langchain-core - # langsmith - # marshmallow - # transformers -pandas==2.3.3 \ - --hash=sha256:1d37b5848ba49824e5c30bedb9c830ab9b7751fd049bc7914533e01c65f79791 \ - --hash=sha256:371a4ab48e950033bcf52b6527eccb564f52dc826c02afd9a1bc0ab731bba084 \ - --hash=sha256:3fd2f887589c7aa868e02632612ba39acb0b8948faf5cc58f0850e165bd46f35 \ - --hash=sha256:602b8615ebcc4a0c1751e71840428ddebeb142ec02c786e8ad6b1ce3c8dec523 \ - --hash=sha256:6d21f6d74eb1725c2efaa71a2bfc661a0689579b58e9c0ca58a739ff0b002b53 \ - --hash=sha256:8fe25fc7b623b0ef6b5009149627e34d2a4657e880948ec3c840e9402e5c1b45 \ - --hash=sha256:a16dcec078a01eeef8ee61bf64074b4e524a2a3f4b3be9326420cabe59c4778b \ - --hash=sha256:a68e15f780eddf2b07d242e17a04aa187a7ee12b40b930bfdd78070556550e98 \ - --hash=sha256:b3d11d2fda7eb164ef27ffc14b4fcab16a80e1ce67e9f57e19ec0afaf715ba89 \ - --hash=sha256:b468d3dad6ff947df92dcb32ede5b7bd41a9b3cceef0a30ed925f6d01fb8fa66 \ - --hash=sha256:b98560e98cb334799c0b07ca7967ac361a47326e9b4e5a7dfb5ab2b1c9d35a1b \ - --hash=sha256:db4301b2d1f926ae677a751eb2bd0e8c5f5319c9cb3f88b0becbbb0b07b34151 \ - --hash=sha256:e05e1af93b977f7eafa636d043f9f94c7ee3ac81af99c13508215942e64c993b \ - --hash=sha256:ecaf1e12bdc03c86ad4a7ea848d66c685cb6851d807a26aa245ca3d2017a1908 \ - --hash=sha256:f086f6fe114e19d92014a1966f43a3e62285109afe874f067f5abbdcbb10e59c - # via - # ibm-watsonx-ai - # llama-index-readers-file -pillow==12.1.1 \ - --hash=sha256:21329ec8c96c6e979cd0dfd29406c40c1d52521a90544463057d2aaa937d66a6 \ - --hash=sha256:2c1fc0f2ca5f96a3c8407e41cca26a16e46b21060fe6d5b099d2cb01412222f5 \ - --hash=sha256:339ffdcb7cbeaa08221cd401d517d4b1fe7a9ed5d400e4a8039719238620ca35 \ - --hash=sha256:365b10bb9417dd4498c0e3b128018c4a624dc11c7b97d8cc54effe3b096f4c38 \ - --hash=sha256:495c302af3aad1ca67420ddd5c7bd480c8867ad173528767d906428057a11f0e \ - --hash=sha256:578510d88c6229d735855e1f278aa305270438d36a05031dfaae5067cc8eb04d \ - --hash=sha256:597bd9c8419bc7c6af5604e55847789b69123bbe25d65cc6ad3012b4f3c98d8b \ - --hash=sha256:5d1f9575a12bed9e9eedd9a4972834b08c97a352bd17955ccdebfeca5913fa0a \ - --hash=sha256:600fd103672b925fe62ed08e0d874ea34d692474df6f4bf7ebe148b30f89f39f \ - --hash=sha256:665e1b916b043cef294bc54d47bf02d87e13f769bc4bc5fa225a24b3a6c5aca9 \ - --hash=sha256:7311c0a0dcadb89b36b7025dfd8326ecfa36964e29913074d47382706e516a7c \ - --hash=sha256:7aac39bcf8d4770d089588a2e1dd111cbaa42df5a94be3114222057d68336bd0 \ - --hash=sha256:7e7976bf1910a8116b523b9f9f58bf410f3e8aa330cd9a2bb2953f9266ab49af \ - --hash=sha256:8089c852a56c2966cf18835db62d9b34fef7ba74c726ad943928d494fa7f4735 \ - --hash=sha256:8fd420ef0c52c88b5a035a0886f367748c72147b2b8f384c9d12656678dfdfa9 \ - --hash=sha256:9ad8fa5937ab05218e2b6a4cff30295ad35afd2f83ac592e68c0d871bb0fdbc4 \ - --hash=sha256:a0b1cd6232e2b618adcc54d9882e4e662a089d5768cd188f7c245b4c8c44a397 \ - --hash=sha256:ab174cd7d29a62dd139c44bf74b698039328f45cb03b4596c43473a46656b2f3 \ - --hash=sha256:ab323b787d6e18b3d91a72fc99b1a2c28651e4358749842b8f8dfacd28ef2052 \ - --hash=sha256:adebb5bee0f0af4909c30db0d890c773d1a92ffe83da908e2e9e720f8edf3984 \ - --hash=sha256:aee2810642b2898bb187ced9b349e95d2a7272930796e022efaf12e99dccd293 \ - --hash=sha256:af9a332e572978f0218686636610555ae3defd1633597be015ed50289a03c523 \ - --hash=sha256:b81b5e3511211631b3f672a595e3221252c90af017e399056d0faabb9538aa80 \ - --hash=sha256:bb66b7cc26f50977108790e2456b7921e773f23db5630261102233eb355a3b79 \ - --hash=sha256:cb9bb857b2d057c6dfc72ac5f3b44836924ba15721882ef103cecb40d002d80e \ - --hash=sha256:d4ce8e329c93845720cd2014659ca67eac35f6433fd3050393d85f3ecef0dad5 \ - --hash=sha256:e879bb6cd5c73848ef3b2b48b8af9ff08c5b71ecda8048b7dd22d8a33f60be32 \ - --hash=sha256:f975aa7ef9684ce7e2c18a3aa8f8e2106ce1e46b94ab713d156b2898811651d3 \ - --hash=sha256:fbfa2a7c10cc2623f412753cddf391c7f971c52ca40a3f65dc5039b2939e8563 \ - --hash=sha256:fc354a04072b765eccf2204f588a7a532c9511e8b9c7f900e1b64e3e33487090 - # via llama-index-core -platformdirs==4.9.4 \ - --hash=sha256:1ec356301b7dc906d83f371c8f487070e99d3ccf9e501686456394622a01a934 \ - --hash=sha256:68a9a4619a666ea6439f2ff250c12a853cd1cbd5158d258bd824a7df6be2f868 - # via - # banks - # llama-cloud-services - # llama-index-core - # python-discovery - # virtualenv -portalocker==3.2.0 \ - --hash=sha256:1f3002956a54a8c3730586c5c77bf18fae4149e07eaf1c29fc3faf4d5a3f89ac \ - --hash=sha256:3cdc5f565312224bc570c49337bd21428bba0ef363bbcf58b9ef4a9f11779968 - # via qdrant-client -prometheus-client==0.24.1 \ - --hash=sha256:150db128af71a5c2482b36e588fc8a6b95e498750da4b17065947c16070f4055 \ - --hash=sha256:7e0ced7fbbd40f7b84962d5d2ab6f17ef88a72504dcf7c0b40737b43b2a461f9 - # via ols -propcache==0.4.1 \ - --hash=sha256:0013cb6f8dde4b2a2f66903b8ba740bdfe378c943c4377a200551ceb27f379e4 \ - --hash=sha256:031dce78b9dc099f4c29785d9cf5577a3faf9ebf74ecbd3c856a7b92768c3df3 \ - --hash=sha256:15932ab57837c3368b024473a525e25d316d8353016e7cc0e5ba9eb343fbb1cf \ - --hash=sha256:204483131fb222bdaaeeea9f9e6c6ed0cac32731f75dfc1d4a567fc1926477c1 \ - --hash=sha256:2bb07ffd7eaad486576430c89f9b215f9e4be68c4866a96e97db9e97fead85dc \ - --hash=sha256:35c3277624a080cc6ec6f847cbbbb5b49affa3598c4535a0a4682a697aaa5c75 \ - --hash=sha256:364426a62660f3f699949ac8c621aad6977be7126c5807ce48c0aeb8e7333ea6 \ - --hash=sha256:3d902a36df4e5989763425a8ab9e98cd8ad5c52c823b34ee7ef307fd50582566 \ - --hash=sha256:405aac25c6394ef275dee4c709be43745d36674b223ba4eb7144bf4d691b7367 \ - --hash=sha256:4d7af63f9f93fe593afbf104c21b3b15868efb2c21d07d8732c0c4287e66b6a6 \ - --hash=sha256:60a8fda9644b7dfd5dece8c61d8a85e271cb958075bfc4e01083c148b61a7caf \ - --hash=sha256:671538c2262dadb5ba6395e26c1731e1d52534bfe9ae56d0b5573ce539266aa8 \ - --hash=sha256:67fad6162281e80e882fb3ec355398cf72864a54069d060321f6cd0ade95fe85 \ - --hash=sha256:6918ecbd897443087a3b7cd978d56546a812517dcaaca51b49526720571fa93e \ - --hash=sha256:981333cb2f4c1896a12f4ab92a9cc8f09ea664e9b7dbdc4eff74627af3a11c0f \ - --hash=sha256:a9695397f85973bb40427dedddf70d8dc4a44b22f1650dd4af9eedf443d45165 \ - --hash=sha256:ab08df6c9a035bee56e31af99be621526bd237bea9f32def431c656b29e41778 \ - --hash=sha256:af2a6052aeb6cf17d3e46ee169099044fd8224cbaf75c76a2ef596e8163e2237 \ - --hash=sha256:c30b53e7e6bda1d547cabb47c825f3843a0a1a42b0496087bb58d8fedf9f41b5 \ - --hash=sha256:cb2d222e72399fcf5890d1d5cc1060857b9b236adff2792ff48ca2dfd46c81db \ - --hash=sha256:cd547953428f7abb73c5ad82cbb32109566204260d98e41e5dfdc682eb7f8403 \ - --hash=sha256:cfc27c945f422e8b5071b6e93169679e4eb5bf73bbcbf1ba3ae3a83d2f78ebd9 \ - --hash=sha256:e153e9cd40cc8945138822807139367f256f89c6810c2634a4f6902b52d3b4e2 \ - --hash=sha256:e53f3a38d3510c11953f3e6a33f205c6d1b001129f972805ca9b42fc308bc239 \ - --hash=sha256:e9b0d8d0845bbc4cfcdcbcdbf5086886bc8157aa963c31c777ceff7846c77757 \ - --hash=sha256:ec17c65562a827bba85e3872ead335f95405ea1674860d96483a02f5c698fa72 \ - --hash=sha256:f048da1b4f243fc44f205dfd320933a951b8d89e0afd4c7cacc762a8b9165207 \ - --hash=sha256:f10207adf04d08bec185bae14d9606a1444715bc99180f9331c9c02093e1959e \ - --hash=sha256:f1d2f90aeec838a52f1c1a32fe9a619fefd5e411721a9117fbf82aea638fe8a1 \ - --hash=sha256:f48107a8c637e80362555f37ecf49abe20370e557cc4ab374f04ec4423c97c3d \ - --hash=sha256:fc38cba02d1acba4e2869eef1a57a43dfbd3d49a59bf90dda7444ec2be6a5570 \ - --hash=sha256:fd6f30fdcf9ae2a70abd34da54f18da086160e4d7d9251f81f3da0ff84fc5a48 - # via - # aiohttp - # yarl -protobuf==6.33.5 \ - --hash=sha256:3093804752167bcab3998bec9f1048baae6e29505adaf1afd14a37bddede533c \ - --hash=sha256:69915a973dd0f60f31a08b8318b73eab2bd6a392c79184b3612226b0a3f8ec02 \ - --hash=sha256:6ddcac2a081f8b7b9642c09406bc6a4290128fce5f471cddd165960bb9119e5c \ - --hash=sha256:8afa18e1d6d20af15b417e728e9f60f3aa108ee76f23c3b2c07a2c3b546d3afd \ - --hash=sha256:9b71e0281f36f179d00cbcb119cb19dec4d14a81393e5ea220f64b286173e190 \ - --hash=sha256:a5cb85982d95d906df1e2210e58f8e4f1e3cdc088e52c921a041f9c9a0386de5 \ - --hash=sha256:cbf16ba3350fb7b889fca858fb215967792dc125b35c7976ca4818bee3521cf0 \ - --hash=sha256:d71b040839446bac0f4d162e758bea99c8251161dae9d0983a3b88dee345153b - # via qdrant-client -psycopg2-binary==2.9.11 \ - --hash=sha256:00ce1830d971f43b667abe4a56e42c1e2d594b32da4802e44a73bacacb25535f \ - --hash=sha256:0e8480afd62362d0a6a27dd09e4ca2def6fa50ed3a4e7c09165266106b2ffa10 \ - --hash=sha256:2c226ef95eb2250974bf6fa7a842082b31f68385c4f3268370e3f3870e7859ee \ - --hash=sha256:2e164359396576a3cc701ba8af4751ae68a07235d7a380c631184a611220d9a4 \ - --hash=sha256:304fd7b7f97eef30e91b8f7e720b3db75fee010b520e434ea35ed1ff22501d03 \ - --hash=sha256:31b32c457a6025e74d233957cc9736742ac5a6cb196c6b68499f6bb51390bd6a \ - --hash=sha256:62b6d93d7c0b61a1dd6197d208ab613eb7dcfdcca0a49c42ceb082257991de9d \ - --hash=sha256:763c93ef1df3da6d1a90f86ea7f3f806dc06b21c198fa87c3c25504abec9404a \ - --hash=sha256:a1cf393f1cdaf6a9b57c0a719a1068ba1069f022a59b8b1fe44b006745b59757 \ - --hash=sha256:a311f1edc9967723d3511ea7d2708e2c3592e3405677bf53d5c7246753591fbb \ - --hash=sha256:ab8905b5dcb05bf3fb22e0cf90e10f469563486ffb6a96569e51f897c750a76a \ - --hash=sha256:b33fabeb1fde21180479b2d4667e994de7bbf0eec22832ba5d9b5e4cf65b6c6d \ - --hash=sha256:b6aed9e096bf63f9e75edf2581aa9a7e7186d97ab5c177aa6c87797cd591236c \ - --hash=sha256:be9b840ac0525a283a96b556616f5b4820e0526addb8dcf6525a0fa162730be4 \ - --hash=sha256:bf940cd7e7fec19181fdbc29d76911741153d51cab52e5c21165f3262125685e \ - --hash=sha256:cffe9d7697ae7456649617e8bb8d7a45afb71cd13f7ab22af3e5c61f04840908 \ - --hash=sha256:d57c9c387660b8893093459738b6abddbb30a7eab058b77b0d0d1c7d521ddfd7 \ - --hash=sha256:ebb415404821b6d1c47353ebe9c8645967a5235e6d88f914147e7fd411419e6f \ - --hash=sha256:edcb3aeb11cb4bf13a2af3c53a15b3d612edeb6409047ea0b5d6a21a9d744b34 \ - --hash=sha256:ef7a6beb4beaa62f88592ccc65df20328029d721db309cb3250b0aae0fa146c3 \ - --hash=sha256:f07c9c4a5093258a03b28fab9b4f151aa376989e7f35f855088234e656ee6a94 \ - --hash=sha256:f090b7ddd13ca842ebfe301cd587a76a4cf0913b1e429eb92c1be5dbeb1a19bc \ - --hash=sha256:fa0f693d3c68ae925966f0b14b8edda71696608039f4ed61b1fe9ffa468d16db - # via ols -pyasn1==0.6.2 \ - --hash=sha256:1eb26d860996a18e9b6ed05e7aae0e9fc21619fcee6af91cca9bad4fbea224bf \ - --hash=sha256:9b59a2b25ba7e4f8197db7686c09fb33e658b98339fadb826e9512629017833b - # via - # pyasn1-modules - # rsa -pyasn1-modules==0.4.2 \ - --hash=sha256:29253a9207ce32b64c3ac6600edc75368f98473906e8fd1043bd6b5b1de2c14a \ - --hash=sha256:677091de870a80aae844b1ca6134f54652fa2c8c5a52aa396440ac3106e941e6 - # via google-auth -pycparser==3.0 ; implementation_name != 'PyPy' and platform_python_implementation != 'PyPy' \ - --hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \ - --hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992 - # via cffi -pydantic==2.12.5 \ - --hash=sha256:4d351024c75c0f085a9febbb665ce8c0c6ec5d30e903bdb6394b7ede26aebb49 \ - --hash=sha256:e561593fccf61e8a20fc46dfc2dfe075b8be7d0188df33f221ad1f0139180f9d - # via - # banks - # fastapi - # langchain - # langchain-classic - # langchain-core - # langgraph - # langsmith - # llama-cloud - # llama-cloud-services - # llama-index-core - # llama-index-instrumentation - # llama-index-workflows - # mcp - # ols - # openai - # pydantic-settings - # qdrant-client -pydantic-core==2.41.5 \ - --hash=sha256:03b77d184b9eb40240ae9fd676ca364ce1085f203e1b1256f8ab9984dca80a84 \ - --hash=sha256:070259a8818988b9a84a449a2a7337c7f430a22acc0859c6b110aa7212a6d9c0 \ - --hash=sha256:08daa51ea16ad373ffd5e7606252cc32f07bc72b28284b6bc9c6df804816476e \ - --hash=sha256:1746d4a3d9a794cacae06a5eaaccb4b8643a131d45fbc9af23e353dc0a5ba5c3 \ - --hash=sha256:1962293292865bca8e54702b08a4f26da73adc83dd1fcf26fbc875b35d81c815 \ - --hash=sha256:266fb4cbf5e3cbd0b53669a6d1b039c45e3ce651fd5442eff4d07c2cc8d66808 \ - --hash=sha256:287dad91cfb551c363dc62899a80e9e14da1f0e2b6ebde82c806612ca2a13ef1 \ - --hash=sha256:2c010c6ded393148374c0f6f0bf89d206bf3217f201faa0635dcd56bd1520f6b \ - --hash=sha256:34a64bc3441dc1213096a20fe27e8e128bd3ff89921706e83c0b1ac971276594 \ - --hash=sha256:378bec5c66998815d224c9ca994f1e14c0c21cb95d2f52b6021cc0b2a58f2a5a \ - --hash=sha256:4009935984bd36bd2c774e13f9a09563ce8de4abaa7226f5108262fa3e637284 \ - --hash=sha256:482c982f814460eabe1d3bb0adfdc583387bd4691ef00b90575ca0d2b6fe2294 \ - --hash=sha256:4bc36bbc0b7584de96561184ad7f012478987882ebf9f9c389b23f432ea3d90f \ - --hash=sha256:56121965f7a4dc965bff783d70b907ddf3d57f6eba29b6d2e5dabfaf07799c51 \ - --hash=sha256:58133647260ea01e4d0500089a8c4f07bd7aa6ce109682b1426394988d8aaacc \ - --hash=sha256:634e8609e89ceecea15e2d61bc9ac3718caaaa71963717bf3c8f38bfde64242c \ - --hash=sha256:65840751b72fbfd82c3c640cff9284545342a4f1eb1586ad0636955b261b0b05 \ - --hash=sha256:6cb58b9c66f7e4179a2d5e0f849c48eff5c1fca560994d6eb6543abf955a149e \ - --hash=sha256:76d0819de158cd855d1cbb8fcafdf6f5cf1eb8e470abe056d5d161106e38062b \ - --hash=sha256:76ee27c6e9c7f16f47db7a94157112a2f3a00e958bc626e2f4ee8bec5c328fbe \ - --hash=sha256:7da7087d756b19037bc2c06edc6c170eeef3c3bafcb8f532ff17d64dc427adfd \ - --hash=sha256:7f3bf998340c6d4b0c9a2f02d6a400e51f123b59565d74dc60d252ce888c260b \ - --hash=sha256:88942d3a3dff3afc8288c21e565e476fc278902ae4d6d134f1eeda118cc830b1 \ - --hash=sha256:93e8740d7503eb008aa2df04d3b9735f845d43ae845e6dcd2be0b55a2da43cd2 \ - --hash=sha256:a3a52f6156e73e7ccb0f8cced536adccb7042be67cb45f9562e12b319c119da6 \ - --hash=sha256:a668ce24de96165bb239160b3d854943128f4334822900534f2fe947930e5770 \ - --hash=sha256:aabf5777b5c8ca26f7824cb4a120a740c9588ed58df9b2d196ce92fba42ff8dc \ - --hash=sha256:b2379fa7ed44ddecb5bfe4e48577d752db9fc10be00a6b7446e9663ba143de26 \ - --hash=sha256:b74557b16e390ec12dca509bce9264c3bbd128f8a2c376eaa68003d7f327276d \ - --hash=sha256:b96d5f26b05d03cc60f11a7761a5ded1741da411e7fe0909e27a5e6a0cb7b034 \ - --hash=sha256:bfea2a5f0b4d8d43adf9d7b8bf019fb46fdd10a2e5cde477fbcb9d1fa08c68e1 \ - --hash=sha256:c007fe8a43d43b3969e8469004e9845944f1a80e6acd47c150856bb87f230c56 \ - --hash=sha256:c1df3d34aced70add6f867a8cf413e299177e0c22660cc767218373d0779487b \ - --hash=sha256:c23e27686783f60290e36827f9c626e63154b82b116d7fe9adba1fda36da706c \ - --hash=sha256:c9e19dd6e28fdcaa5a1de679aec4141f691023916427ef9bae8584f9c2fb3b0e \ - --hash=sha256:d38548150c39b74aeeb0ce8ee1d8e82696f4a4e16ddc6de7b1d8823f7de4b9b5 \ - --hash=sha256:e536c98a7626a98feb2d3eaf75944ef6f3dbee447e1f841eae16f2f0a72d8ddc \ - --hash=sha256:e7b576130c69225432866fe2f4a469a85a54ade141d96fd396dffcf607b558f8 \ - --hash=sha256:e96cea19e34778f8d59fe40775a7a574d95816eb150850a85a7a4c8f4b94ac69 \ - --hash=sha256:eceb81a8d74f9267ef4081e246ffd6d129da5d87e37a77c9bde550cb04870c1c \ - --hash=sha256:ed2e99c456e3fadd05c991f8f437ef902e00eedf34320ba2b0842bd1c3ca3a75 \ - --hash=sha256:f14f8f046c14563f8eb3f45f499cc658ab8d10072961e07225e507adb700e93f \ - --hash=sha256:f15489ba13d61f670dcc96772e733aad1a6f9c429cc27574c6cdaed82d0146ad \ - --hash=sha256:f31d95a179f8d64d90f6831d71fa93290893a33148d890ba15de25642c5d075b \ - --hash=sha256:f41a7489d32336dbf2199c8c0a215390a751c5b014c2c1c5366e817202e9cdf7 - # via pydantic -pydantic-settings==2.13.1 \ - --hash=sha256:b4c11847b15237fb0171e1462bf540e294affb9b86db4d9aa5c01730bdbe4025 \ - --hash=sha256:d56fd801823dbeae7f0975e1f8c8e25c258eb75d278ea7abb5d9cebb01b56237 - # via - # langchain-community - # mcp -pygments==2.19.2 \ - --hash=sha256:636cb2477cec7f8952536970bc533bc43743542f70392ae026374600add5b887 \ - --hash=sha256:86540386c03d588bb81d44bc3928634ff26449851e99741617ecb9037ee5ec0b - # via rich -pyjwt==2.11.0 \ - --hash=sha256:35f95c1f0fbe5d5ba6e43f00271c275f7a1a4db1dab27bf708073b75318ea623 \ - --hash=sha256:94a6bde30eb5c8e04fee991062b534071fd1439ef58d2adc9ccb823e7bcd0469 - # via - # mcp - # msal -pypdf==6.8.0 \ - --hash=sha256:2a025080a8dd73f48123c89c57174a5ff3806c71763ee4e49572dc90454943c7 \ - --hash=sha256:cb7eaeaa4133ce76f762184069a854e03f4d9a08568f0e0623f7ea810407833b - # via llama-index-readers-file -python-dateutil==2.9.0.post0 \ - --hash=sha256:37dd54208da7e1cd875388217d5e00ebd4179249f90fb72437e91a35459a0ad3 \ - --hash=sha256:a8b2bc7bffae282281c8140a97d3aa9c14da0b136dfe83f850eea9a5f7470427 - # via - # ibm-cos-sdk-core - # kubernetes - # pandas -python-discovery==1.1.2 \ - --hash=sha256:c500bd2153e3afc5f48a61d33ff570b6f3e710d36ceaaf882fa9bbe5cc2cec49 \ - --hash=sha256:d18edd61b382d62f8bcd004a71ebaabc87df31dbefb30aeed59f4fc6afa005be - # via virtualenv -python-dotenv==1.2.2 \ - --hash=sha256:1d8214789a24de455a8b8bd8ae6fe3c6b69a5e3d64aa8a8e5d68e694bbcb285a \ - --hash=sha256:2c371a91fbd7ba082c2c1dc1f8bf89ca22564a087c2c287cd9b662adde799cf3 - # via - # llama-cloud-services - # pydantic-settings -python-frontmatter==1.1.0 \ - --hash=sha256:335465556358d9d0e6c98bbeb69b1c969f2a4a21360587b9873bfc3b213407c1 \ - --hash=sha256:7118d2bd56af9149625745c58c9b51fb67e8d1294a0c76796dafdc72c36e5f6d - # via ols -python-multipart==0.0.22 \ - --hash=sha256:2b2cd894c83d21bf49d702499531c7bafd057d730c201782048f7945d82de155 \ - --hash=sha256:7340bef99a7e0032613f56dc36027b959fd3b30a787ed62d310e951f7c3a3a58 - # via mcp -pytz==2026.1.post1 \ - --hash=sha256:3378dde6a0c3d26719182142c56e60c7f9af7e968076f31aae569d72a0358ee1 \ - --hash=sha256:f2fd16142fda348286a75e1a524be810bb05d444e5a081f37f7affc635035f7a - # via pandas -pywin32==311 ; sys_platform == 'win32' \ - --hash=sha256:184eb5e436dea364dcd3d2316d577d625c0351bf237c4e9a5fabbcfa5a58b151 \ - --hash=sha256:3ce80b34b22b17ccbd937a6e78e7225d80c52f5ab9940fe0506a1a16f3dab503 \ - --hash=sha256:750ec6e621af2b948540032557b10a2d43b0cee2ae9758c54154d711cc852d31 \ - --hash=sha256:a733f1388e1a842abb67ffa8e7aad0e70ac519e09b0f6a784e65a136ec7cefd2 \ - --hash=sha256:b8c095edad5c211ff31c05223658e71bf7116daa0ecf3ad85f3201ea3190d067 \ - --hash=sha256:e286f46a9a39c4a18b319c28f59b61de793654af2f395c102b4f819e584b5852 - # via - # mcp - # portalocker -pyyaml==6.0.3 \ - --hash=sha256:10892704fc220243f5305762e276552a0395f7beb4dbf9b14ec8fd43b57f126c \ - --hash=sha256:1d37d57ad971609cf3c53ba6a7e365e40660e3be0e5175fa9f2365a379d6095a \ - --hash=sha256:37503bfbfc9d2c40b344d06b2199cf0e96e97957ab1c1b546fd4f87e53e5d3e4 \ - --hash=sha256:41715c910c881bc081f1e8872880d3c650acf13dfa8214bad49ed4cede7c34ea \ - --hash=sha256:44edc647873928551a01e7a563d7452ccdebee747728c1080d881d68af7b997e \ - --hash=sha256:5fcd34e47f6e0b794d17de1b4ff496c00986e1c83f7ab2fb8fcfe9616ff7477b \ - --hash=sha256:5fdec68f91a0c6739b380c83b951e2c72ac0197ace422360e6d5a959d8d97b2c \ - --hash=sha256:64386e5e707d03a7e172c0701abfb7e10f0fb753ee1d773128192742712a98fd \ - --hash=sha256:652cb6edd41e718550aad172851962662ff2681490a8a711af6a4d288dd96824 \ - --hash=sha256:7f047e29dcae44602496db43be01ad42fc6f1cc0d8cd6c83d342306c32270196 \ - --hash=sha256:8098f252adfa6c80ab48096053f512f2321f0b998f98150cea9bd23d83e1467b \ - --hash=sha256:850774a7879607d3a6f50d36d04f00ee69e7fc816450e5f7e58d7f17f1ae5c00 \ - --hash=sha256:8dc52c23056b9ddd46818a57b78404882310fb473d63f17b07d5c40421e47f8e \ - --hash=sha256:9149cad251584d5fb4981be1ecde53a1ca46c891a79788c0df828d2f166bda28 \ - --hash=sha256:96b533f0e99f6579b3d4d4995707cf36df9100d67e0c8303a0c55b27b5f99bc5 \ - --hash=sha256:9f3bfb4965eb874431221a3ff3fdcddc7e74e3b07799e0e84ca4a0f867d449bf \ - --hash=sha256:b8bb0864c5a28024fac8a632c443c87c5aa6f215c0b126c449ae1a150412f31d \ - --hash=sha256:ba1cc08a7ccde2d2ec775841541641e4548226580ab850948cbfda66a1befcdc \ - --hash=sha256:d76623373421df22fb4cf8817020cbb7ef15c725b9d5e45f17e189bfc384190f \ - --hash=sha256:fc09d0aa354569bc501d4e787133afc08552722d3ab34836a80547331bb5d4a0 - # via - # huggingface-hub - # kubernetes - # langchain-classic - # langchain-community - # langchain-core - # llama-index-core - # python-frontmatter - # transformers -qdrant-client==1.17.0 \ - --hash=sha256:47eb033edb9be33a4babb4d87b0d8d5eaf03d52112dca0218db7f2030bf41ba9 \ - --hash=sha256:f5b452c68c42b3580d3d266446fb00d3c6e3aae89c916e16585b3c704e108438 - # via ols -rank-bm25==0.2.2 \ - --hash=sha256:096ccef76f8188563419aaf384a02f0ea459503fdf77901378d4fd9d87e5e51d \ - --hash=sha256:7bd4a95571adadfc271746fa146a4bcfd89c0cf731e49c3d1ad863290adbe8ae - # via ols -referencing==0.37.0 \ - --hash=sha256:381329a9f99628c9069361716891d34ad94af76e461dcb0335825aecc7692231 \ - --hash=sha256:44aefc3142c5b842538163acb373e24cce6632bd54bdb01b21ad5863489f50d8 - # via - # jsonschema - # jsonschema-specifications -regex==2026.2.28 \ - --hash=sha256:00f2b8d9615aa165fdff0a13f1a92049bfad555ee91e20d246a51aa0b556c60a \ - --hash=sha256:01d65fd24206c8e1e97e2e31b286c59009636c022eb5d003f52760b0f42155d4 \ - --hash=sha256:02473c954af35dd2defeb07e44182f5705b30ea3f351a7cbffa9177beb14da5d \ - --hash=sha256:03a83cc26aa2acda6b8b9dfe748cf9e84cbd390c424a1de34fdcef58961a297a \ - --hash=sha256:0d5bef2031cbf38757a0b0bc4298bb4824b6332d28edc16b39247228fbdbad97 \ - --hash=sha256:4390c365fd2d45278f45afd4673cb90f7285f5701607e3ad4274df08e36140ae \ - --hash=sha256:481df4623fa4969c8b11f3433ed7d5e3dc9cec0f008356c3212b3933fb77e3d8 \ - --hash=sha256:50c2fc924749543e0eacc93ada6aeeb3ea5f6715825624baa0dccaec771668ae \ - --hash=sha256:511f7419f7afab475fd4d639d4aedfc54205bcb0800066753ef68a59f0f330b5 \ - --hash=sha256:516604edd17b1c2c3e579cf4e9b25a53bf8fa6e7cedddf1127804d3e0140ca64 \ - --hash=sha256:64e7c6ad614573e0640f271e811a408d79a9e1fe62a46adb602f598df42a818d \ - --hash=sha256:7c1b34dfa72f826f535b20712afa9bb3ba580020e834f3c69866c5bddbf10098 \ - --hash=sha256:851fa70df44325e1e4cdb79c5e676e91a78147b1b543db2aec8734d2add30ec2 \ - --hash=sha256:864cdd1a2ef5716b0ab468af40139e62ede1b3a53386b375ec0786bb6783fc05 \ - --hash=sha256:8710d61737b0c0ce6836b1da7109f20d495e49b3809f30e27e9560be67a257bf \ - --hash=sha256:948c12ef30ecedb128903c2c2678b339746eb7c689c5c21957c4a23950c96d15 \ - --hash=sha256:9b65d33a17101569f86d9c5966a8b1d7fbf8afdda5a8aa219301b0a80f58cf7d \ - --hash=sha256:a729e47d418ea11d03469f321aaf67cdee8954cde3ff2cf8403ab87951ad10f2 \ - --hash=sha256:b42f7466e32bf15a961cf09f35fa6323cc72e64d3d2c990b10de1274a5da0a59 \ - --hash=sha256:ba55c50f408fb5c346a3a02d2ce0ebc839784e24f7c9684fde328ff063c3cdea \ - --hash=sha256:bcb399ed84eabf4282587ba151f2732ad8168e66f1d3f85b1d038868fe547703 \ - --hash=sha256:c0b5ccbb8ffb433939d248707d4a8b31993cb76ab1a0187ca886bf50e96df952 \ - --hash=sha256:cb3b1db8ff6c7b8bf838ab05583ea15230cb2f678e569ab0e3a24d1e8320940b \ - --hash=sha256:d6b08a06976ff4fb0d83077022fde3eca06c55432bb997d8c0495b9a4e9872f4 \ - --hash=sha256:e621fb7c8dc147419b28e1702f58a0177ff8308a76fa295c71f3e7827849f5d9 \ - --hash=sha256:e71dcecaa113eebcc96622c17692672c2d104b1d71ddf7adeda90da7ddeb26fc \ - --hash=sha256:e7ce83654d1ab701cb619285a18a8e5a889c1216d746ddc710c914ca5fd71022 \ - --hash=sha256:ec6f5674c5dc836994f50f1186dd1fafde4be0666aae201ae2fcc3d29d8adf27 \ - --hash=sha256:edb1b1b3a5576c56f08ac46f108c40333f222ebfd5cf63afdfa3aab0791ebe5b \ - --hash=sha256:f2791948f7c70bb9335a9102df45e93d428f4b8128020d85920223925d73b9e1 \ - --hash=sha256:f8ed9a5d4612df9d4de15878f0bc6aa7a268afbe5af21a3fdd97fa19516e978c \ - --hash=sha256:fcf26c3c6d0da98fada8ae4ef0aa1c3405a431c0a77eb17306d38a89b02adcd7 \ - --hash=sha256:fd63453f10d29097cc3dc62d070746523973fb5aa1c66d25f8558bebd47fed61 - # via - # nltk - # tiktoken - # transformers -requests==2.32.5 \ - --hash=sha256:2462f94637a34fd532264295e186976db0f5d453d1cdd31473c85a6a161affb6 \ - --hash=sha256:dbba0bac56e100853db0ea71b82b4dfd5fe2bf6d3754a8893c3af500cec7d7cf - # via - # azure-core - # ibm-cos-sdk-core - # ibm-watsonx-ai - # kubernetes - # langchain-classic - # langchain-community - # langsmith - # llama-index-core - # msal - # ols - # requests-oauthlib - # requests-toolbelt - # tiktoken -requests-oauthlib==2.0.0 \ - --hash=sha256:7dd8a5c40426b779b0868c404bdef9768deccf22749cde15852df527e6269b36 \ - --hash=sha256:b3dffaebd884d8cd778494369603a9e7b58d29111bf6b41bdc2dcd87203af4e9 - # via kubernetes -requests-toolbelt==1.0.0 \ - --hash=sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6 \ - --hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06 - # via langsmith -rich==14.3.3 \ - --hash=sha256:793431c1f8619afa7d3b52b2cdec859562b950ea0d4b6b505397612db8d5362d \ - --hash=sha256:b8daa0b9e4eef54dd8cf7c86c03713f53241884e814f4e2f5fb342fe520f639b - # via typer -rpds-py==0.30.0 \ - --hash=sha256:07ae8a593e1c3c6b82ca3292efbe73c30b61332fd612e05abee07c79359f292f \ - --hash=sha256:12f90dd7557b6bd57f40abe7747e81e0c0b119bef015ea7726e69fe550e394a4 \ - --hash=sha256:1ab5b83dbcf55acc8b08fc62b796ef672c457b17dbd7820a11d6c52c06839bdf \ - --hash=sha256:1b151685b23929ab7beec71080a8889d4d6d9fa9a983d213f07121205d48e2c4 \ - --hash=sha256:250fa00e9543ac9b97ac258bd37367ff5256666122c2d0f2bc97577c60a1818c \ - --hash=sha256:2e6ecb5a5bcacf59c3f912155044479af1d0b6681280048b338b28e364aca1f6 \ - --hash=sha256:33f559f3104504506a44bb666b93a33f5d33133765b0c216a5bf2f1e1503af89 \ - --hash=sha256:3896fa1be39912cf0757753826bc8bdc8ca331a28a7c4ae46b7a21280b06bb85 \ - --hash=sha256:3adbb8179ce342d235c31ab8ec511e66c73faa27a47e076ccc92421add53e2bb \ - --hash=sha256:422c3cb9856d80b09d30d2eb255d0754b23e090034e1deb4083f8004bd0761e4 \ - --hash=sha256:47b0ef6231c58f506ef0b74d44e330405caa8428e770fec25329ed2cb971a229 \ - --hash=sha256:47f236970bccb2233267d89173d3ad2703cd36a0e2a6e92d0560d333871a3d23 \ - --hash=sha256:495aeca4b93d465efde585977365187149e75383ad2684f81519f504f5c13038 \ - --hash=sha256:55f66022632205940f1827effeff17c4fa7ae1953d2b74a8581baaefb7d16f8c \ - --hash=sha256:58edca431fb9b29950807e301826586e5bbf24163677732429770a697ffe6738 \ - --hash=sha256:5ba103fb455be00f3b1c2076c9d4264bfcb037c976167a6047ed82f23153f02e \ - --hash=sha256:669b1805bd639dd2989b281be2cfd951c6121b65e729d9b843e9639ef1fd555e \ - --hash=sha256:6abc8880d9d036ecaafe709079969f56e876fcf107f7a8e9920ba6d5a3878d05 \ - --hash=sha256:73c67f2db7bc334e518d097c6d1e6fed021bbc9b7d678d6cc433478365d1d5f5 \ - --hash=sha256:7cee9c752c0364588353e627da8a7e808a66873672bcb5f52890c33fd965b394 \ - --hash=sha256:8d6d1cc13664ec13c1b84241204ff3b12f9bb82464b8ad6e7a5d3486975c2eed \ - --hash=sha256:946fe926af6e44f3697abbc305ea168c2c31d3e3ef1058cf68f379bf0335a78d \ - --hash=sha256:9854cf4f488b3d57b9aaeb105f06d78e5529d3145b1e4a41750167e8c213c6d3 \ - --hash=sha256:993914b8e560023bc0a8bf742c5f303551992dcb85e247b1e5c7f4a7d145bda5 \ - --hash=sha256:99b47d6ad9a6da00bec6aabe5a6279ecd3c06a329d4aa4771034a21e335c3a97 \ - --hash=sha256:a090322ca841abd453d43456ac34db46e8b05fd9b3b4ac0c78bcde8b089f959b \ - --hash=sha256:a1010ed9524c73b94d15919ca4d41d8780980e1765babf85f9a2f90d247153dd \ - --hash=sha256:a161f20d9a43006833cd7068375a94d035714d73a172b681d8881820600abfad \ - --hash=sha256:a2bffea6a4ca9f01b3f8e548302470306689684e61602aa3d141e34da06cf425 \ - --hash=sha256:a51033ff701fca756439d641c0ad09a41d9242fa69121c7d8769604a0a629825 \ - --hash=sha256:a8fa71a2e078c527c3e9dc9fc5a98c9db40bcc8a92b4e8858e36d329f8684b51 \ - --hash=sha256:ac37f9f516c51e5753f27dfdef11a88330f04de2d564be3991384b2f3535d02e \ - --hash=sha256:ba3af48635eb83d03f6c9735dfb21785303e73d22ad03d489e88adae6eab8877 \ - --hash=sha256:c2262bdba0ad4fc6fb5545660673925c2d2a5d9e2e0fb603aad545427be0fc58 \ - --hash=sha256:ca28829ae5f5d569bb62a79512c842a03a12576375d5ece7d2cadf8abe96ec28 \ - --hash=sha256:d948b135c4693daff7bc2dcfc4ec57237a29bd37e60c2fabf5aff2bbacf3e2f1 \ - --hash=sha256:d9a0ca5da0386dee0655b4ccdf46119df60e0f10da268d04fe7cc87886872ba7 \ - --hash=sha256:dc4f992dfe1e2bc3ebc7444f6c7051b4bc13cd8e33e43511e8ffd13bf407010d \ - --hash=sha256:dd8ff7cf90014af0c0f787eea34794ebf6415242ee1d6fa91eaba725cc441e84 \ - --hash=sha256:dea5b552272a944763b34394d04577cf0f9bd013207bc32323b5a89a53cf9c2f \ - --hash=sha256:dff13836529b921e22f15cb099751209a60009731a68519630a24d61f0b1b30a \ - --hash=sha256:ee6af14263f25eedc3bb918a3c04245106a42dfd4f5c2285ea6f997b1fc3f89a \ - --hash=sha256:f8d1736cfb49381ba528cd5baa46f82fdc65c06e843dab24dd70b63d09121b3f - # via - # jsonschema - # referencing -rsa==4.9.1 \ - --hash=sha256:68635866661c6836b8d39430f97a996acbd61bfa49406748ea243539fe239762 \ - --hash=sha256:e7bdbfdb5497da4c07dfd35530e1a902659db6ff241e39d9953cad06ebd0ae75 - # via google-auth -safetensors==0.7.0 \ - --hash=sha256:07663963b67e8bd9f0b8ad15bb9163606cd27cc5a1b96235a50d8369803b96b0 \ - --hash=sha256:1d060c70284127fa805085d8f10fbd0962792aed71879d00864acda69dbab981 \ - --hash=sha256:42cb091236206bb2016d245c377ed383aa7f78691748f3bb6ee1bfa51ae2ce6a \ - --hash=sha256:54bef08bf00a2bff599982f6b08e8770e09cc012d7bba00783fc7ea38f1fb37d \ - --hash=sha256:5d72abdb8a4d56d4020713724ba81dac065fedb7f3667151c4a637f1d3fb26c0 \ - --hash=sha256:672132907fcad9f2aedcb705b2d7b3b93354a2aec1b2f706c4db852abe338f85 \ - --hash=sha256:8469155f4cb518bafb4acf4865e8bb9d6804110d2d9bdcaa78564b9fd841e104 \ - --hash=sha256:94fd4858284736bb67a897a41608b5b0c2496c9bdb3bf2af1fa3409127f20d57 \ - --hash=sha256:b0f6d66c1c538d5a94a73aa9ddca8ccc4227e6c9ff555322ea40bdd142391dd4 \ - --hash=sha256:c74af94bf3ac15ac4d0f2a7c7b4663a15f8c2ab15ed0fc7531ca61d0835eccba \ - --hash=sha256:c82f4d474cf725255d9e6acf17252991c3c8aac038d6ef363a4bf8be2f6db517 \ - --hash=sha256:cdab83a366799fa730f90a4ebb563e494f28e9e92c4819e556152ad55e43591b \ - --hash=sha256:d1239932053f56f3456f32eb9625590cc7582e905021f94636202a864d470755 \ - --hash=sha256:dac7252938f0696ddea46f5e855dd3138444e82236e3be475f54929f0c510d48 \ - --hash=sha256:e07d91d0c92a31200f25351f4acb2bc6aff7f48094e13ebb1d0fb995b54b6542 - # via transformers -scikit-learn==1.8.0 \ - --hash=sha256:146b4d36f800c013d267b29168813f7a03a43ecd2895d04861f1240b564421da \ - --hash=sha256:2838551e011a64e3053ad7618dda9310175f7515f1742fa2d756f7c874c05961 \ - --hash=sha256:35c007dedb2ffe38fe3ee7d201ebac4a2deccd2408e8621d53067733e3c74809 \ - --hash=sha256:4496bb2cf7a43ce1a2d7524a79e40bc5da45cf598dbf9545b7e8316ccba47bb4 \ - --hash=sha256:5025ce924beccb28298246e589c691fe1b8c1c96507e6d27d12c5fadd85bfd76 \ - --hash=sha256:5e30adb87f0cc81c7690a84f7932dd66be5bac57cfe16b91cb9151683a4a2d3b \ - --hash=sha256:5fb63362b5a7ddab88e52b6dbb47dac3fd7dafeee740dc6c8d8a446ddedade8e \ - --hash=sha256:8c497fff237d7b4e07e9ef1a640887fa4fb765647f86fbe00f969ff6280ce2bb \ - --hash=sha256:9bccbb3b40e3de10351f8f5068e105d0f4083b1a65fa07b6634fbc401a6287fd \ - --hash=sha256:a0bcfe4d0d14aec44921545fd2af2338c7471de9cb701f1da4c9d85906ab847a \ - --hash=sha256:ada8121bcb4dac28d930febc791a69f7cb1673c8495e5eee274190b73a4559c1 \ - --hash=sha256:c57b1b610bd1f40ba43970e11ce62821c2e6569e4d74023db19c6b26f246cb3b \ - --hash=sha256:f984ca4b14914e6b4094c5d52a32ea16b49832c03bd17a110f004db3c223e8e1 - # via sentence-transformers -scipy==1.17.1 \ - --hash=sha256:02ae3b274fde71c5e92ac4d54bc06c42d80e399fec704383dcd99b301df37458 \ - --hash=sha256:1f95b894f13729334fb990162e911c9e5dc1ab390c58aa6cbecb389c5b5e28ec \ - --hash=sha256:35c3a56d2ef83efc372eaec584314bd0ef2e2f0d2adb21c55e6ad5b344c0dcb8 \ - --hash=sha256:41b71f4a3a4cab9d366cd9065b288efc4d4f3c0b37a91a8e0947fb5bd7f31d87 \ - --hash=sha256:43af8d1f3bea642559019edfe64e9b11192a8978efbd1539d7bc2aaa23d92de4 \ - --hash=sha256:4eb6c25dd62ee8d5edf68a8e1c171dd71c292fdae95d8aeb3dd7d7de4c364082 \ - --hash=sha256:744b2bf3640d907b79f3fd7874efe432d1cf171ee721243e350f55234b4cec4c \ - --hash=sha256:766e0dc5a616d026a3a1cffa379af959671729083882f50307e18175797b3dfd \ - --hash=sha256:8a604bae87c6195d8b1045eddece0514d041604b14f2727bbc2b3020172045eb \ - --hash=sha256:95d8e012d8cb8816c226aef832200b1d45109ed4464303e997c5b13122b297c0 \ - --hash=sha256:9ecb4efb1cd6e8c4afea0daa91a87fbddbce1b99d2895d151596716c0b2e859d \ - --hash=sha256:a3472cfbca0a54177d0faa68f697d8ba4c80bbdc19908c3465556d9f7efce9ee \ - --hash=sha256:c80be5ede8f3f8eded4eff73cc99a25c388ce98e555b17d31da05287015ffa5b \ - --hash=sha256:cc90d2e9c7e5c7f1a482c9875007c095c3194b1cfedca3c2f3291cdc2bc7c086 \ - --hash=sha256:cd96a1898c0a47be4520327e01f874acfd61fb48a9420f8aa9f6483412ffa444 \ - --hash=sha256:d30e57c72013c2a4fe441c2fcb8e77b14e152ad48b5464858e07e2ad9fbfceff \ - --hash=sha256:e18f12c6b0bc5a592ed23d3f7b891f68fd7f8241d69b7883769eb5d5dfb52696 \ - --hash=sha256:e19ebea31758fac5893a2ac360fedd00116cbb7628e650842a6691ba7ca28a21 \ - --hash=sha256:f4115102802df98b2b0db3cce5cb9b92572633a1197c77b7553e5203f284a5b3 \ - --hash=sha256:f590cd684941912d10becc07325a3eeb77886fe981415660d9265c4c418d0bea \ - --hash=sha256:fcb310ddb270a06114bb64bbe53c94926b943f5b7f0842194d585c65eb4edd76 - # via - # scikit-learn - # sentence-transformers -sentence-transformers==5.2.3 \ - --hash=sha256:3cd3044e1f3fe859b6a1b66336aac502eaae5d3dd7d5c8fc237f37fbf58137c7 \ - --hash=sha256:6437c62d4112b615ddebda362dfc16a4308d604c5b68125ed586e3e95d5b2e30 - # via llama-index-embeddings-huggingface -setuptools==82.0.1 \ - --hash=sha256:7d872682c5d01cfde07da7bccc7b65469d3dca203318515ada1de5eda35efbf9 \ - --hash=sha256:a59e362652f08dcd477c78bb6e7bd9d80a7995bc73ce773050228a348ce2e5bb - # via - # llama-index-core - # ols - # torch -shellingham==1.5.4 \ - --hash=sha256:7ecfff8f2fd72616f7481040475a65b2bf8af90a56c89140852d1120324e8686 \ - --hash=sha256:8dbca0739d487e5bd35ab3ca4b36e11c4078f3a234bfce294b0a0291363404de - # via typer -six==1.17.0 \ - --hash=sha256:4721f391ed90541fddacab5acf947aa0d3dc7d27b2e1e8eda2be8970586c3274 \ - --hash=sha256:ff70335d468e7eb6ec65b95b99d3a2836546063f63acc5171de367e834932a81 - # via - # kubernetes - # lomond - # python-dateutil -sniffio==1.3.1 \ - --hash=sha256:2f6da418d1f1e0fddd844478f41680e794e6051915791a034ff65e5f100525a2 \ - --hash=sha256:f4324edc670a0f49750a81b895f35c3adb843cca46f0530f79fc1babb23789dc - # via - # httpx - # openai -soupsieve==2.8.3 \ - --hash=sha256:3267f1eeea4251fb42728b6dfb746edc9acaffc4a45b27e19450b676586e8349 \ - --hash=sha256:ed64f2ba4eebeab06cc4962affce381647455978ffc1e36bb79a545b91f45a95 - # via beautifulsoup4 -sqlalchemy==2.0.48 \ - --hash=sha256:07edba08061bc277bfdc772dd2a1a43978f5a45994dd3ede26391b405c15221e \ - --hash=sha256:1b4c575df7368b3b13e0cebf01d4679f9a28ed2ae6c1cd0b1d5beffb6b2007dc \ - --hash=sha256:34634e196f620c7a61d18d5cf7dc841ca6daa7961aed75d532b7e58b309ac894 \ - --hash=sha256:348174f228b99f33ca1f773e85510e08927620caa59ffe7803b37170df30332b \ - --hash=sha256:53667b5f668991e279d21f94ccfa6e45b4e3f4500e7591ae59a8012d0f010dcb \ - --hash=sha256:546572a1793cc35857a2ffa1fe0e58571af1779bcc1ffa7c9fb0839885ed69a9 \ - --hash=sha256:583849c743e0e3c9bb7446f5b5addeacedc168d657a69b418063dfdb2d90081c \ - --hash=sha256:5ca74f37f3369b45e1f6b7b06afb182af1fd5dde009e4ffd831830d98cbe5fe7 \ - --hash=sha256:68549c403f79a8e25984376480959975212a670405e3913830614432b5daa07a \ - --hash=sha256:6f7b7243850edd0b8b97043f04748f31de50cf426e939def5c16bedb540698f7 \ - --hash=sha256:82745b03b4043e04600a6b665cb98697c4339b24e34d74b0a2ac0a2488b6f94d \ - --hash=sha256:908a3fa6908716f803b86896a09a2c4dde5f5ce2bb07aacc71ffebb57986ce99 \ - --hash=sha256:9c7d0a77e36b5f4b01ca398482230ab792061d243d715299b44a0b55c89fe617 \ - --hash=sha256:a66fe406437dd65cacd96a72689a3aaaecaebbcd62d81c5ac1c0fdbeac835096 \ - --hash=sha256:e5e088bf43f6ee6fec7dbf1ef7ff7774a616c236b5c0cb3e00662dd71a56b571 \ - --hash=sha256:e83e3f959aaa1c9df95c22c528096d94848a1bc819f5d0ebf7ee3df0ca63db6c - # via - # langchain-classic - # langchain-community - # llama-index-core - # ols -sse-starlette==3.3.2 \ - --hash=sha256:5c3ea3dad425c601236726af2f27689b74494643f57017cafcb6f8c9acfbb862 \ - --hash=sha256:678fca55a1945c734d8472a6cad186a55ab02840b4f6786f5ee8770970579dcd - # via mcp -starlette==0.52.1 \ - --hash=sha256:0029d43eb3d273bc4f83a08720b4912ea4b071087a3b48db01b7c839f7954d74 \ - --hash=sha256:834edd1b0a23167694292e94f597773bc3f89f362be6effee198165a35d62933 - # via - # fastapi - # mcp - # ols - # sse-starlette -striprtf==0.0.26 \ - --hash=sha256:8c8f9d32083cdc2e8bfb149455aa1cc5a4e0a035893bedc75db8b73becb3a1bb \ - --hash=sha256:fdb2bba7ac440072d1c41eab50d8d74ae88f60a8b6575c6e2c7805dc462093aa - # via llama-index-readers-file -sympy==1.14.0 \ - --hash=sha256:d3d3fe8df1e5a0b42f0e7bdf50541697dbe7d23746e894990c030e2b05e72517 \ - --hash=sha256:e091cc3e99d2141a0ba2847328f5479b05d94a6635cb96148ccb3f34671bd8f5 - # via torch -tabulate==0.9.0 \ - --hash=sha256:0095b12bf5966de529c0feb1fa08671671b3368eec77d7ef7ab114be2c068b3c \ - --hash=sha256:024ca478df22e9340661486f85298cff5f6dcdba14f3813e8830015b9ed1948f - # via ibm-watsonx-ai -tenacity==9.1.4 \ - --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \ - --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a - # via - # langchain-community - # langchain-core - # llama-cloud-services - # llama-index-core -threadpoolctl==3.6.0 \ - --hash=sha256:43a0b8fd5a2928500110039e43a5eed8480b918967083ea48dc3ab9f13c4a7fb \ - --hash=sha256:8ab8b4aa3491d812b623328249fab5302a68d2d71745c8a4c719a2fcaba9f44e - # via scikit-learn -tiktoken==0.12.0 \ - --hash=sha256:2b90f5ad190a4bb7c3eb30c5fa32e1e182ca1ca79f05e49b448438c3e225a49b \ - --hash=sha256:35a2f8ddd3824608b3d650a000c1ef71f730d0c56486845705a8248da00f9fe5 \ - --hash=sha256:3e68e3e593637b53e56f7237be560f7a394451cb8c11079755e80ae64b9e6def \ - --hash=sha256:47a5bc270b8c3db00bb46ece01ef34ad050e364b51d406b6f9730b64ac28eded \ - --hash=sha256:508fa71810c0efdcd1b898fda574889ee62852989f7c1667414736bcb2b9a4bd \ - --hash=sha256:65b26c7a780e2139e73acc193e5c63ac754021f160df919add909c1492c0fb37 \ - --hash=sha256:6e227c7f96925003487c33b1b32265fad2fbcec2b7cf4817afb76d416f40f6bb \ - --hash=sha256:83d16643edb7fa2c99eff2ab7733508aae1eebb03d5dfc46f5565862810f24e3 \ - --hash=sha256:a1af81a6c44f008cba48494089dd98cccb8b313f55e961a52f5b222d1e507967 \ - --hash=sha256:b18ba7ee2b093863978fcb14f74b3707cdc8d4d4d3836853ce7ec60772139931 \ - --hash=sha256:b97f74aca0d78a1ff21b8cd9e9925714c15a9236d6ceacf5c7327c117e6e21e8 \ - --hash=sha256:c06cf0fcc24c2cb2adb5e185c7082a82cba29c17575e828518c2f11a01f445aa \ - --hash=sha256:edde1ec917dfd21c1f2f8046b86348b0f54a2c0547f68149d8600859598769ad \ - --hash=sha256:f18f249b041851954217e9fd8e5c00b024ab2315ffda5ed77665a05fa91f42dc \ - --hash=sha256:ffc5288f34a8bc02e1ea7047b8d041104791d2ddbf42d1e5fa07822cbffe16bd - # via - # langchain-openai - # llama-index-core -tinytag==2.2.0 ; python_full_version < '3.12' \ - --hash=sha256:d2cf3ef8ee0f6c854663f77d9d5f8159ee1c834c70f5ea4f214ddc4af8148f79 \ - --hash=sha256:f15b082510f6e0fc717e597edc8759d6f2d3ff6194ac0f3bcd675a9a09d9b798 - # via llama-index-core -tokenizers==0.22.2 \ - --hash=sha256:1c774b1276f71e1ef716e5486f21e76333464f47bece56bbd554485982a9e03e \ - --hash=sha256:1e418a55456beedca4621dbab65a318981467a2b188e982a23e117f115ce5001 \ - --hash=sha256:2249487018adec45d6e3554c71d46eb39fa8ea67156c640f7513eb26f318cec7 \ - --hash=sha256:25b85325d0815e86e0bac263506dd114578953b7b53d7de09a6485e4a160a7dd \ - --hash=sha256:29c30b83d8dcd061078b05ae0cb94d3c710555fbb44861139f9f83dcca3dc3e4 \ - --hash=sha256:369cc9fc8cc10cb24143873a0d95438bb8ee257bb80c71989e3ee290e8d72c67 \ - --hash=sha256:37ae80a28c1d3265bb1f22464c856bd23c02a05bb211e56d0c5301a435be6c1a \ - --hash=sha256:38337540fbbddff8e999d59970f3c6f35a82de10053206a7562f1ea02d046fa5 \ - --hash=sha256:473b83b915e547aa366d1eee11806deaf419e17be16310ac0a14077f1e28f917 \ - --hash=sha256:544dd704ae7238755d790de45ba8da072e9af3eea688f698b137915ae959281c \ - --hash=sha256:791135ee325f2336f498590eb2f11dc5c295232f288e75c99a36c5dbce63088a \ - --hash=sha256:9ce725d22864a1e965217204946f830c37876eee3b2ba6fc6255e8e903d5fcbc \ - --hash=sha256:a6bf3f88c554a2b653af81f3204491c818ae2ac6fbc09e76ef4773351292bc92 \ - --hash=sha256:bfb88f22a209ff7b40a576d5324bf8286b519d7358663db21d6246fb17eea2d5 \ - --hash=sha256:c9ea31edff2968b44a88f97d784c2f16dc0729b8b143ed004699ebca91f05c48 \ - --hash=sha256:df6c4265b289083bf710dff49bc51ef252f9d5be33a45ee2bed151114a56207b - # via transformers -torch==2.10.0 \ - --hash=sha256:13ec4add8c3faaed8d13e0574f5cd4a323c11655546f91fbe6afa77b57423574 \ - --hash=sha256:29b7009dba4b7a1c960260fc8ac85022c784250af43af9fb0ebafc9883782ebd \ - --hash=sha256:2c66c61f44c5f903046cc696d088e21062644cbe541c7f1c4eaae88b2ad23547 \ - --hash=sha256:3282d9febd1e4e476630a099692b44fdc214ee9bf8ee5377732d9d9dfe5712e4 \ - --hash=sha256:418997cb02d0a0f1497cf6a09f63166f9f5df9f3e16c8a716ab76a72127c714f \ - --hash=sha256:5fd4117d89ffd47e3dcc71e71a22efac24828ad781c7e46aaaf56bf7f2796acf \ - --hash=sha256:6d3707a61863d1c4d6ebba7be4ca320f42b869ee657e9b2c21c736bf17000294 \ - --hash=sha256:787124e7db3b379d4f1ed54dd12ae7c741c16a4d29b49c0226a89bea50923ffb \ - --hash=sha256:98c01b8bb5e3240426dcde1446eed6f40c778091c8544767ef1168fc663a05a6 \ - --hash=sha256:a2f9edd8dbc99f62bc4dfb78af7bf89499bca3d753423ac1b4e06592e467b763 \ - --hash=sha256:ac5bdcbb074384c66fa160c15b1ead77839e3fe7ed117d667249afce0acabfac \ - --hash=sha256:b7bd80f3477b830dd166c707c5b0b82a898e7b16f59a7d9d42778dd058272e8b - # via sentence-transformers -tqdm==4.67.3 \ - --hash=sha256:7d825f03f89244ef73f1d4ce193cb1774a8179fd96f31d7e1dcde62092b960bb \ - --hash=sha256:ee1e4c0e59148062281c49d80b25b67771a127c85fc9676d3be5f243206826bf - # via - # huggingface-hub - # llama-index-core - # nltk - # openai - # sentence-transformers - # transformers -transformers==5.3.0 \ - --hash=sha256:009555b364029da9e2946d41f1c5de9f15e6b1df46b189b7293f33a161b9c557 \ - --hash=sha256:50ac8c89c3c7033444fb3f9f53138096b997ebb70d4b5e50a2e810bf12d3d29a - # via - # ols - # sentence-transformers -triton==3.6.0 ; platform_machine == 'x86_64' and sys_platform == 'linux' \ - --hash=sha256:74caf5e34b66d9f3a429af689c1c7128daba1d8208df60e81106b115c00d6fca \ - --hash=sha256:e8e323d608e3a9bfcc2d9efcc90ceefb764a82b99dea12a86d643c72539ad5d3 - # via torch -typer==0.24.1 \ - --hash=sha256:112c1f0ce578bfb4cab9ffdabc68f031416ebcc216536611ba21f04e9aa84c9e \ - --hash=sha256:e39b4732d65fbdcde189ae76cf7cd48aeae72919dea1fdfc16593be016256b45 - # via - # huggingface-hub - # transformers -typing-extensions==4.15.0 \ - --hash=sha256:0cea48d173cc12fa28ecabc3b837ea3cf6f38c6d1136f85cbaaf598984861466 \ - --hash=sha256:f0fa19c6845758ab08074a0cfa8b7aecb71c999ca73d62883bc25cc018c4e548 - # via - # aiosignal - # anyio - # azure-core - # azure-identity - # beautifulsoup4 - # fastapi - # grpcio - # huggingface-hub - # langchain-core - # langchain-mcp-adapters - # llama-index-core - # llama-index-workflows - # mcp - # openai - # pydantic - # pydantic-core - # referencing - # sentence-transformers - # sqlalchemy - # starlette - # torch - # typing-inspect - # typing-inspection -typing-inspect==0.9.0 \ - --hash=sha256:9ee6fc59062311ef8547596ab6b955e1b8aa46242d854bfc78f4f6b0eff35f9f \ - --hash=sha256:b23fc42ff6f6ef6954e4852c1fb512cdd18dbea03134f91f856a95ccc9461f78 - # via - # dataclasses-json - # llama-index-core -typing-inspection==0.4.2 \ - --hash=sha256:4ed1cacbdc298c220f1bd249ed5287caa16f34d44ef4e9c3d0cbad5b521545e7 \ - --hash=sha256:ba561c48a67c5958007083d386c3295464928b01faa735ab8547c5692e87f464 - # via - # fastapi - # mcp - # pydantic - # pydantic-settings -tzdata==2025.3 \ - --hash=sha256:06a47e5700f3081aab02b2e513160914ff0694bce9947d6b76ebd6bf57cfc5d1 \ - --hash=sha256:de39c2ca5dc7b0344f2eba86f49d614019d29f060fc4ebc8a417896a620b56a7 - # via pandas -urllib3==2.6.3 \ - --hash=sha256:1b62b6884944a57dbe321509ab94fd4d3b307075e0c2eae991ac71ee15ad38ed \ - --hash=sha256:bf272323e553dfb2e87d9bfd225ca7b0f467b919d7bbd355436d3fd37cb0acd4 - # via - # ibm-cos-sdk-core - # ibm-watsonx-ai - # kubernetes - # ols - # qdrant-client - # requests -uuid-utils==0.14.1 \ - --hash=sha256:043fb58fde6cf1620a6c066382f04f87a8e74feb0f95a585e4ed46f5d44af57b \ - --hash=sha256:0972488e3f9b449e83f006ead5a0e0a33ad4a13e4462e865b7c286ab7d7566a3 \ - --hash=sha256:0b5d2ad28063d422ccc2c28d46471d47b61a58de885d35113a8f18cb547e25bf \ - --hash=sha256:12c65020ba6cb6abe1d57fcbfc2d0ea0506c67049ee031714057f5caf0f9bc9c \ - --hash=sha256:1c238812ae0c8ffe77d8d447a32c6dfd058ea4631246b08b5a71df586ff08531 \ - --hash=sha256:258186964039a8e36db10810c1ece879d229b01331e09e9030bc5dcabe231bd2 \ - --hash=sha256:50fffc2827348c1e48972eed3d1c698959e63f9d030aa5dd82ba451113158a62 \ - --hash=sha256:60e0854a90d67f4b0cc6e54773deb8be618f4c9bad98d3326f081423b5d14fae \ - --hash=sha256:93a3b5dc798a54a1feb693f2d1cb4cf08258c32ff05ae4929b5f0a2ca624a4f0 \ - --hash=sha256:9bfc95f64af80ccf129c604fb6b8ca66c6f256451e32bc4570f760e4309c9b69 \ - --hash=sha256:b04cb49b42afbc4ff8dbc60cf054930afc479d6f4dd7f1ec3bbe5dbfdde06b7a \ - --hash=sha256:b197cd5424cf89fb019ca7f53641d05bfe34b1879614bed111c9c313b5574cd8 \ - --hash=sha256:b54d6aa6252d96bac1fdbc80d26ba71bad9f220b2724d692ad2f2310c22ef523 \ - --hash=sha256:b56b0cacd81583834820588378e432b0696186683b813058b707aedc1e16c4b1 \ - --hash=sha256:bb3cf14de789097320a3c56bfdfdd51b1225d11d67298afbedee7e84e3837c96 \ - --hash=sha256:bec8f8ef627af86abf8298e7ec50926627e29b34fa907fcfbedb45aaa72bca43 \ - --hash=sha256:c1dbe718765f70f5b7f9b7f66b6a937802941b1cc56bcf642ce0274169741e01 \ - --hash=sha256:c915d53f22945e55fe0d3d3b0b87fd965a57f5fd15666fd92d6593a73b1dd297 \ - --hash=sha256:ccd65a4b8e83af23eae5e56d88034b2fe7264f465d3e830845f10d1591b81741 \ - --hash=sha256:ce6743ba194de3910b5feb1a62590cd2587e33a73ab6af8a01b642ceb5055862 \ - --hash=sha256:da2234387b45fde40b0fedfee64a0ba591caeea9c48c7698ab6e2d85c7991533 \ - --hash=sha256:fc27638c2ce267a0ce3e06828aff786f91367f093c80625ee21dad0208e0f5ba - # via - # langchain-core - # langsmith -uvicorn==0.41.0 \ - --hash=sha256:09d11cf7008da33113824ee5a1c6422d89fbc2ff476540d69a34c87fab8b571a \ - --hash=sha256:29e35b1d2c36a04b9e180d4007ede3bcb32a85fbdfd6c6aeb3f26839de088187 - # via - # mcp - # ols -virtualenv==21.2.0 \ - --hash=sha256:1720dc3a62ef5b443092e3f499228599045d7fea4c79199770499df8becf9098 \ - --hash=sha256:1bd755b504931164a5a496d217c014d098426cddc79363ad66ac78125f9d908f - # via ols -websocket-client==1.9.0 \ - --hash=sha256:9e813624b6eb619999a97dc7958469217c3176312b3a16a4bd1bc7e08a46ec98 \ - --hash=sha256:af248a825037ef591efbf6ed20cc5faa03d3b47b9e5a2230a529eeee1c1fc3ef - # via kubernetes -wrapt==1.17.3 ; python_full_version < '3.12' \ - --hash=sha256:042ec3bb8f319c147b1301f2393bc19dba6e176b7da446853406d041c36c7828 \ - --hash=sha256:0610b46293c59a3adbae3dee552b648b984176f8562ee0dba099a56cfbe4df1f \ - --hash=sha256:0b02e424deef65c9f7326d8c19220a2c9040c51dc165cddb732f16198c168396 \ - --hash=sha256:0b1831115c97f0663cb77aa27d381237e73ad4f721391a9bfb2fe8bc25fa6e77 \ - --hash=sha256:273a736c4645e63ac582c60a56b0acb529ef07f78e08dc6bfadf6a46b19c0da7 \ - --hash=sha256:3af60380ba0b7b5aeb329bc4e402acd25bd877e98b3727b0135cb5c2efdaefe9 \ - --hash=sha256:4da9f45279fff3543c371d5ababc57a0384f70be244de7759c85a7f989cb4ebe \ - --hash=sha256:5531d911795e3f935a9c23eb1c8c03c211661a5060aab167065896bbf62a5f85 \ - --hash=sha256:5a7b3c1ee8265eb4c8f1b7d29943f195c00673f5ab60c192eba2d4a7eae5f46a \ - --hash=sha256:604d076c55e2fdd4c1c03d06dc1a31b95130010517b5019db15365ec4a405fc6 \ - --hash=sha256:6b538e31eca1a7ea4605e44f81a48aa24c4632a277431a6ed3f328835901f4fd \ - --hash=sha256:7171ae35d2c33d326ac19dd8facb1e82e5fd04ef8c6c0e394d7af55a55051c22 \ - --hash=sha256:74afa28374a3c3a11b3b5e5fca0ae03bef8450d6aa3ab3a1e2c30e3a75d023dc \ - --hash=sha256:79573c24a46ce11aab457b472efd8d125e5a51da2d1d24387666cd85f54c05b2 \ - --hash=sha256:8cccf4f81371f257440c88faed6b74f1053eef90807b77e31ca057b2db74edb1 \ - --hash=sha256:9baa544e6acc91130e926e8c802a17f3b16fbea0fd441b5a60f5cf2cc5c3deba \ - --hash=sha256:ab232e7fdb44cdfbf55fc3afa31bcdb0d8980b9b95c38b6405df2acb672af0e0 \ - --hash=sha256:b32888aad8b6e68f83a8fdccbf3165f5469702a7544472bdf41f582970ed3311 \ - --hash=sha256:c31eebe420a9a5d2887b13000b043ff6ca27c452a9a22fa71f35f118e8d4bf89 \ - --hash=sha256:d8a210b158a34164de8bb68b0e7780041a903d7b00c87e906fb69928bf7890d5 \ - --hash=sha256:e71d5c6ebac14875668a1e90baf2ea0ef5b7ac7918355850c0908ae82bcb297c \ - --hash=sha256:f66eb08feaa410fe4eebd17f2a2c8e2e46d3476e9f8c783daa8e09e0faa666d0 - # via - # deprecated - # llama-index-core -wrapt==2.1.2 ; python_full_version >= '3.12' \ - --hash=sha256:1c51c738d7d9faa0b3601708e7e2eda9bf779e1b601dce6c77411f2a1b324a63 \ - --hash=sha256:3996a67eecc2c68fd47b4e3c564405a5777367adfd9b8abb58387b63ee83b21e \ - --hash=sha256:3d7b6fd105f8b24e5bd23ccf41cb1d1099796524bcc6f7fbb8fe576c44befbc9 \ - --hash=sha256:577dff354e7acd9d411eaf4bfe76b724c89c89c8fc9b7e127ee28c5f7bcb25b6 \ - --hash=sha256:5a0a0a3a882393095573344075189eb2d566e0fd205a2b6414e9997b1b800a8b \ - --hash=sha256:6433ea84e1cfacf32021d2a4ee909554ade7fd392caa6f7c13f1f4bf7b8e8748 \ - --hash=sha256:64a07a71d2730ba56f11d1a4b91f7817dc79bc134c11516b75d1921a7c6fcda1 \ - --hash=sha256:6f2c5390460de57fa9582bc8a1b7a6c86e1a41dfad74c5225fc07044c15cc8d1 \ - --hash=sha256:767c0dbbe76cae2a60dd2b235ac0c87c9cccf4898aef8062e57bead46b5f6894 \ - --hash=sha256:79847b83eb38e70d93dc392c7c5b587efe65b3e7afcc167aa8abd5d60e8761c8 \ - --hash=sha256:7dfa9f2cf65d027b951d05c662cc99ee3bd01f6e4691ed39848a7a5fffc902b2 \ - --hash=sha256:866abdbf4612e0b34764922ef8b1c5668867610a718d3053d59e24a5e5fcfc15 \ - --hash=sha256:96159a0ee2b0277d44201c3b5be479a9979cf154e8c82fa5df49586a8e7679bb \ - --hash=sha256:98ba61833a77b747901e9012072f038795de7fc77849f1faa965464f3f87ff2d \ - --hash=sha256:9c691a6bc752c0cc4711cc0c00896fcd0f116abc253609ef64ef930032821842 \ - --hash=sha256:b89f095fe98bc12107f82a9f7d570dc83a0870291aeb6b1d7a7d35575f55d98a \ - --hash=sha256:b8fd6fa2b2c4e7621808f8c62e8317f4aae56e59721ad933bac5239d913cf0e8 \ - --hash=sha256:c20b757c268d30d6215916a5fa8461048d023865d888e437fab451139cad6c8e \ - --hash=sha256:c8e46ae8e4032792eb2f677dbd0d557170a8e5524d22acc55199f43efedd39bf \ - --hash=sha256:e3d3b35eedcf5f7d022291ecd7533321c4775f7b9cd0050a31a68499ba45757c \ - --hash=sha256:eba8155747eb2cae4a0b913d9ebd12a1db4d860fc4c829d7578c7b989bd3f2f0 \ - --hash=sha256:f3b7d73012ea75aee5844de58c88f44cf62d0d62711e39da5a82824a7c4626a8 \ - --hash=sha256:f8fba1bae256186a83d1875b2b1f4e2d1242e8fac0f58ec0d7e41b26967b965c \ - --hash=sha256:ff2aad9c4cda28a8f0653fc2d487596458c2a3f475e56ba02909e950a9efa6a9 - # via - # deprecated - # llama-index-core -xxhash==3.6.0 \ - --hash=sha256:01362c4331775398e7bb34e3ab403bc9ee9f7c497bc7dee6272114055277dd3c \ - --hash=sha256:08d45aef063a4531b785cd72de4887766d01dc8f362a515693df349fdb825e0c \ - --hash=sha256:0f7b7e2ec26c1666ad5fc9dbfa426a6a3367ceaf79db5dd76264659d509d73b0 \ - --hash=sha256:15e0dac10eb9309508bfc41f7f9deaa7755c69e35af835db9cb10751adebc35d \ - --hash=sha256:26734cdc2d4ffe449b41d186bbeac416f704a482ed835d375a5c0cb02bc63fef \ - --hash=sha256:297b7fbf86c82c550e12e8fb71968b3f033d27b874276ba3624ea868c11165a8 \ - --hash=sha256:2aa5ee3444c25b69813663c9f8067dcfaa2e126dc55e8dddf40f4d1c25d7effa \ - --hash=sha256:2b6821e94346f96db75abaa6e255706fb06ebd530899ed76d32cd99f20dc52fa \ - --hash=sha256:418daf3db71e1413cfe211c2f9a528456936645c17f46b5204705581a45390ae \ - --hash=sha256:49e03e6fe2cac4a1bc64952dd250cf0dbc5ef4ebb7b8d96bce82e2de163c82a2 \ - --hash=sha256:4ccbff013972390b51a18ef1255ef5ac125c92dc9143b2d1909f59abc765540e \ - --hash=sha256:50fc255f39428a27299c20e280d6193d8b63b8ef8028995323bf834a026b4fbb \ - --hash=sha256:51312c768403d8540487dbbfb557454cfc55589bbde6424456951f7fcd4facb3 \ - --hash=sha256:5dc1e14d14fa0f5789ec29a7062004b5933964bb9b02aae6622b8f530dc40296 \ - --hash=sha256:6812c25fe0d6c36a46ccb002f40f27ac903bf18af9f6dd8f9669cb4d176ab18f \ - --hash=sha256:6fb5f5476bef678f69db04f2bd1efbed3030d2aba305b0fc1773645f187d6a4e \ - --hash=sha256:7a0b169aafb98f4284f73635a8e93f0735f9cbde17bd5ec332480484241aaa77 \ - --hash=sha256:7d14a6cfaf03b1b6f5f9790f76880601ccc7896aff7ab9cd8978a939c1eb7e0d \ - --hash=sha256:843b52f6d88071f87eba1631b684fcb4b2068cd2180a0224122fe4ef011a9374 \ - --hash=sha256:881b47fc47e051b37d94d13e7455131054b56749b91b508b0907eb07900d1c13 \ - --hash=sha256:8b29ee68625ab37b04c0b40c3fafdf24d2f75ccd778333cfb698f65f6c463f62 \ - --hash=sha256:929142361a48ee07f09121fe9e96a84950e8d4df3bb298ca5d88061969f34d7b \ - --hash=sha256:93f107c673bccf0d592cdba077dedaf52fe7f42dcd7676eba1f6d6f0c3efffd2 \ - --hash=sha256:b47bbd8cf2d72797f3c2772eaaac0ded3d3af26481a26d7d7d41dc2d3c46b04a \ - --hash=sha256:b7b2df81a23f8cb99656378e72501b2cb41b1827c0f5a86f87d6b06b69f9f204 \ - --hash=sha256:bd17fede52a17a4f9a7bc4472a5867cb0b160deeb431795c0e4abe158bc784e9 \ - --hash=sha256:c0f2ab8c715630565ab8991b536ecded9416d615538be8ecddce43ccf26cbc7c \ - --hash=sha256:c6dc31591899f5e5666f04cc2e529e69b4072827085c1ef15294d91a004bc1bd \ - --hash=sha256:d0a9751f71a1a65ce3584e9cae4467651c7e70c9d31017fa57574583a4540248 \ - --hash=sha256:d1927a69feddc24c987b337ce81ac15c4720955b667fe9b588e02254b80446fd \ - --hash=sha256:d72f67ef8bf36e05f5b6c65e8524f265bd61071471cd4cf1d36743ebeeeb06b7 \ - --hash=sha256:dc94790144e66b14f67b10ac8ed75b39ca47536bf8800eb7c24b50271ea0c490 \ - --hash=sha256:dea26ae1eb293db089798d3973a5fc928a18fdd97cc8801226fae705b02b14b0 \ - --hash=sha256:eae5c13f3bc455a3bbb68bdc513912dc7356de7e2280363ea235f71f54064829 \ - --hash=sha256:f0162a78b13a0d7617b2845b90c763339d1f1d82bb04a4b07f4ab535cc5e05d6 \ - --hash=sha256:f7f99123f0e1194fa59cc69ad46dbae2e07becec5df50a0509a808f90a0f03f0 - # via - # langgraph - # langsmith -yarl==1.23.0 \ - --hash=sha256:03214408cfa590df47728b84c679ae4ef00be2428e11630277be0727eba2d7cc \ - --hash=sha256:0e40111274f340d32ebcc0a5668d54d2b552a6cca84c9475859d364b380e3222 \ - --hash=sha256:13a563739ae600a631c36ce096615fe307f131344588b0bc0daec108cdb47b25 \ - --hash=sha256:170e26584b060879e29fac213e4228ef063f39128723807a312e5c7fec28eff2 \ - --hash=sha256:1932b6b8bba8d0160a9d1078aae5838a66039e8832d41d2992daa9a3a08f7860 \ - --hash=sha256:1c3a3598a832590c5a3ce56ab5576361b5688c12cb1d39429cf5dba30b510760 \ - --hash=sha256:1dc702e42d0684f42d6519c8d581e49c96cefaaab16691f03566d30658ee8788 \ - --hash=sha256:3ceb13c5c858d01321b5d9bb65e4cf37a92169ea470b70fec6f236b2c9dd7e34 \ - --hash=sha256:411225bae281f114067578891bc75534cfb3d92a3b4dfef7a6ca78ba354e6069 \ - --hash=sha256:4764a6a7588561a9aef92f65bda2c4fb58fe7c675c0883862e6df97559de0bfb \ - --hash=sha256:4a59ba56f340334766f3a4442e0efd0af895fae9e2b204741ef885c446b3a1a8 \ - --hash=sha256:4c41e021bc6d7affb3364dc1e1e5fa9582b470f283748784bd6ea0558f87f42c \ - --hash=sha256:51430653db848d258336cfa0244427b17d12db63d42603a55f0d4546f50f25b5 \ - --hash=sha256:53ad387048f6f09a8969631e4de3f1bf70c50e93545d64af4f751b2498755072 \ - --hash=sha256:53b1ea6ca88ebd4420379c330aea57e258408dd0df9af0992e5de2078dc9f5d5 \ - --hash=sha256:6b41389c19b07c760c7e427a3462e8ab83c4bb087d127f0e854c706ce1b9215c \ - --hash=sha256:6e87a6e8735b44816e7db0b2fbc9686932df473c826b0d9743148432e10bb9b9 \ - --hash=sha256:803a3c3ce4acc62eaf01eaca1208dcf0783025ef27572c3336502b9c232005e7 \ - --hash=sha256:8419ebd326430d1cbb7efb5292330a2cf39114e82df5cc3d83c9a0d5ebeaf2f2 \ - --hash=sha256:877b0738624280e34c55680d6054a307aa94f7d52fa0e3034a9cc6e790871da7 \ - --hash=sha256:99c8a9ed30f4164bc4c14b37a90208836cbf50d4ce2a57c71d0f52c7fb4f7598 \ - --hash=sha256:9cbf44c5cb4a7633d078788e1b56387e3d3cf2b8139a3be38040b22d6c3221c8 \ - --hash=sha256:9ee33b875f0b390564c1fb7bc528abf18c8ee6073b201c6ae8524aca778e2d83 \ - --hash=sha256:a2df6afe50dea8ae15fa34c9f824a3ee958d785fd5d089063d960bae1daa0a3f \ - --hash=sha256:a3d2bff8f37f8d0f96c7ec554d16945050d54462d6e95414babaa18bfafc7f51 \ - --hash=sha256:aafe5dcfda86c8af00386d7781d4c2181b5011b7be3f2add5e99899ea925df05 \ - --hash=sha256:b2c6b50c7b0464165472b56b42d4c76a7b864597007d9c085e8b63e185cf4a7a \ - --hash=sha256:b35d13d549077713e4414f927cdc388d62e543987c572baee613bf82f11a4b99 \ - --hash=sha256:b39cb32a6582750b6cc77bfb3c49c0f8760dc18dc96ec9fb55fbb0f04e08b928 \ - --hash=sha256:b5405bb8f0e783a988172993cfc627e4d9d00432d6bbac65a923041edacf997d \ - --hash=sha256:be61f6fff406ca40e3b1d84716fde398fc08bc63dd96d15f3a14230a0973ed86 \ - --hash=sha256:bf49a3ae946a87083ef3a34c8f677ae4243f5b824bfc4c69672e72b3d6719d46 \ - --hash=sha256:c75eb09e8d55bceb4367e83496ff8ef2bc7ea6960efb38e978e8073ea59ecb67 \ - --hash=sha256:cbb0fef01f0c6b38cb0f39b1f78fc90b807e0e3c86a7ff3ce74ad77ce5c7880c \ - --hash=sha256:dc52310451fc7c629e13c4e061cbe2dd01684d91f2f8ee2821b083c58bd72432 \ - --hash=sha256:f2af5c81a1f124609d5f33507082fc3f739959d4719b56877ab1ee7e7b3d602b \ - --hash=sha256:f69f57305656a4852f2a7203efc661d8c042e6cc67f7acd97d8667fb448a426e \ - --hash=sha256:fffc45637bcd6538de8b85f51e3df3223e4ad89bccbfca0481c08c7fc8b7ed7d - # via aiohttp -zipp==3.23.0 \ - --hash=sha256:071652d6115ed432f5ce1d34c336c0adfd6a884660d1e9712a256d3d3bd4b14e \ - --hash=sha256:a07157588a12518c9d4034df3fbbee09c814741a33ff63c05fa29d26a2404166 - # via ols -zstandard==0.25.0 \ - --hash=sha256:011d388c76b11a0c165374ce660ce2c8efa8e5d87f34996aa80f9c0816698b64 \ - --hash=sha256:01582723b3ccd6939ab7b3a78622c573799d5d8737b534b86d0e06ac18dbde4a \ - --hash=sha256:06acb75eebeedb77b69048031282737717a63e71e4ae3f77cc0c3b9508320df6 \ - --hash=sha256:0bbc9a0c65ce0eea3c34a691e3c4b6889f5f3909ba4822ab385fab9057099431 \ - --hash=sha256:10ef2a79ab8e2974e2075fb984e5b9806c64134810fac21576f0668e7ea19f8f \ - --hash=sha256:181eb40e0b6a29b3cd2849f825e0fa34397f649170673d385f3598ae17cca2e9 \ - --hash=sha256:1869da9571d5e94a85a5e8d57e4e8807b175c9e4a6294e3b66fa4efb074d90f6 \ - --hash=sha256:22a06c5df3751bb7dc67406f5374734ccee8ed37fc5981bf1ad7041831fa1137 \ - --hash=sha256:22a086cff1b6ceca18a8dd6096ec631e430e93a8e70a9ca5efa7561a00f826fa \ - --hash=sha256:23ebc8f17a03133b4426bcc04aabd68f8236eb78c3760f12783385171b0fd8bd \ - --hash=sha256:474d2596a2dbc241a556e965fb76002c1ce655445e4e3bf38e5477d413165ffa \ - --hash=sha256:5a56ba0db2d244117ed744dfa8f6f5b366e14148e00de44723413b2f3938a902 \ - --hash=sha256:5f1ad7bf88535edcf30038f6919abe087f606f62c00a87d7e33e7fc57cb69fcc \ - --hash=sha256:6a573a35693e03cf1d67799fd01b50ff578515a8aeadd4595d2a7fa9f3ec002a \ - --hash=sha256:6c0e5a65158a7946e7a7affa6418878ef97ab66636f13353b8502d7ea03c8097 \ - --hash=sha256:6dffecc361d079bb48d7caef5d673c88c8988d3d33fb74ab95b7ee6da42652ea \ - --hash=sha256:7149623bba7fdf7e7f24312953bcf73cae103db8cae49f8154dd1eadc8a29ecb \ - --hash=sha256:72d35d7aa0bba323965da807a462b0966c91608ef3a48ba761678cb20ce5d8b7 \ - --hash=sha256:7713e1179d162cf5c7906da876ec2ccb9c3a9dcbdffef0cc7f70c3667a205f0b \ - --hash=sha256:7b3c3a3ab9daa3eed242d6ecceead93aebbb8f5f84318d82cee643e019c4b73b \ - --hash=sha256:809c5bcb2c67cd0ed81e9229d227d4ca28f82d0f778fc5fea624a9def3963f91 \ - --hash=sha256:913cbd31a400febff93b564a23e17c3ed2d56c064006f54efec210d586171c00 \ - --hash=sha256:9300d02ea7c6506f00e627e287e0492a5eb0371ec1670ae852fefffa6164b072 \ - --hash=sha256:933b65d7680ea337180733cf9e87293cc5500cc0eb3fc8769f4d3c88d724ec5c \ - --hash=sha256:98750a309eb2f020da61e727de7d7ba3c57c97cf6213f6f6277bb7fb42a8e065 \ - --hash=sha256:99c0c846e6e61718715a3c9437ccc625de26593fea60189567f0118dc9db7512 \ - --hash=sha256:a3f79487c687b1fc69f19e487cd949bf3aae653d181dfb5fde3bf6d18894706f \ - --hash=sha256:aaf21ba8fb76d102b696781bddaa0954b782536446083ae3fdaa6f16b25a1c4b \ - --hash=sha256:bfd06b1c5584b657a2892a6014c2f4c20e0db0208c159148fa78c65f7e0b0277 \ - --hash=sha256:c8e167d5adf59476fa3e37bee730890e389410c354771a62e3c076c86f9f7778 \ - --hash=sha256:daab68faadb847063d0c56f361a289c4f268706b598afbf9ad113cbe5c38b6b2 \ - --hash=sha256:f27662e4f7dbf9f9c12391cb37b4c4c3cb90ffbd3b1fb9284dadbbb8935fa708 \ - --hash=sha256:f373da2c1757bb7f1acaf09369cdc1d51d84131e50d5fa9863982fd626466313 \ - --hash=sha256:f5aeea11ded7320a84dcdd62a3d95b5186834224a9e55b92ccae35d21a8b63d4 \ - --hash=sha256:ffef5a74088f1e09947aecf91011136665152e0b4b359c42be3373897fb39b01 - # via langsmith diff --git a/rpms.in.yaml b/rpms.in.yaml index a6ef63da8..6cc364293 100644 --- a/rpms.in.yaml +++ b/rpms.in.yaml @@ -1,3 +1,3 @@ -packages: [python3.11, python3.11-devel, python3.11-pip] +packages: [gcc, gcc-c++, jq, patch, cmake, cargo] contentOrigin: - repofiles: ["./ubi.repo", "./redhat.repo"] + repofiles: ["./redhat.repo"] diff --git a/rpms.lock.yaml b/rpms.lock.yaml index abf840c3d..1ca3930a7 100644 --- a/rpms.lock.yaml +++ b/rpms.lock.yaml @@ -4,225 +4,177 @@ lockfileVendor: redhat arches: - arch: aarch64 packages: - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/l/libnsl2-2.0.0-1.el9.aarch64.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 32849 - checksum: sha256:5b38c8b55dbfc549271617e132d2d98ceaa9ca30711f73edd8b39a6af689de27 - name: libnsl2 - evr: 2.0.0-1.el9 - sourcerpm: libnsl2-2.0.0-1.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/m/mpdecimal-2.5.1-3.el9.aarch64.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 92062 - checksum: sha256:6bdb76d4bb510b0e435698a46a09d0849fb07b2f53c00239e8989d8f141d1d14 - name: mpdecimal - evr: 2.5.1-3.el9 - sourcerpm: mpdecimal-2.5.1-3.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-3.11.9-7.el9_5.2.aarch64.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 30466 - checksum: sha256:7ae1e1ea15485419b5b8cdd2fc3e771ed5c025305cec43f24d78fb53b2c169b8 - name: python3.11 - evr: 3.11.9-7.el9_5.2 - sourcerpm: python3.11-3.11.9-7.el9_5.2.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-devel-3.11.9-7.el9_5.2.aarch64.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 289290 - checksum: sha256:09f3d7137aa95ffcb2098a8524c5fa6471dc1cb06c6c46d78ffe7866b5259333 - name: python3.11-devel - evr: 3.11.9-7.el9_5.2 - sourcerpm: python3.11-3.11.9-7.el9_5.2.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-libs-3.11.9-7.el9_5.2.aarch64.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 10688467 - checksum: sha256:ed6cfc950c4878d6957703718dcc13813371602f7089a9bb80f13a5ae6f8d551 - name: python3.11-libs - evr: 3.11.9-7.el9_5.2 - sourcerpm: python3.11-3.11.9-7.el9_5.2.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-pip-22.3.1-5.el9.noarch.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 3358530 - checksum: sha256:c5c12f2941e65ea36b645ea215a62883fcfafc45931f0370153fecf752bde885 - name: python3.11-pip - evr: 22.3.1-5.el9 - sourcerpm: python3.11-pip-22.3.1-5.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-pip-wheel-22.3.1-5.el9.noarch.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 1490893 - checksum: sha256:c7c531cbc553b7cbec0a3a61ed396aede78ec663ff77a118a60829b9505383ab - name: python3.11-pip-wheel - evr: 22.3.1-5.el9 - sourcerpm: python3.11-pip-22.3.1-5.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-setuptools-65.5.1-3.el9.noarch.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 1800394 - checksum: sha256:beae6c2ed08b28236462f282ad5a6b79bb320bc30be551621beb81df5ed10a08 - name: python3.11-setuptools - evr: 65.5.1-3.el9 - sourcerpm: python3.11-setuptools-65.5.1-3.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/appstream/os/Packages/p/python3.11-setuptools-wheel-65.5.1-3.el9.noarch.rpm - repoid: ubi-9-for-aarch64-appstream-rpms - size: 732455 - checksum: sha256:1c62d47b95503b00ba45db358d2611d94575a579e47fcaa0ce134ae21b4509de - name: python3.11-setuptools-wheel - evr: 65.5.1-3.el9 - sourcerpm: python3.11-setuptools-65.5.1-3.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/baseos/os/Packages/e/expat-2.5.0-3.el9_5.1.aarch64.rpm - repoid: ubi-9-for-aarch64-baseos-rpms - size: 116093 - checksum: sha256:74734affbd72263c90faef8ab20297ef5cd5bde7805956029e1f36c60a99e973 - name: expat - evr: 2.5.0-3.el9_5.1 - sourcerpm: expat-2.5.0-3.el9_5.1.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/baseos/os/Packages/l/libpkgconf-1.7.3-10.el9.aarch64.rpm - repoid: ubi-9-for-aarch64-baseos-rpms - size: 38310 - checksum: sha256:9bdfccf6b092e0683aa6984f7c6caa737b30c0b1495e16abb03b5d1a5f8e787a - name: libpkgconf - evr: 1.7.3-10.el9 - sourcerpm: pkgconf-1.7.3-10.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/baseos/os/Packages/l/libtirpc-1.3.3-9.el9.aarch64.rpm - repoid: ubi-9-for-aarch64-baseos-rpms - size: 98735 - checksum: sha256:591a92387f21db11cb3607f566f95e1f4afe581428eec00f99539925560e1913 - name: libtirpc - evr: 1.3.3-9.el9 - sourcerpm: libtirpc-1.3.3-9.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/baseos/os/Packages/p/pkgconf-1.7.3-10.el9.aarch64.rpm - repoid: ubi-9-for-aarch64-baseos-rpms - size: 45196 - checksum: sha256:aa38a3951a690d721a815ea8f9b01995a85f35a8540d8075205821011d0385e6 - name: pkgconf - evr: 1.7.3-10.el9 - sourcerpm: pkgconf-1.7.3-10.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/baseos/os/Packages/p/pkgconf-m4-1.7.3-10.el9.noarch.rpm - repoid: ubi-9-for-aarch64-baseos-rpms - size: 16054 - checksum: sha256:91bafd6e06099451f60288327b275cfcc651822f6145176a157c6b0fa5131e02 - name: pkgconf-m4 - evr: 1.7.3-10.el9 - sourcerpm: pkgconf-1.7.3-10.el9.src.rpm - - url: https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/aarch64/baseos/os/Packages/p/pkgconf-pkg-config-1.7.3-10.el9.aarch64.rpm - repoid: ubi-9-for-aarch64-baseos-rpms - size: 12398 - checksum: sha256:47f1f744f96a2f3d360bc129837738dcebb1ee5032effc4472a891eea1d6a907 - name: pkgconf-pkg-config - evr: 1.7.3-10.el9 - sourcerpm: pkgconf-1.7.3-10.el9.src.rpm + - url: 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+BASE_IMAGE="registry.redhat.io/rhai/base-image-cpu-rhel9:3.2" +INPUT_FILE="rpms.in.yaml" +OUTPUT_FILE="rpms.lock.yaml" + +usage() { + echo "Usage: $0 [-i BASE_IMAGE] [-f INPUT_FILE] [-o OUTPUT_FILE]" + echo "" + echo "Options:" + echo " -i BASE_IMAGE Base container image (default: $BASE_IMAGE)" + echo " -f INPUT_FILE Input RPM specification file (default: $INPUT_FILE)" + echo " -o OUTPUT_FILE Output lock file (default: $OUTPUT_FILE)" + echo " -h Show this help message" + exit 1 +} + + +while getopts "i:f:o:h" opt; do + case $opt in + i) BASE_IMAGE="$OPTARG" ;; + f) INPUT_FILE="$OPTARG" ;; + o) OUTPUT_FILE="$OPTARG" ;; + h) usage ;; + *) usage ;; + esac +done + +echo "Using BASE_IMAGE: $BASE_IMAGE" +echo "Using INPUT_FILE: $INPUT_FILE" +echo "Using OUTPUT_FILE: $OUTPUT_FILE" + +# check subscription status +if ! sudo subscription-manager status; then + echo "Failed to check subscription status, please register the system to Red Hat by using the following command:" + echo "subscription-manager register --org=ORG ID --activationkey="AK1,AK2,AK3"" + echo "and then run the script again" + exit 1 +fi +echo "Subscription status is OK" + +# find the entitlement certificate and key +DNF_VAR_SSL_CLIENT_KEY=$(find /etc/pki/entitlement -type f -name "*key.pem" | head -1) +export DNF_VAR_SSL_CLIENT_KEY +DNF_VAR_SSL_CLIENT_CERT="${DNF_VAR_SSL_CLIENT_KEY//-key/}" +export DNF_VAR_SSL_CLIENT_CERT + +rpm-lockfile-prototype --image "$BASE_IMAGE" --outfile "$OUTPUT_FILE" "$INPUT_FILE" diff --git a/scripts/konflux_requirements.sh b/scripts/konflux_requirements.sh new file mode 100755 index 000000000..2616ec767 --- /dev/null +++ b/scripts/konflux_requirements.sh @@ -0,0 +1,121 @@ +#!/bin/bash + +# Script to split requirements by index source +# Packages from pypi.org go to requirements.source.txt +# Packages from console.redhat.com go to requirements.wheel.txt + +set -x +set -e + +RAW_REQ_FILE="requirements.no_hashes.txt" +SOURCE_FILE="requirements.source.txt" +WHEEL_FILE="requirements.wheel.txt" +SOURCE_HASH_FILE="requirements.hashes.source.txt" +WHEEL_HASH_FILE="requirements.hashes.wheel.txt" +BUILD_FILE="requirements-build.txt" +RHOAI_INDEX_URL="https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/" + +# extra wheels to be included in the wheel list, +# often come from build-time dependencies, or source are not available on pypi.org +EXTRA_WHEELS="uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25" +# packages to exclude from the wheel list +NO_WHEEL_PACKAGES="markupsafe" +# packages to exclude from pybuild-deps (causes RecursionError due to circular build dep chain) +SKIP_PYBUILD_PACKAGES="banks" + +# Generate requirements list from pyproject.toml from both indexes +uv pip compile pyproject.toml -o "$RAW_REQ_FILE" \ + --python-platform x86_64-unknown-linux-gnu \ + --python-version 3.12 \ + --refresh \ + --index ${RHOAI_INDEX_URL} \ + --default-index https://pypi.org/simple/ \ + --index-strategy unsafe-best-match \ + --emit-index-annotation \ + --no-sources \ + --override requirements.overrides.txt + +# Initialize output files +echo "# Packages from pypi.org" > "$SOURCE_FILE" +echo "# This file was autogenerated by split_requirements.sh" >> "$SOURCE_FILE" +echo "# Packages from https://console.redhat.com/api/pypi/public-rhai/rhoai/" > "$WHEEL_FILE" +echo "# This file was autogenerated by split_requirements.sh" >> "$WHEEL_FILE" +echo "--index-url ${RHOAI_INDEX_URL}" >> "$WHEEL_FILE" + +current_package="" + +while IFS= read -r line || [[ -n "$line" ]]; do + # Check if this is a package line (starts with a letter/digit, not whitespace or #) + if [[ "$line" =~ ^[a-zA-Z0-9] ]]; then + current_package="$line" + package_name="${current_package%%==*}" + # Check if this is a "# from" annotation line + elif [[ "$line" =~ ^[[:space:]]*#[[:space:]]*from[[:space:]]+(.*) ]]; then + index_url="${BASH_REMATCH[1]}" + + if [[ -n "$current_package" ]]; then + if [[ "$index_url" == "https://pypi.org/simple/" ]]; then + echo "$current_package" >> "$SOURCE_FILE" + elif [[ "$NO_WHEEL_PACKAGES" == *"$package_name"* ]]; then + echo "$current_package" >> "$SOURCE_FILE" + elif [[ "$index_url" == "${RHOAI_INDEX_URL}" ]]; then + echo "$current_package" >> "$WHEEL_FILE" + fi + current_package="" + fi + fi +done < "$RAW_REQ_FILE" + +# replace the list of binary packages in konflux pipeline configuration +# only the package names, not the versions, delimited by commas +wheel_packages=$(grep -v "^[#-]" "$WHEEL_FILE" | sed 's/==.*//' | tr '\n' ',' | sed 's/,$//') +# append extra wheels to the list +wheel_packages="$wheel_packages,$EXTRA_WHEELS" +sed -i 's/"packages": "[^"]*"/"packages": "'"$wheel_packages"'"/' .tekton/lightspeed-service-pull-request.yaml +sed -i 's/"packages": "[^"]*"/"packages": "'"$wheel_packages"'"/' .tekton/lightspeed-service-push.yaml + +echo "Packages from pypi.org written to: $SOURCE_FILE ($(wc -l < "$SOURCE_FILE") packages)" +echo "Packages from console.redhat.com written to: $WHEEL_FILE ($(wc -l < "$WHEEL_FILE") packages)" + + +uv pip compile "$WHEEL_FILE" --refresh --generate-hashes --index-url "${RHOAI_INDEX_URL}" --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal > "$WHEEL_HASH_FILE" +uv pip compile "$SOURCE_FILE" --refresh --generate-hashes --python-version 3.12 --emit-index-url --no-deps --no-annotate > "$SOURCE_HASH_FILE" + +# remove extra wheels from the build dependencies +for pkg in ${EXTRA_WHEELS//,/ }; do + pkg=$(echo "$pkg" | tr -d '[:space:]') + [[ -n "$pkg" ]] && sed -i "/^${pkg}[=<>!~]/d" "$SOURCE_FILE" +done + +# Exclude packages that cause RecursionError in pybuild-deps (circular build dep chain) +SOURCE_FILE_FOR_BUILD=$(mktemp) +{ + grep -v "^[#-]" "$SOURCE_FILE" | while IFS= read -r line; do + [[ -z "$line" ]] && continue + pkg_name="${line%%[=<>!~]*}" + skip=0 + for skip_pkg in ${SKIP_PYBUILD_PACKAGES//,/ }; do + skip_pkg=$(echo "$skip_pkg" | tr -d '[:space:]') + [[ -n "$skip_pkg" ]] && [[ "$pkg_name" == "$skip_pkg" ]] && skip=1 && break + done + [[ $skip -eq 0 ]] && echo "$line" + done + # Add hatchling when banks is skipped (banks uses hatchling as build backend) + if [[ "$SKIP_PYBUILD_PACKAGES" == *"banks"* ]] && grep -q "^banks" "$SOURCE_FILE"; then + echo "hatchling==1.29.0" + fi +} >> "$SOURCE_FILE_FOR_BUILD" +uv run pybuild-deps compile --output-file="$BUILD_FILE" "$SOURCE_FILE_FOR_BUILD" +rm -f "$SOURCE_FILE_FOR_BUILD" + +# pin maturin to the version available in the Red Hat registry +sed -i 's/maturin==[0-9.]*/maturin==1.10.2/' "$BUILD_FILE" + +# remove intermediate files +rm "$RAW_REQ_FILE" "$WHEEL_FILE" "$SOURCE_FILE" + +echo "Done!" +echo "Packages from pypi.org written to: $SOURCE_HASH_FILE ($(wc -l < "$SOURCE_HASH_FILE") packages)" +echo "Packages from console.redhat.com written to: $WHEEL_HASH_FILE ($(wc -l < "$WHEEL_HASH_FILE") packages)" +echo "Build dependencies written to: $BUILD_FILE ($(wc -l < "$BUILD_FILE") packages)" +echo "Remember to commit $SOURCE_HASH_FILE, $WHEEL_HASH_FILE, $BUILD_FILE, pipeline configurations and push the changes" \ No newline at end of file diff --git a/ubi.repo b/ubi.repo deleted file mode 100644 index 27aebe353..000000000 --- a/ubi.repo +++ /dev/null @@ -1,62 +0,0 @@ -[ubi-9-for-$basearch-baseos-rpms] -name = Red Hat Universal Base Image 9 (RPMs) - BaseOS -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/baseos/os -enabled = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[ubi-9-for-$basearch-baseos-debug-rpms] -name = Red Hat Universal Base Image 9 (Debug RPMs) - BaseOS -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/baseos/debug -enabled = 0 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[ubi-9-for-$basearch-baseos-source-rpms] -name = Red Hat Universal Base Image 9 (Source RPMs) - BaseOS -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/baseos/source/SRPMS -enabled = 0 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[ubi-9-for-$basearch-appstream-rpms] -name = Red Hat Universal Base Image 9 (RPMs) - AppStream -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/appstream/os -enabled = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[ubi-9-for-$basearch-appstream-debug-rpms] -name = Red Hat Universal Base Image 9 (Debug RPMs) - AppStream -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/appstream/debug -enabled = 0 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[ubi-9-for-$basearch-appstream-source-rpms] -name = Red Hat Universal Base Image 9 (Source RPMs) - AppStream -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/appstream/source/SRPMS -enabled = 0 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[codeready-builder-for-ubi-9-$basearch-rpms] -name = Red Hat Universal Base Image 9 (RPMs) - CodeReady Builder -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/codeready-builder/os -enabled = 1 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[codeready-builder-for-ubi-9-$basearch-debug-rpms] -name = Red Hat Universal Base Image 9 (Debug RPMs) - CodeReady Builder -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/codeready-builder/debug -enabled = 0 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 - -[codeready-builder-for-ubi-9-$basearch-source-rpms] -name = Red Hat Universal Base Image 9 (Source RPMs) - CodeReady Builder -baseurl = https://cdn-ubi.redhat.com/content/public/ubi/dist/ubi9/9/$basearch/codeready-builder/source/SRPMS -enabled = 0 -gpgkey = file:///etc/pki/rpm-gpg/RPM-GPG-KEY-redhat-release -gpgcheck = 1 diff --git a/uv.lock b/uv.lock index e17483d5f..e869b3836 100644 --- a/uv.lock +++ b/uv.lock @@ -1,6 +1,6 @@ version = 1 -revision = 2 -requires-python = ">=3.11.1, <=3.12.10" +revision = 3 +requires-python = ">=3.11.1, <3.13" resolution-markers = [ "python_full_version >= '3.12'", "python_full_version < '3.12'", @@ -231,8 +231,7 @@ name = "banks" version = "2.4.1" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "deprecated", version = "1.2.18", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" }, - { name = "deprecated", version = "1.3.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, + { name = "deprecated" }, { name = "filetype" }, { name = "griffe" }, { name = "jinja2" }, @@ -408,15 +407,6 @@ wheels = [ { url = 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"charset-normalizer" version = "3.4.5" @@ -722,8 +712,7 @@ dependencies = [ { name = "grpcio" }, { name = "jinja2" }, { name = "nest-asyncio" }, - { name = "openai", version = "1.109.1", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version >= '3.12'" }, - { name = "openai", version = "2.26.0", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" }, + { name = "openai" }, { name = "opentelemetry-api" }, { name = "opentelemetry-sdk" }, { name = "portalocker" }, @@ -765,32 +754,14 @@ wheels = [ name = "deprecated" version = "1.2.18" source = { registry = "https://pypi.org/simple" } -resolution-markers = [ - "python_full_version < '3.12'", -] dependencies = [ - { name = "wrapt", version = "1.17.3", source = { registry = "https://pypi.org/simple" }, marker = "python_full_version < '3.12'" }, + { name = "wrapt" }, ] sdist = { url = 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08e9b7108..7d8850eb3 100644 --- a/Containerfile +++ b/Containerfile @@ -1,7 +1,7 @@ # vim: set filetype=dockerfile ARG LIGHTSPEED_RAG_CONTENT_IMAGE=quay.io/redhat-user-workloads/crt-nshift-lightspeed-tenant/own-app-lightspeed-rag-content@sha256:51c25627274f0c8a1651dbc986a713bf4fc388b1b1037e3df759a28049d81382 -ARG BUILDER_BASE_IMAGE=registry.access.redhat.com/ubi9/python-312 -ARG RUNTIME_BASE_IMAGE=registry.access.redhat.com/ubi9/python-312-minimal +ARG BUILDER_BASE_IMAGE=registry.redhat.io/rhel9/python-312@sha256:46f883684d02cef2a7abb0c4124f18308ad920018d76c5c56f130dae02bfed05 +ARG RUNTIME_BASE_IMAGE=registry.redhat.io/rhel9/python-312-minimal@sha256:804b928fd278fa03c2edf0352378eca73c8efcf665c6e0180e074340b9f22a50 FROM --platform=linux/amd64 ${LIGHTSPEED_RAG_CONTENT_IMAGE} AS lightspeed-rag-content FROM --platform=$BUILDPLATFORM ${BUILDER_BASE_IMAGE} AS builder diff --git a/README.md b/README.md index 89c903450..98926e9a2 100644 --- a/README.md +++ b/README.md @@ -18,98 +18,98 @@ configure model, and connect to it. -* [About The Project](#about-the-project) -* [Prerequisites](#prerequisites) -* [Installation](#installation) - * [1. Clone the repo](#1-clone-the-repo) - * [2. Install python packages](#2-install-python-packages) - * [3. Get API keys](#3-get-api-keys) - * [OpenAI](#openai) - * [Azure OpenAI](#azure-openai) - * [WatsonX](#watsonx) - * [OpenShift AI](#openshift-ai) - * [RHEL AI](#rhel-ai) - * [Locally running InstructLab](#locally-running-instructlab) - * [4. Store local copies of API keys securely](#4-store-local-copies-of-api-keys-securely) -* [Configuration](#configuration) - * [1. Configure OpenShift LightSpeed (OLS)](#1-configure-openshift-lightspeed-ols) - * [2. Configure LLM providers](#2-configure-llm-providers) - * [OpenAI provider](#openai-provider) - * [Azure OpenAI](#azure-openai-1) - * [WatsonX](#watsonx-1) - * [RHEL AI provider](#rhel-ai-provider) - * [Red Hat OpenShift AI](#red-hat-openshift-ai) - * [Local *ollama* server](#local-ollama-server) - * [3. Configure OLS Authentication](#3-configure-ols-authentication) - * [3.1. K8S-based auth mechanism](#31-k8s-based-auth-mechanism) - * [3.2. no-op auth mechanism](#32-no-op-auth-mechanism) - * [4. Configure OLS TLS communication](#4-configure-ols-tls-communication) - * [5. (Optional) Configure RAG](#5-optional-configure-rag) - * [5.1 OCP documentation](#51-ocp-documentation) - * [5.2 BYOK](#52-byok) - * [5.3 Confirming the OLS is loading the configured vector databases.](#53-confirming-the-ols-is-loading-the-configured-vector-databases) - * [6. (Optional) Configure conversation cache](#6-optional-configure-conversation-cache) - * [7. (Optional) Incorporating additional CA(s). You have the option to include an extra TLS certificate into the OLS trust store as follows.](#7-optional-incorporating-additional-cas-you-have-the-option-to-include-an-extra-tls-certificate-into-the-ols-trust-store-as-follows) - * [8. (Optional) Configure the number of workers](#8-optional-configure-the-number-of-workers) - * [9. Registering a new LLM provider](#9-registering-a-new-llm-provider) - * [10. TLS security profiles](#10-tls-security-profiles) - * [11. System prompt](#11-system-prompt) - * [12. Quota limits](#12-quota-limits) - * [Tokens and token quota limits](#tokens-and-token-quota-limits) - * [Quota limiter features](#quota-limiter-features) - * [Configuration format](#configuration-format) - * [13. Configuration dump](#13-configuration-dump) - * [14. Cluster introspection](#14-cluster-introspection) - * [MCP Server Configuration](#mcp-server-configuration) - * [Basic Configuration](#basic-configuration) - * [MCP Server Authentication](#mcp-server-authentication) - * [1. Static Tokens from Files (Recommended for Service Credentials)](#1-static-tokens-from-files-recommended-for-service-credentials) - * [2. Kubernetes Token (User Context)](#2-kubernetes-token-user-context) - * [3. Client-Provided Tokens (Per-Request)](#3-client-provided-tokens-per-request) - * [OpenShift MCP Server Example](#openshift-mcp-server-example) -* [Usage](#usage) - * [Deployments](#deployments) - * [Local Deployment](#local-deployment) - * [Run the server](#run-the-server) - * [Optionally run with podman](#optionally-run-with-podman) - * [Validation if the logged-in user is authorized to access service](#validation-if-the-logged-in-user-is-authorized-to-access-service) - * [Swagger UI](#swagger-ui) - * [OpenAPI](#openapi) - * [Metrics](#metrics) - * [Gradio UI](#gradio-ui) - * [Swagger UI](#swagger-ui-1) - * [CPU profiling](#cpu-profiling) - * [Memory profiling](#memory-profiling) - * [Deploying OLS on OpenShift](#deploying-ols-on-openshift) -* [Project structure](#project-structure) - * [Overall architecture](#overall-architecture) - * [FastAPI server](#fastapi-server) - * [Authorization checker](#authorization-checker) - * [Query handler](#query-handler) - * [Redactor](#redactor) - * [Question validator](#question-validator) - * [Document summarizer](#document-summarizer) - * [Conversation history cache interface](#conversation-history-cache-interface) - * [Conversation history cache implementations](#conversation-history-cache-implementations) - * [In-memory cache](#in-memory-cache) - * [Postgres cache](#postgres-cache) - * [LLM providers registry](#llm-providers-registry) - * [LLM providers interface implementations](#llm-providers-interface-implementations) - * [Sequence diagram](#sequence-diagram) - * [Token truncation algorithm](#token-truncation-algorithm) -* [Development workflow](#development-workflow) -* [Additional tools](#additional-tools) - * [Utility to generate OpenAPI schema](#utility-to-generate-openapi-schema) - * [Path](#path) - * [Usage](#usage-1) -* [Konflux](#konflux) - * [Updating Dependencies for Hermetic Builds](#updating-dependencies-for-hermetic-builds) - * [When to Update Dependency Files](#when-to-update-dependency-files) - * [Updating Python Dependencies](#updating-python-dependencies) - * [Updating RPM Dependencies](#updating-rpm-dependencies) - * [Question and Answer Quality Evaluation](#question-and-answer-quality-evaluation) -* [Contributing](#contributing) -* [License](#license) +- [About The Project](#about-the-project) +- [Prerequisites](#prerequisites) +- [Installation](#installation) + - [1. Clone the repo](#1-clone-the-repo) + - [2. Install python packages](#2-install-python-packages) + - [3. Get API keys](#3-get-api-keys) + - [OpenAI](#openai) + - [Azure OpenAI](#azure-openai) + - [WatsonX](#watsonx) + - [OpenShift AI](#openshift-ai) + - [RHEL AI](#rhel-ai) + - [Locally running InstructLab](#locally-running-instructlab) + - [4. Store local copies of API keys securely](#4-store-local-copies-of-api-keys-securely) +- [Configuration](#configuration) + - [1. Configure OpenShift LightSpeed (OLS)](#1-configure-openshift-lightspeed-ols) + - [2. Configure LLM providers](#2-configure-llm-providers) + - [OpenAI provider](#openai-provider) + - [Azure OpenAI](#azure-openai-1) + - [WatsonX](#watsonx-1) + - [RHEL AI provider](#rhel-ai-provider) + - [Red Hat OpenShift AI](#red-hat-openshift-ai) + - [Local *ollama* server](#local-ollama-server) + - [3. Configure OLS Authentication](#3-configure-ols-authentication) + - [3.1. K8S-based auth mechanism](#31-k8s-based-auth-mechanism) + - [3.2. no-op auth mechanism](#32-no-op-auth-mechanism) + - [4. Configure OLS TLS communication](#4-configure-ols-tls-communication) + - [5. (Optional) Configure RAG](#5-optional-configure-rag) + - [5.1 OCP documentation](#51-ocp-documentation) + - [5.2 BYOK](#52-byok) + - [5.3 Confirming the OLS is loading the configured vector databases.](#53-confirming-the-ols-is-loading-the-configured-vector-databases) + - [6. (Optional) Configure conversation cache](#6-optional-configure-conversation-cache) + - [7. (Optional) Incorporating additional CA(s). You have the option to include an extra TLS certificate into the OLS trust store as follows.](#7-optional-incorporating-additional-cas-you-have-the-option-to-include-an-extra-tls-certificate-into-the-ols-trust-store-as-follows) + - [8. (Optional) Configure the number of workers](#8-optional-configure-the-number-of-workers) + - [9. Registering a new LLM provider](#9-registering-a-new-llm-provider) + - [10. TLS security profiles](#10-tls-security-profiles) + - [11. System prompt](#11-system-prompt) + - [12. Quota limits](#12-quota-limits) + - [Tokens and token quota limits](#tokens-and-token-quota-limits) + - [Quota limiter features](#quota-limiter-features) + - [Configuration format](#configuration-format) + - [13. Configuration dump](#13-configuration-dump) + - [14. Cluster introspection](#14-cluster-introspection) + - [MCP Server Configuration](#mcp-server-configuration) + - [Basic Configuration](#basic-configuration) + - [MCP Server Authentication](#mcp-server-authentication) + - [1. Static Tokens from Files (Recommended for Service Credentials)](#1-static-tokens-from-files-recommended-for-service-credentials) + - [2. Kubernetes Token (User Context)](#2-kubernetes-token-user-context) + - [3. Client-Provided Tokens (Per-Request)](#3-client-provided-tokens-per-request) + - [OpenShift MCP Server Example](#openshift-mcp-server-example) +- [Usage](#usage) + - [Deployments](#deployments) + - [Local Deployment](#local-deployment) + - [Run the server](#run-the-server) + - [Optionally run with podman](#optionally-run-with-podman) + - [Validation if the logged-in user is authorized to access service](#validation-if-the-logged-in-user-is-authorized-to-access-service) + - [Swagger UI](#swagger-ui) + - [OpenAPI](#openapi) + - [Metrics](#metrics) + - [Gradio UI](#gradio-ui) + - [Swagger UI](#swagger-ui-1) + - [CPU profiling](#cpu-profiling) + - [Memory profiling](#memory-profiling) + - [Deploying OLS on OpenShift](#deploying-ols-on-openshift) +- [Project structure](#project-structure) + - [Overall architecture](#overall-architecture) + - [FastAPI server](#fastapi-server) + - [Authorization checker](#authorization-checker) + - [Query handler](#query-handler) + - [Redactor](#redactor) + - [Question validator](#question-validator) + - [Document summarizer](#document-summarizer) + - [Conversation history cache interface](#conversation-history-cache-interface) + - [Conversation history cache implementations](#conversation-history-cache-implementations) + - [In-memory cache](#in-memory-cache) + - [Postgres cache](#postgres-cache) + - [LLM providers registry](#llm-providers-registry) + - [LLM providers interface implementations](#llm-providers-interface-implementations) + - [Sequence diagram](#sequence-diagram) + - [Token truncation algorithm](#token-truncation-algorithm) +- [Development workflow](#development-workflow) +- [Additional tools](#additional-tools) + - [Utility to generate OpenAPI schema](#utility-to-generate-openapi-schema) + - [Path](#path) + - [Usage](#usage-1) +- [Konflux](#konflux) + - [Updating Dependencies for Hermetic Builds](#updating-dependencies-for-hermetic-builds) + - [When to Update Dependency Files](#when-to-update-dependency-files) + - [Updating Python Dependencies](#updating-python-dependencies) + - [Updating RPM Dependencies](#updating-rpm-dependencies) +- [Question and Answer Quality Evaluation](#question-and-answer-quality-evaluation) +- [Contributing](#contributing) +- [License](#license) @@ -1177,7 +1177,7 @@ make schema # Konflux The official image of Lightspeed Service is built on [Konflux](https://konflux-ui.apps.stone-prd-rh01.pg1f.p1.openshiftapps.com/ns/crt-nshift-lightspeed-tenant/applications/ols). -We have both x86_64 and ARM64 images. +We have both amd64 and aarch64 images. ## Updating Dependencies for Hermetic Builds @@ -1211,7 +1211,6 @@ The script also updates the Tekton pipeline configurations (`.tekton/lightspeed- **Prerequisites:** - Install [rpm-lockfile-prototype](https://github.com/konflux-ci/rpm-lockfile-prototype?tab=readme-ov-file#installation) - Have an active RHEL Subscription, get activation keys from [RH console](https://console.redhat.com/insights/connector/activation-keys) -- Have `dnf` installed in system **Steps:** @@ -1219,11 +1218,11 @@ The script also updates the Tekton pipeline configurations (`.tekton/lightspeed- 2. **If you changed the base image**, extract its repo file: ```shell -# UBI images -podman run -it $BASE_IMAGE cat /etc/yum.repos.d/ubi.repo > ubi.repo # RHEL images podman run -it $BASE_IMAGE cat /etc/yum.repos.d/redhat.repo > redhat.repo ``` +The base image is configured: 1. directly in the [ContainerFile](Containerfile) for Prow CI builds. 2. in [build.args](build.args) for Konflux builds. + If the repo file contains too many entries, we can filter them and keep only required repositories. Here is the command to check active repositories: ```shell @@ -1242,7 +1241,7 @@ make konflux-rpm-lock This creates `rpms.lock.yaml` with pinned RPM versions. -## Question and Answer Quality Evaluation +# Question and Answer Quality Evaluation There is an extensive suite of evaluation tools and scripts available in this repository if you are interested in exploring different LLMs and their performance. Please look at diff --git a/scripts/generate-rpm-lock.sh b/scripts/generate-rpm-lock.sh index 978ad4438..dac6789ec 100755 --- a/scripts/generate-rpm-lock.sh +++ b/scripts/generate-rpm-lock.sh @@ -1,49 +1,142 @@ #!/bin/bash -# Default values for command-line arguments -BASE_IMAGE="registry.redhat.io/rhai/base-image-cpu-rhel9:3.2" +set -e + +DEFAULT_BASE_IMAGE="registry.redhat.io/rhai/base-image-cpu-rhel9:3.3" +BUILD_ARGS_FILE="build.args" INPUT_FILE="rpms.in.yaml" OUTPUT_FILE="rpms.lock.yaml" +CONTAINER_IMAGE="registry.access.redhat.com/ubi9/ubi" +REDHAT_REPO_FILE="redhat.repo" + +if command -v podman &>/dev/null; then + CONTAINER_RUNTIME="podman" +elif command -v docker &>/dev/null; then + CONTAINER_RUNTIME="docker" +else + echo "Error: Neither podman nor docker found. Please install one of them." + exit 1 +fi + +if [[ -f "$BUILD_ARGS_FILE" ]]; then + EXTRACTED_BASE_IMAGE=$(grep "^BUILDER_BASE_IMAGE=" "$BUILD_ARGS_FILE" | cut -d'=' -f2) + if [[ -n "$EXTRACTED_BASE_IMAGE" ]]; then + BASE_IMAGE="$EXTRACTED_BASE_IMAGE" + echo "Using base image from $BUILD_ARGS_FILE: $BASE_IMAGE" + else + BASE_IMAGE="$DEFAULT_BASE_IMAGE" + echo "BUILDER_BASE_IMAGE not found in $BUILD_ARGS_FILE, using default: $BASE_IMAGE" + fi +else + BASE_IMAGE="$DEFAULT_BASE_IMAGE" + echo "$BUILD_ARGS_FILE not found, using default base image: $BASE_IMAGE" +fi usage() { - echo "Usage: $0 [-i BASE_IMAGE] [-f INPUT_FILE] [-o OUTPUT_FILE]" + echo "Usage: $0 -a ACTIVATION_KEY -g ORG_ID [-i BASE_IMAGE] [-f INPUT_FILE] [-O OUTPUT_FILE]" + echo "" + echo "Required:" + echo " -a ACTIVATION_KEY Red Hat activation key for subscription-manager" + echo " -g ORG_ID Red Hat organization ID for subscription-manager" echo "" echo "Options:" - echo " -i BASE_IMAGE Base container image (default: $BASE_IMAGE)" - echo " -f INPUT_FILE Input RPM specification file (default: $INPUT_FILE)" - echo " -o OUTPUT_FILE Output lock file (default: $OUTPUT_FILE)" - echo " -h Show this help message" + echo " -i BASE_IMAGE Base container image for rpm-lockfile-prototype (default: $BASE_IMAGE)" + echo " -f INPUT_FILE Input RPM specification file (default: $INPUT_FILE)" + echo " -O OUTPUT_FILE Output lock file (default: $OUTPUT_FILE)" + echo " -h Show this help message" + echo "" + echo "Environment variables:" + echo " REGISTRY_USERNAME Username for registry authentication (skopeo login)" + echo " REGISTRY_PASSWORD Password for registry authentication (skopeo login)" exit 1 } +ACTIVATION_KEY="" +ORG_ID="" -while getopts "i:f:o:h" opt; do +while getopts "a:g:i:f:O:h" opt; do case $opt in + a) ACTIVATION_KEY="$OPTARG" ;; + g) ORG_ID="$OPTARG" ;; i) BASE_IMAGE="$OPTARG" ;; f) INPUT_FILE="$OPTARG" ;; - o) OUTPUT_FILE="$OPTARG" ;; + O) OUTPUT_FILE="$OPTARG" ;; h) usage ;; *) usage ;; esac done +if [[ -z "$ACTIVATION_KEY" || -z "$ORG_ID" ]]; then + echo "Error: Both activation key (-a) and organization ID (-g) are required." + usage +fi + +if [[ ! -f "$INPUT_FILE" ]]; then + echo "Error: Input file '$INPUT_FILE' not found." + exit 1 +fi + +if [[ ! -f "$REDHAT_REPO_FILE" ]]; then + echo "Error: Red Hat repo file '$REDHAT_REPO_FILE' not found." + exit 1 +fi + echo "Using BASE_IMAGE: $BASE_IMAGE" echo "Using INPUT_FILE: $INPUT_FILE" echo "Using OUTPUT_FILE: $OUTPUT_FILE" +echo "Using CONTAINER_IMAGE: $CONTAINER_IMAGE" +echo "Using CONTAINER_RUNTIME: $CONTAINER_RUNTIME" -# check subscription status -if ! sudo subscription-manager status; then - echo "Failed to check subscription status, please register the system to Red Hat by using the following command:" - echo "subscription-manager register --org=ORG ID --activationkey="AK1,AK2,AK3"" - echo "and then run the script again" - exit 1 +CONTAINER_NAME="rpm-lockfile-generator-$$" +WORKDIR="/workdir" + +cleanup() { + echo "Cleaning up container..." + $CONTAINER_RUNTIME rm -f "$CONTAINER_NAME" 2>/dev/null || true +} +trap cleanup EXIT + +echo "Starting container..." +$CONTAINER_RUNTIME run -d --name "$CONTAINER_NAME" "$CONTAINER_IMAGE" sleep infinity + +echo "Registering system with subscription-manager..." +$CONTAINER_RUNTIME exec "$CONTAINER_NAME" subscription-manager register \ + --activationkey="$ACTIVATION_KEY" \ + --org="$ORG_ID" + +echo "Installing packages..." +$CONTAINER_RUNTIME exec "$CONTAINER_NAME" dnf install -y skopeo git make python3-pip + +if [[ -n "$REGISTRY_USERNAME" && -n "$REGISTRY_PASSWORD" ]]; then + echo "Logging into registry with skopeo..." + REGISTRY_HOST=$(echo "$BASE_IMAGE" | cut -d'/' -f1) + $CONTAINER_RUNTIME exec "$CONTAINER_NAME" skopeo login "$REGISTRY_HOST" \ + --username "$REGISTRY_USERNAME" \ + --password "$REGISTRY_PASSWORD" fi -echo "Subscription status is OK" -# find the entitlement certificate and key -DNF_VAR_SSL_CLIENT_KEY=$(find /etc/pki/entitlement -type f -name "*key.pem" | head -1) -export DNF_VAR_SSL_CLIENT_KEY -DNF_VAR_SSL_CLIENT_CERT="${DNF_VAR_SSL_CLIENT_KEY//-key/}" -export DNF_VAR_SSL_CLIENT_CERT +echo "Installing rpm-lockfile-prototype..." +$CONTAINER_RUNTIME exec "$CONTAINER_NAME" python3 -m pip install --user \ + https://github.com/konflux-ci/rpm-lockfile-prototype/archive/refs/tags/v0.21.0.tar.gz + +echo "Creating workdir and copying files..." +$CONTAINER_RUNTIME exec "$CONTAINER_NAME" mkdir -p "$WORKDIR" +$CONTAINER_RUNTIME cp "$INPUT_FILE" "$CONTAINER_NAME:$WORKDIR/$(basename "$INPUT_FILE")" +$CONTAINER_RUNTIME cp "$REDHAT_REPO_FILE" "$CONTAINER_NAME:$WORKDIR/$(basename "$REDHAT_REPO_FILE")" + +echo "Running rpm-lockfile-prototype..." +$CONTAINER_RUNTIME exec -w "$WORKDIR" "$CONTAINER_NAME" bash -c ' + DNF_VAR_SSL_CLIENT_KEY=$(find /etc/pki/entitlement -type f -name "*key.pem" | head -1) + export DNF_VAR_SSL_CLIENT_KEY + DNF_VAR_SSL_CLIENT_CERT="${DNF_VAR_SSL_CLIENT_KEY//-key/}" + export DNF_VAR_SSL_CLIENT_CERT + /root/.local/bin/rpm-lockfile-prototype \ + --image "'"$BASE_IMAGE"'" \ + --outfile "'"$OUTPUT_FILE"'" \ + "'"$(basename "$INPUT_FILE")"'" +' + +echo "Copying output file from container..." +$CONTAINER_RUNTIME cp "$CONTAINER_NAME:$WORKDIR/$OUTPUT_FILE" "$OUTPUT_FILE" -rpm-lockfile-prototype --image "$BASE_IMAGE" --outfile "$OUTPUT_FILE" "$INPUT_FILE" +echo "Successfully generated $OUTPUT_FILE" From 3e04f3d4bfd8875da2736553247b8d8c7b94b9ae Mon Sep 17 00:00:00 2001 From: Sergey Yedrikov Date: Tue, 31 Mar 2026 22:36:53 -0400 Subject: [PATCH 3/3] Generated requirements.overrides.txt --- .tekton/lightspeed-service-pull-request.yaml | 2 +- .tekton/lightspeed-service-push.yaml | 2 +- pyproject.toml | 21 +- requirements-build.txt | 77 +- requirements.hashes.source.txt | 614 +---- requirements.hashes.wheel.txt | 299 ++- requirements.overrides.txt | 80 +- scripts/generate_requirements_overrides.py | 476 ++++ scripts/konflux_requirements.sh | 6 +- uv.lock | 2537 ++++++------------ 10 files changed, 1545 insertions(+), 2569 deletions(-) create mode 100644 scripts/generate_requirements_overrides.py diff --git a/.tekton/lightspeed-service-pull-request.yaml b/.tekton/lightspeed-service-pull-request.yaml index 9a516ec6a..89cab8d8a 100644 --- a/.tekton/lightspeed-service-pull-request.yaml +++ b/.tekton/lightspeed-service-pull-request.yaml @@ -50,7 +50,7 @@ spec: ], "requirements_build_files": ["requirements-build.txt"], "binary": { - "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,attrs,certifi,cffi,click,colorama,cryptography,dataclasses-json,deprecated,distlib,distro,durationpy,faiss-cpu,filetype,frozenlist,fsspec,grpcio,h11,h2,hf-xet,hpack,httpcore,httpx,httpx-sse,hyperframe,idna,jinja2,jiter,jmespath,joblib,jsonpatch,jsonschema,jsonschema-specifications,langchain-community,marshmallow,mcp,mpmath,multidict,mypy-extensions,nest-asyncio,networkx,numpy,oauthlib,orjson,packaging,pandas,pillow,portalocker,prometheus-client,propcache,psycopg2-binary,pyasn1-modules,pycparser,pydantic,pydantic-core,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,requests-toolbelt,rpds-py,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,sympy,threadpoolctl,tiktoken,tokenizers,torch,tqdm,transformers,triton,typing-extensions,typing-inspect,typing-inspection,tzdata,urllib3,uuid-utils,websocket-client,xxhash,yarl,zipp,zstandard,uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25", + "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,attrs,cachetools,certifi,cffi,charset-normalizer,click,colorama,cryptography,dataclasses-json,deprecated,distlib,distro,durationpy,faiss-cpu,fastapi,filelock,filetype,frozenlist,fsspec,google-auth,greenlet,grpcio,h11,h2,hf-xet,hpack,httpcore,httpx,httpx-sse,huggingface-hub,hyperframe,idna,jinja2,jiter,jmespath,joblib,jsonpatch,jsonpointer,jsonschema,jsonschema-specifications,langchain,langchain-classic,langchain-community,langchain-core,langchain-openai,langchain-text-splitters,langgraph,langgraph-checkpoint,langgraph-prebuilt,langgraph-sdk,langsmith,markdown-it-py,marshmallow,mcp,mdurl,mpmath,multidict,mypy-extensions,nest-asyncio,networkx,nltk,numpy,oauthlib,openai,orjson,ormsgpack,packaging,pandas,pillow,platformdirs,portalocker,prometheus-client,propcache,protobuf,psycopg2-binary,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pydantic-settings,pygments,pyjwt,python-dateutil,python-dotenv,python-multipart,pytz,pyyaml,qdrant-client,referencing,regex,requests,requests-oauthlib,requests-toolbelt,rich,rpds-py,rsa,safetensors,scikit-learn,scipy,sentence-transformers,setuptools,shellingham,six,sniffio,sqlalchemy,sse-starlette,starlette,sympy,tabulate,tenacity,threadpoolctl,tiktoken,tokenizers,torch,tqdm,transformers,triton,typing-extensions,typing-inspect,typing-inspection,tzdata,urllib3,uuid-utils,uvicorn,virtualenv,websocket-client,wrapt,xxhash,yarl,zipp,zstandard,uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25", "os": "linux", "arch": "x86_64,aarch64", "py_version": 312 diff --git a/.tekton/lightspeed-service-push.yaml b/.tekton/lightspeed-service-push.yaml index f3c1000f6..ea3285b80 100644 --- a/.tekton/lightspeed-service-push.yaml +++ b/.tekton/lightspeed-service-push.yaml @@ -49,7 +49,7 @@ spec: ], "requirements_build_files": ["requirements-build.txt"], "binary": { - "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,attrs,certifi,cffi,click,colorama,cryptography,dataclasses-json,deprecated,distlib,distro,durationpy,faiss-cpu,filetype,frozenlist,fsspec,grpcio,h11,h2,hf-xet,hpack,httpcore,httpx,httpx-sse,hyperframe,idna,jinja2,jiter,jmespath,joblib,jsonpatch,jsonschema,jsonschema-specifications,langchain-community,marshmallow,mcp,mpmath,multidict,mypy-extensions,nest-asyncio,networkx,numpy,oauthlib,orjson,packaging,pandas,pillow,portalocker,prometheus-client,propcache,psycopg2-binary,pyasn1-modules,pycparser,pydantic,pydantic-core,python-dateutil,python-multipart,pyyaml,referencing,requests,requests-oauthlib,requests-toolbelt,rpds-py,safetensors,scikit-learn,scipy,setuptools,six,sniffio,sqlalchemy,sympy,threadpoolctl,tiktoken,tokenizers,torch,tqdm,transformers,triton,typing-extensions,typing-inspect,typing-inspection,tzdata,urllib3,uuid-utils,websocket-client,xxhash,yarl,zipp,zstandard,uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25", + "packages": "aiohappyeyeballs,aiohttp,aiosignal,aiosqlite,annotated-doc,annotated-types,anyio,attrs,cachetools,certifi,cffi,charset-normalizer,click,colorama,cryptography,dataclasses-json,deprecated,distlib,distro,durationpy,faiss-cpu,fastapi,filelock,filetype,frozenlist,fsspec,google-auth,greenlet,grpcio,h11,h2,hf-xet,hpack,httpcore,httpx,httpx-sse,huggingface-hub,hyperframe,idna,jinja2,jiter,jmespath,joblib,jsonpatch,jsonpointer,jsonschema,jsonschema-specifications,langchain,langchain-classic,langchain-community,langchain-core,langchain-openai,langchain-text-splitters,langgraph,langgraph-checkpoint,langgraph-prebuilt,langgraph-sdk,langsmith,markdown-it-py,marshmallow,mcp,mdurl,mpmath,multidict,mypy-extensions,nest-asyncio,networkx,nltk,numpy,oauthlib,openai,orjson,ormsgpack,packaging,pandas,pillow,platformdirs,portalocker,prometheus-client,propcache,protobuf,psycopg2-binary,pyasn1,pyasn1-modules,pycparser,pydantic,pydantic-core,pydantic-settings,pygments,pyjwt,python-dateutil,python-dotenv,python-multipart,pytz,pyyaml,qdrant-client,referencing,regex,requests,requests-oauthlib,requests-toolbelt,rich,rpds-py,rsa,safetensors,scikit-learn,scipy,sentence-transformers,setuptools,shellingham,six,sniffio,sqlalchemy,sse-starlette,starlette,sympy,tabulate,tenacity,threadpoolctl,tiktoken,tokenizers,torch,tqdm,transformers,triton,typing-extensions,typing-inspect,typing-inspection,tzdata,urllib3,uuid-utils,uvicorn,virtualenv,websocket-client,wrapt,xxhash,yarl,zipp,zstandard,uv,uv-build,pip,maturin,griffe,griffecli,griffelib,rank_bm25", "os": "linux", "arch": "x86_64,aarch64", "py_version": 312 diff --git a/pyproject.toml b/pyproject.toml index e64d369e6..0384ab6d5 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -1,3 +1,10 @@ +[tool.uv] +environments = [ + "sys_platform == 'linux' and platform_machine == 'x86_64'", + "sys_platform == 'linux' and platform_machine == 'aarch64'", +] +constraint-dependencies = ["typer-slim[standard]<0.22"] + [tool.ruff] # description of all rules are available on https://docs.astral.sh/ruff/rules/ @@ -16,6 +23,7 @@ line-length = 100 [tool.ruff.lint.per-file-ignores] "tests/*" = ["S101"] "scripts/*" = ["S101"] +"scripts/generate_requirements_overrides.py" = ["C901", "D", "PERF401", "S310", "S603"] [tool.hatch.version] path = "ols/version.py" @@ -72,10 +80,10 @@ dev = [ "pybuild-deps>=0.5.0", ] -# The following section is needed only for torch[cpu] variant on Linux, -# because this variant need to be downloaded from external link, not from -# standard Python package index: -# +# Konflux/RHOAI does not use [tool.uv.sources] for torch. Steering (including torch) +# to RHOAI wheels is done only via requirements.overrides.txt and +# scripts/konflux_requirements.sh (uv pip compile --override …, dual indexes). +# Optional local CPU-only PyTorch from PyTorch’s index (not used in Konflux): # [tool.uv.sources] # torch = { url = "https://download.pytorch.org/whl/cpu/torch_stable.html" } @@ -119,7 +127,8 @@ dependencies = [ "urllib3>=2.6.3", "zipp>=3.20.1", "jinja2>=3.1.6", - "starlette>=0.49.1", + # Range chosen so `uv pip compile` + RHOAI override stays solvable (not latest PyPI only). + "starlette>=0.49.1,<0.51", "virtualenv>=20.28.0", "requests>=2.32.2", "transformers>=4.50.3", @@ -129,7 +138,7 @@ dependencies = [ "rank-bm25>=0.2.2", # For ToolsRAG sparse retrieval "python-frontmatter>=1.1.0", # For parsing skill YAML frontmatter ] -requires-python = ">=3.11.1,<3.13" +requires-python = ">=3.12,<3.13" readme = "README.md" license = {file = "LICENSE"} diff --git a/requirements-build.txt b/requirements-build.txt index 99e2d42e5..20253ffd1 100644 --- a/requirements-build.txt +++ b/requirements-build.txt @@ -2,9 +2,9 @@ # This file is autogenerated by pip-compile with Python 3.12 # by the following command: # -# pybuild-deps compile --output-file=requirements-build.txt /tmp/tmp.oaqJtgTyd7 +# pybuild-deps compile --output-file=requirements-build.txt (Konflux filtered package list) # -build==1.4.0 +build==1.4.2 # via ibm-watsonx-ai calver==2025.10.20 # via trove-classifiers @@ -16,128 +16,71 @@ flit-core==3.12.0 # pyproject-hooks # tinytag # wheel -hatch-fancy-pypi-readme==25.1.0 - # via - # llama-cloud - # openai -hatch-vcs==0.5.0 - # via - # filelock - # platformdirs - # python-discovery - # virtualenv -hatchling==1.26.3 - # via - # hatch-fancy-pypi-readme - # llama-cloud - # openai hatchling==1.29.0 # via - # filelock - # hatch-fancy-pypi-readme - # hatch-vcs - # langchain - # langchain-classic - # langchain-core - # langchain-openai - # langchain-text-splitters - # langgraph - # langgraph-checkpoint - # langgraph-prebuilt - # langgraph-sdk - # langsmith # llama-index # llama-index-cli # llama-index-core # llama-index-embeddings-huggingface # llama-index-embeddings-openai - # llama-index-indices-managed-llama-cloud # llama-index-instrumentation # llama-index-llms-openai - # llama-index-readers-llama-parse # llama-index-vector-stores-faiss - # platformdirs - # pydantic-settings - # python-discovery - # starlette - # uvicorn - # virtualenv maturin==1.10.2 - # via - # ormsgpack - # uv-build + # via uv-build packaging==26.0 # via # build # hatchling # setuptools-scm + # vcs-versioning # wheel pathspec==1.0.4 # via hatchling pdm-backend==2.4.7 # via - # fastapi # langchain-ibm # langchain-mcp-adapters + # typer-slim pluggy==1.6.0 # via hatchling -poetry-core==2.3.1 - # via - # llama-parse - # qdrant-client pyproject-hooks==1.2.0 # via build pytest-runner==6.0.1 # via lomond semantic-version==2.10.0 # via setuptools-rust -setuptools-rust==1.12.0 +setuptools-rust==1.12.1 # via maturin -setuptools-scm==9.2.2 +setuptools-scm==10.0.5 # via - # hatch-vcs # pluggy # pytest-runner # setuptools-rust - # tabulate - # tenacity trove-classifiers==2026.1.14.14 # via hatchling uv-build==0.9.30 # via llama-index-workflows +vcs-versioning==1.1.1 + # via setuptools-scm wheel==0.46.3 # via # azure-core # azure-identity - # cachetools - # sentence-transformers - # wrapt # The following packages are considered to be unsafe in a requirements file: -setuptools==82.0.0 - # via charset-normalizer setuptools==82.0.1 # via # azure-core # azure-identity - # cachetools # calver - # greenlet # ibm-watsonx-ai # markupsafe # maturin # pathspec # pluggy - # pyasn1 - # pyjwt # pytest-runner - # python-dotenv - # regex - # sentence-transformers # setuptools-rust # setuptools-scm - # sse-starlette - # tabulate - # tenacity # trove-classifiers - # wrapt + # vcs-versioning diff --git a/requirements.hashes.source.txt b/requirements.hashes.source.txt index b78d1da2c..df025b385 100644 --- a/requirements.hashes.source.txt +++ b/requirements.hashes.source.txt @@ -11,307 +11,63 @@ azure-identity==1.25.3 \ banks==2.4.1 \ --hash=sha256:40e6d9b6e9b69fb403fa31f2853b3297e4919c1b6f2179b2119d2d4473c6ed13 \ --hash=sha256:8cbf1553f14c44d4f7e9c2064ad9212ce53ee4da000b2f8308d548b60db56655 -cachetools==7.0.5 \ - --hash=sha256:0cd042c24377200c1dcd225f8b7b12b0ca53cc2c961b43757e774ebe190fd990 \ - --hash=sha256:46bc8ebefbe485407621d0a4264b23c080cedd913921bad7ac3ed2f26c183114 -charset-normalizer==3.4.6 \ - --hash=sha256:06a7e86163334edfc5d20fe104db92fcd666e5a5df0977cb5680a506fe26cc8e \ - --hash=sha256:0c173ce3a681f309f31b87125fecec7a5d1347261ea11ebbb856fa6006b23c8c \ - --hash=sha256:0e28d62a8fc7a1fa411c43bd65e346f3bce9716dc51b897fbe930c5987b402d5 \ - --hash=sha256:0e901eb1049fdb80f5bd11ed5ea1e498ec423102f7a9b9e4645d5b8204ff2815 \ - --hash=sha256:11afb56037cbc4b1555a34dd69151e8e069bee82e613a73bef6e714ce733585f \ - --hash=sha256:150b8ce8e830eb7ccb029ec9ca36022f756986aaaa7956aad6d9ec90089338c0 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--hash=sha256:f2791948f7c70bb9335a9102df45e93d428f4b8128020d85920223925d73b9e1 \ - --hash=sha256:f467cb602f03fbd1ab1908f68b53c649ce393fde056628dc8c7e634dab6bfc07 \ - --hash=sha256:f8ed9a5d4612df9d4de15878f0bc6aa7a268afbe5af21a3fdd97fa19516e978c \ - --hash=sha256:fa539be029844c0ce1114762d2952ab6cfdd7c7c9bd72e0db26b94c3c36dcc5a \ - --hash=sha256:fb1c4ff62277d87a7335f2c1ea4e0387b8f2b3ad88a64efd9943906aafad4f33 \ - --hash=sha256:fb4db2f17e6484904f986c5a657cec85574c76b5c5e61c7aae9ffa1bc6224f95 \ - --hash=sha256:fb66e5245db9652abd7196ace599b04d9c0e4aa7c8f0e2803938377835780081 \ - --hash=sha256:fc48c500838be6882b32748f60a15229d2dea96e59ef341eaa96ec83538f498d \ - --hash=sha256:fcf26c3c6d0da98fada8ae4ef0aa1c3405a431c0a77eb17306d38a89b02adcd7 \ - --hash=sha256:fd0ce43e71d825b7c0661f9c54d4d74bd97c56c3fd102a8985bcfea48236bacb \ - --hash=sha256:fd63453f10d29097cc3dc62d070746523973fb5aa1c66d25f8558bebd47fed61 -sentence-transformers==5.3.0 \ - --hash=sha256:414a0a881f53a4df0e6cbace75f823bfcb6b94d674c42a384b498959b7c065e2 \ - --hash=sha256:dca6b98db790274a68185d27a65801b58b4caf653a4e556b5f62827509347c7d -sse-starlette==3.3.3 \ - --hash=sha256:72a95d7575fd5129bd0ae15275ac6432bb35ac542fdebb82889c24bb9f3f4049 \ - --hash=sha256:c5abb5082a1cc1c6294d89c5290c46b5f67808cfdb612b7ec27e8ba061c22e8d -starlette==1.0.0 \ - --hash=sha256:6a4beaf1f81bb472fd19ea9b918b50dc3a77a6f2e190a12954b25e6ed5eea149 \ - --hash=sha256:d3ec55e0bb321692d275455ddfd3df75fff145d009685eb40dc91fc66b03d38b -tabulate==0.10.0 \ - --hash=sha256:e2cfde8f79420f6deeffdeda9aaec3b6bc5abce947655d17ac662b126e48a60d \ - --hash=sha256:f0b0622e567335c8fabaaa659f1b33bcb6ddfe2e496071b743aa113f8774f2d3 -tenacity==9.1.4 \ - --hash=sha256:6095a360c919085f28c6527de529e76a06ad89b23659fa881ae0649b867a9d55 \ - --hash=sha256:adb31d4c263f2bd041081ab33b498309a57c77f9acf2db65aadf0898179cf93a tinytag==2.2.1 \ --hash=sha256:e6d06610ebe7cd66fd07be2d3b9495914ab32654a5e47657bb8cd44c2484523c \ --hash=sha256:ed8b1e6d25367937e3321e054f4974f9abfde1a3e0a538824c87da377130c2b6 -uvicorn==0.42.0 \ - --hash=sha256:96c30f5c7abe6f74ae8900a70e92b85ad6613b745d4879eb9b16ccad15645359 \ - --hash=sha256:9b1f190ce15a2dd22e7758651d9b6d12df09a13d51ba5bf4fc33c383a48e1775 -virtualenv==21.2.0 \ - --hash=sha256:1720dc3a62ef5b443092e3f499228599045d7fea4c79199770499df8becf9098 \ - --hash=sha256:1bd755b504931164a5a496d217c014d098426cddc79363ad66ac78125f9d908f -wrapt==2.1.2 \ - --hash=sha256:08ffa54146a7559f5b8df4b289b46d963a8e74ed16ba3687f99896101a3990c5 \ - --hash=sha256:0fc04bc8664a8bc4c8e00b37b5355cffca2535209fba1abb09ae2b7c76ddf82b \ - --hash=sha256:1370e516598854e5b4366e09ce81e08bfe94d42b0fd569b88ec46cc56d9164a9 \ - --hash=sha256:162e4e2ba7542da9027821cb6e7c5e068d64f9a10b5f15512ea28e954893a267 \ - --hash=sha256:16997dfb9d67addc2e3f41b62a104341e80cac52f91110dece393923c0ebd5ca \ - --hash=sha256:1c51c738d7d9faa0b3601708e7e2eda9bf779e1b601dce6c77411f2a1b324a63 \ - 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--hash=sha256:a819e39017f95bf7aede768f75915635aa8f671f2993c036991b8d3bfe8dbb6f \ - --hash=sha256:a8914c754d3134a3032601c6984db1c576e6abaf3fc68094bb8ab1379d75ff92 \ - --hash=sha256:a9372fc3639a878c8e7d87e1556fa209091b0a66e912c611e3f833e2c4202be2 \ - --hash=sha256:a93cd767e37faeddbe07d8fc4212d5cba660af59bdb0f6372c93faaa13e6e679 \ - --hash=sha256:a9b9d50c9af998875a1482a038eb05755dfd6fe303a313f6a940bb53a83c3f18 \ - --hash=sha256:a9dd9813825f7ecb018c17fd147a01845eb330254dff86d3b5816f20f4d6aaf8 \ - --hash=sha256:b89f095fe98bc12107f82a9f7d570dc83a0870291aeb6b1d7a7d35575f55d98a \ - --hash=sha256:b8aefb4dbb18d904b96827435a763fa42fc1f08ea096a391710407a60983ced8 \ - --hash=sha256:b8fd6fa2b2c4e7621808f8c62e8317f4aae56e59721ad933bac5239d913cf0e8 \ - --hash=sha256:bbac24d879aa22998e87f6b3f481a5216311e7d53c7db87f189a7a0266dafffb \ - --hash=sha256:c0be8b5a74c5824e9359b53e7e58bef71a729bacc82e16587db1c4ebc91f7c5a \ - --hash=sha256:c20b757c268d30d6215916a5fa8461048d023865d888e437fab451139cad6c8e \ - --hash=sha256:c7e6cd120ef837d5b6f860a6ea3745f8763805c418bb2f12eeb1fa6e25f22d22 \ - --hash=sha256:c87cf3f0c85e27b3ac7d9ad95da166bf8739ca215a8b171e8404a2d739897a45 \ - --hash=sha256:c8e46ae8e4032792eb2f677dbd0d557170a8e5524d22acc55199f43efedd39bf \ - --hash=sha256:cef91c95a50596fcdc31397eb6955476f82ae8a3f5a8eabdc13611b60ee380ba \ - --hash=sha256:d1c5fea4f9fe3762e2b905fdd67df51e4be7a73b7674957af2d2ade71a5c075d \ - --hash=sha256:d307aa6888d5efab2c1cde09843d48c843990be13069003184b67d426d145394 \ - --hash=sha256:d8f7740e1af13dff2684e4d56fe604a7e04d6c94e737a60568d8d4238b9a0c71 \ - --hash=sha256:da1f00a557c66225d53b095a97eace0fc5349e3bfda28fa34ffae238978ee575 \ - --hash=sha256:dad63212b168de8569b1c512f4eac4b57f2c6934b30df32d6ee9534a79f1493f \ - --hash=sha256:de9f1a2bbc5ac7f6012ec24525bdd444765a2ff64b5985ac6e0692144838542e \ - --hash=sha256:e3d3b35eedcf5f7d022291ecd7533321c4775f7b9cd0050a31a68499ba45757c \ - --hash=sha256:e5aeab8fe15c3dff75cfee94260dcd9cded012d4ff06add036c28fae7718593b \ - --hash=sha256:e6ed62c82ddf58d001096ae84ce7f833db97ae2263bff31c9b336ba8cfe3f508 \ - --hash=sha256:eba8155747eb2cae4a0b913d9ebd12a1db4d860fc4c829d7578c7b989bd3f2f0 \ - --hash=sha256:f01277d9a5fc1862f26f7626da9cf443bebc0abd2f303f41c5e995b15887dabd \ - --hash=sha256:f069e113743a21a3defac6677f000068ebb931639f789b5b226598e247a4c89e \ - --hash=sha256:f0d8fc30a43b5fe191cf2b1a0c82bab2571dadd38e7c0062ee87d6df858dd06e \ - --hash=sha256:f29c827a8d9936ac320746747a016c4bc66ef639f5cd0d32df24f5eacbf9c69f \ - --hash=sha256:f3b7d73012ea75aee5844de58c88f44cf62d0d62711e39da5a82824a7c4626a8 \ - --hash=sha256:f8bc1c264d8d1cf5b3560a87bbdd31131573eb25f9f9447bb6252b8d4c44a3a1 \ - --hash=sha256:f8fba1bae256186a83d1875b2b1f4e2d1242e8fac0f58ec0d7e41b26967b965c \ - --hash=sha256:fab036efe5464ec3291411fabb80a7a39e2dd80bae9bcbeeca5087fdfa891e19 \ - --hash=sha256:ff2aad9c4cda28a8f0653fc2d487596458c2a3f475e56ba02909e950a9efa6a9 \ - --hash=sha256:ff95d4264e55839be37bafe1536db2ab2de19da6b65f9244f01f332b5286cfbf +typer-slim==0.21.2 \ + --hash=sha256:4705082bb6c66c090f60e47c8be09a93158c139ce0aa98df7c6c47e723395e5f \ + --hash=sha256:78f20d793036a62aaf9c3798306142b08261d4b2a941c6e463081239f062a2f9 diff --git a/requirements.hashes.wheel.txt b/requirements.hashes.wheel.txt index 65892d3ff..a5309da52 100644 --- a/requirements.hashes.wheel.txt +++ b/requirements.hashes.wheel.txt @@ -2,276 +2,373 @@ # uv pip compile requirements.wheel.txt --refresh --generate-hashes --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ --python-version 3.12 --emit-index-url --no-deps --no-annotate --universal --index-url https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ -aiohappyeyeballs==2.6.1 \ +aiohappyeyeballs==2.6.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:eff0885546faac493fa18997b9e5158ea7a56a36ee3222b744bab31808e3f3f8 -aiohttp==3.13.3 \ +aiohttp==3.13.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:b170fe2ac5f84453b4b5c18017f6dfb101dc052d7647ed7726cc139b057c12b8 \ --hash=sha256:baa9ead7e6a15fb47330101ebe4a4fe997b36ede1fa8a33d438e9dfbd8b2035e \ --hash=sha256:bc56021945f304b3cb066e4e1c1f364747bedaf8fef6e139be63f1b192558330 \ --hash=sha256:c418ae157c77de1c7314313d767efcdf2243dc0122beddeafd2f3bab73ad0ed8 -aiosignal==1.4.0 \ +aiosignal==1.4.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:9d5af4742d4552e8a3f2fbd48237e07cab578e7175af2f952c420d2e98b731f0 -aiosqlite==0.22.1 \ +aiosqlite==0.22.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:2e85580d41e992ed45e1aafce66ac4c23b7bd7cf842dc5209a39b95c11497115 -annotated-doc==0.0.4 \ +annotated-doc==0.0.4 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:cf904ba25da8611ae3274f2af1d6e82275e452113f7774505e723a21957c10d6 -annotated-types==0.7.0 \ +annotated-types==0.7.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:fcdc578cef2d4fd8770abc0ceb0241c68c992698aa7a5f945ce67651dd585cfb -anyio==4.12.1 \ +anyio==4.12.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:e18da418b6421e6735231319ea8ae4262f68b52b8dbcb4699a7a14f89cfb2b15 -attrs==25.4.0 \ +attrs==25.4.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:6d626bc22c041e7c3a84117f6d65a2be8eba3b58a83d3d110c58ee71db234b1e -certifi==2026.1.4 \ +cachetools==6.2.6 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:0e131e3543b22f7e2287bcbd4d19b2975395c76f437f696fe2fc28c7882b51d8 +certifi==2026.1.4 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:b74c6cab6a323eb7dc175b1f60b281cd15f4a8bd51e02965591295b1db9e185a -cffi==2.0.0 \ +cffi==2.0.0 ; (platform_machine == 'aarch64' and platform_python_implementation != 'PyPy' and sys_platform == 'linux') or (platform_machine == 'x86_64' and platform_python_implementation != 'PyPy' and sys_platform == 'linux') \ --hash=sha256:257e90f733c1a33b9f5ade4a4f47db6a3984de5c2d2654848feca129888ff9d5 \ --hash=sha256:34cf2187e399eb7baaa20488d0b78ab20be91060ef9ac531685f37478ca1a12a \ --hash=sha256:e39d7009b1872abbd91bb17057b48fe24057a1026a20ab06b672fbdd4721d789 \ --hash=sha256:ffe747cf5e265169ad5bd64b4359368f74e445cf8ea3cfe99045450554fb4e13 -click==8.3.1 \ +charset-normalizer==3.4.4 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:ccdd9a2c5c46da6335354acd6a04ef80e2eb2804a8ed58f932b7f5ae345c5891 +click==8.3.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:a87f0253ce1fb7747cdde1674d73f34241bb4de9fca7a31bc866fb0a8a5f4307 -colorama==0.4.6 \ +colorama==0.4.6 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:6a666a04575143daff7ee645ed455ecd7b108f1a1e2bb8afd24e0e58dc7a7969 -cryptography==46.0.5 \ +cryptography==46.0.5 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:2b44c9fd892f763465b2d7782bf310d65c04dab741b1241f5be203ccf022368d \ --hash=sha256:661cf199efa488e0c5fb4987d36214e11c1fe2dfb842a1a330b1854ff069f8d3 \ --hash=sha256:88347ad17f60b60e31e5f2b58e37339d88fa90bfa4f0d35528b3bd18d464427b \ --hash=sha256:bb1b90386c7b5d3d8c9d8d53b207cfbe5c3e639457ff9ebe84f2131918b785a9 -dataclasses-json==0.6.7 \ +dataclasses-json==0.6.7 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:1155da9dafe10961a05459d1e2ae87709913edfaf261d8a2512da91d4fb673ae -deprecated==1.3.1 \ +deprecated==1.3.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:6072c81ba7d406bf5a9462afb853890a47f9b76e6eace579a8b40a18c06142b0 -distlib==0.4.0 \ +distlib==0.4.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:862d17dc0efd52972929331832681e7f212adb57e9c849c10750d0953f9aa20e -distro==1.9.0 \ +distro==1.9.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:14a63983246dce4a649b0994f909f6e225197c0adb86f68f4be1252309a5c603 -durationpy==0.10 \ +durationpy==0.10 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:c0a086dd504baa2364a2da2de6d2bd15b2eca7971c66da3c2695006bebfe93dc -faiss-cpu==1.12.0 \ +faiss-cpu==1.12.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:004aa246c589767439e210c275e20f64a5d3e0ee844df7d1ada4612b4c27e348 \ --hash=sha256:06d06d210105c6769ca1c93c5111ce0a1a7ed2f239b2f666ccb2af7c90f42383 \ --hash=sha256:4aadb7cfceacda36ff1738fe64af1c16e77f739105bb26246c683572c28db123 \ --hash=sha256:8a2cc05c9459d0e22d05d1996f2e3a8b25b50cfc0ea9530a5422873048196a83 \ --hash=sha256:b769fa38427cea3ee56e74af41e04578e5a3bee1389dde6e62116b2a2ac90dda \ --hash=sha256:d164c65eb35d98f5ea8422b88c9b2645bdc091d3ab9829808699f81fdf7e6c1d -filetype==1.2.0 \ +fastapi==0.128.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:dba7f04a2141eed67c31b939e7ddf164bd94201df96f6c5c0ba66c02020fb9e9 +filelock==3.20.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:a041b953fcf0bcca50ad283664cf46dcd59769d3f8fac07db4f033c6d6021707 +filetype==1.2.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:40376ef6d20b0cd1be5ba02d5a9ceb0f22e0810d9fffc96777a602bd23fd0b2a -frozenlist==1.8.0 \ +frozenlist==1.8.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:41a5c624d79ec4157746ada9e19a1da4c3d1b3f5fde9e3f8ac85f7eed9126af9 \ --hash=sha256:89573b85be77e89a114dc8d1983456091f6c01ff482d31aec2585df0c00de2c5 \ --hash=sha256:b4fdb636be50043b56a9589b8690a104d7d9ddc72d79058171735fe15eadcc39 \ --hash=sha256:d7bcd7c1b48b3851acba9e7a11f951c117a654e60004adcbe98425b3f4114057 -fsspec==2026.2.0 \ +fsspec==2026.2.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:c908a61c953514ce6298cfe13915a3d74728d69da1781c9e0c44acfdefea4276 -grpcio==1.76.0 \ +google-auth==2.47.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:bd39aad6f0644651d82fe9ca31d3ba13f746093e36bb991c7672b81c350c0542 +greenlet==3.3.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:200e4a4585939de22259690d706f13b929cadba26db3d7c27e0f1773a7c52e38 \ + --hash=sha256:41756ff0c5366005970def8c4d39da1175e1f70ad7cf4833026c26992123e85b \ + --hash=sha256:c1f3ce7eac530157e6464a9c3bc86224284df175b9ee4120a08d1e4dfcd96820 +grpcio==1.76.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:3f935037cced82c09b0c64db9451608646cfb8bb1842dd17551853e94e3f39bc \ --hash=sha256:47b8a87e383fd6f63f8ba53b2b5c911893f7cfdf5288eff3a41a0bfe4823f5e3 \ --hash=sha256:70dfe9f5ab1144bca4f53bd7958fdcaf50b220ed21bd378666d9bd1ac97fd371 \ --hash=sha256:ff138c9e386a0799d88afa389de77df44d9cd7523ad5ac09c0882058e581e1d4 -h11==0.16.0 \ +h11==0.16.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:a485f5bfa77401603f78cff4db5bb4dbaadb947a3da8eae068cd05b6bb4aab66 -h2==4.3.0 \ +h2==4.3.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:41b2734da425d7b2b20978204f5159b566cc8f123b67da765ff5c1e253bed65a -hf-xet==1.2.0 \ +hf-xet==1.2.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:a14cc5078bf43efc85ad180ec02372e5a84d134de095c0a9740f7e0407df7866 \ --hash=sha256:acb8669cac4d9aa8e8ad31a92d99353fe2f0d4463b8aaa54f2b93a33e222149d -hpack==4.1.0 \ +hpack==4.1.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:096ac39f58c171223648f93c9e2681363f22b67cb8c6585bc2ce0229162230c1 -httpcore==1.0.9 \ +httpcore==1.0.9 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:5af3f1b09e795d5548d5030be3d4191e65113cfdac21968c82bf0cddf15ec313 -httpx==0.28.1 \ +httpx==0.28.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:c75bc8d287ff8e92be7e4359732032ba1b93fa3f920ee1cb179ba09bb613dc7a -httpx-sse==0.4.3 \ +httpx-sse==0.4.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:74d0e4713b33a61ca0083d00841f00f12d6b3dd311edb62ccc85809b607b9fb5 -hyperframe==6.1.0 \ +huggingface-hub==1.4.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:2c99e970be9333865de0f9fdb5aec493ebb95cddeab66344596a09172237ed9a +hyperframe==6.1.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:8c35e39504619ecc6a93d24ff7a0153740ca881e0d365b998e648d815b4309ac -idna==3.11 \ +idna==3.11 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:e1049ef074501ba8c5d802d712b257889257f6d2f460f959f26c4b2d4375923c -jinja2==3.1.6 \ +jinja2==3.1.6 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:961c7281585491fb02ca0027b29e9ffc7a1bd7b52a5e03095f3a4e3afc42336e -jiter==0.12.0 \ +jiter==0.12.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:3ad7e5a7502b62d032b17c4b1bd71ad3049c810358913642abbf5254f3e5c455 \ --hash=sha256:64f8bd9b9ced14c62d13e64d198e70f55712a775ac7d112849b4b16b3a884489 \ --hash=sha256:9c42d9b61ab5d2c9203637a243b4187cc28b0101b28461d35006353d621da292 -jmespath==1.0.1 \ +jmespath==1.0.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:73498e882274313d27a3d4ad06fd8e218f9f7ccee6687e08bee0e88bddc19724 -joblib==1.5.3 \ +joblib==1.5.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:40d87a5e80b69104a3b8f1d761fdbc077fc7b97a23b08b9fdaddb7a3821b06d1 -jsonpatch==1.33 \ +jsonpatch==1.33 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:32dd947dda965dab8f40143a0d3a143c4334fb20004252b005e5ab4a6043109e -jsonschema==4.26.0 \ +jsonpointer==3.0.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:c0943baec92568dae1f62b2476f14ba3c2d1fed72fc41a957f543259349f2bf8 +jsonschema==4.26.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:2601ba467f84ff6ee9c057cbe6a9d7aebefa76cfa747327b37f81d4581f6748f -jsonschema-specifications==2025.9.1 \ +jsonschema-specifications==2025.9.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:065ec57323001f79634013c12250a476952e6ce834a17cfd5227343cec3c4aee -langchain-community==0.4.1 \ +langchain==1.2.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:6bc3a4636c379339eed851d99ace8fa40ee367223a8623ccb7819cf88f2c96e7 +langchain-classic==1.0.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:15eaf957d7cd8d23735463b18612d3af8d480997aa78c4f449880fa0030e6240 +langchain-community==0.4.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:a0b606b5fa6b1a98ec30e4d8b39eb1652f9d121a690d8dfa06f0434278569efc -marshmallow==3.26.2 \ +langchain-core==1.2.7 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:0fa0a67db1abf0bf79ac0279b918b39a8ba9a7c833a3b3907d46d004a235bae6 +langchain-openai==1.1.7 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:54933ca5330f4e764d20eae15d71f1e83162baa5c0600ede9b25b0dcaa238bc2 +langchain-text-splitters==1.1.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:71acfd4364e9091f8921d849b1aed99d94615106bd15616ba83cc0252e980b9d +langgraph==1.0.6 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:dc1d8f17e943e8d96c27cb1328ab84cd03d742dd97c9520854b6150d3317119c +langgraph-checkpoint==4.0.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:83341d695ebfab241a5f76e7dc322651d77e70e3501ec39e91d3c97d9898e789 +langgraph-prebuilt==1.0.6 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:e90f39110a2ae54c76866873a593a54dd78b85c0282e31df22801ef8e11e8532 +langgraph-sdk==0.3.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:05fa233f15d9510715a5028a4441d55eb5568aac990a4cd356f34bf0b0e5d383 +langsmith==0.6.4 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:64df4eb5e9c10858e82e0d51aa2a4e4efef3c743b2b1968ac0831d9ef7267ea7 +markdown-it-py==4.0.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:4ca21586bdc83c96a1318ffc854698e1fdcad60a3e8051d249f10ef210c945c0 +marshmallow==3.26.2 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:6631b7ba9bb5ede24dfecee215d9831dd60b17d59211b5c5b75f2bf9ddd9c411 -mcp==1.26.0 \ +mcp==1.26.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:dd60b234158bad67f0743f9928ecbcbc8a67829301a2e793d8a3307ea0d89557 -mpmath==1.3.0 \ +mdurl==0.1.2 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + 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--hash=sha256:bc9d119ad82379f387c1264de35e6d489b7196c431b23e92b2b0959eae8494c7 -scikit-learn==1.8.0 \ +scikit-learn==1.8.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:4c73965fdde273763f87334dfb0d773cb9196e2eb9dd21a0aabd86cf4da2adb3 \ --hash=sha256:5641af1f1bcede6f6d894f50418b2d820f3a3b82b3a5cb702621e6a386eef935 \ --hash=sha256:5d27f41e0a981a58fcc00f09ef9c00fd68a2e13c218768d0ed69c1a247c8855f \ --hash=sha256:7147bcc3428006a9b5fc0f0934b70c555ddd9f8ebc4b3ee4aaebb44c5e87a3dd -scipy==1.17.0 \ +scipy==1.17.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:0e35bf4bcd96fb22c9007cb651e3fa7a696bf90986fd220607505f5c2b7f17e7 \ --hash=sha256:92b4828228173816adc054c97a539c41f396558fbab67dcaae1e4195c6d6253f \ --hash=sha256:a1b3d25c892207a7626f0634fe768bd71b5f09cbb393be07d82fc44cced109ac \ --hash=sha256:f1c7b6ff095ed94c422bce52aa0ca8c8aea18922877853bbacaf8b7947e02510 -setuptools==80.9.0 \ +sentence-transformers==5.2.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:88156ec879c85bedee8c34f33c4929127e1bb446319a2765f66ad7b8379b6df5 +setuptools==80.9.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:3a3c26f9000ab213d87be4efa0f1926fb0975237ae9e8e7cc68c9d7fcba6c294 -six==1.17.0 \ +shellingham==1.5.4 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:d604bc5d43b795ee246cd1fb3ff0d1ed749f4e85508eb0ee72472d3a995a4472 +six==1.17.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:33f558442b372864d53b1813933f5d624876f418521b1b89624ea6e3d79f0e97 -sniffio==1.3.1 \ +sniffio==1.3.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:79fc97358f9f993658f5285996c92b070d9b2b9cdd789daefd3e0607d518097b -sqlalchemy==2.0.45 \ +sqlalchemy==2.0.45 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:52a0fb297270ecc4066303762220717240f5e427298345e19835d21319fc9522 \ --hash=sha256:69ada3936fac5c0c15e765e71fae9b1177c9c957eb7fbd5210f63d7c05aa26c3 \ --hash=sha256:6ea7264891e42cfdb069a27eefa2438214a54051d8b5b1b00209af9f944c3480 \ --hash=sha256:7d691e498146a57a54f347385729b57e98b2e548d6fd6e25fdcbdf6e48a08ae4 -sympy==1.14.0 \ +sse-starlette==3.2.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:06a19cedc491b3bcd7e457f6b1cf41a88fec71b792cca0601f00082569de56f4 +starlette==0.50.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:e78c1a48c71b56868453e2a044025bbe0454f7459da9a9644343aa98dbfd3c53 +sympy==1.14.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:92de12bc45a8930ecab22227dea3f4192e15d9f4555c9a9d52d312865748afbd -threadpoolctl==3.6.0 \ +tabulate==0.9.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:5dcf8b75abce007b5dcb4b5219db96261d4a608ceff81f817ca95d43ba987b6d +tenacity==9.1.2 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:73904c7694cbf4b10a49350504cf5db6e3b794e99d83c71337dbd573aa0661d8 +threadpoolctl==3.6.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:fc79267be059d5a0aaacf924656a1523599e7fc844c44608db5fe1cb2f152c4f -tiktoken==0.12.0 \ +tiktoken==0.12.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:019dfefcb4f2899eb8c7fd4d170c3ed335113579de129f55526fcdc3b43ef5ba \ --hash=sha256:9d341a1e06d325151f05991a0a1616c12918132fda42b7601d25c9d02726e5b3 \ --hash=sha256:aee67dcabd42538b82abaf27a1d5b74da0eb2da37fa9c9c117ca99d9146e2937 -tokenizers==0.22.2 \ +tokenizers==0.22.2 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:109c12a85bc794db2d335e9845198fd4dfbdd25a5e47d944ada5ee28d720a01c \ --hash=sha256:914385483cfc1f8a38e8141e9370ca315484464afda41eb3959cd4d36ad2217b \ --hash=sha256:c6123f7e43990992323d4cd8ee0d463383a7dffe3c03e1f4483b446034910faf \ --hash=sha256:c883273341b96903ddeda79cb247a6f3ea316bd668ee2dd93d86e6fb57fc35b3 -torch==2.9.1 \ +torch==2.9.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:28171ed367139717fe7b8d6918c86d0fe328a7faa5704f5951283ae3b01796a1 \ --hash=sha256:3ebd43c74b5c0833e2d6c842cb5416bacb928184e362c319eb79223d06bb2fa1 \ --hash=sha256:9920139df4000ea99e1d71742d4bce1d7b807a5f45cf1a7cbff02c8dd8295bdb \ --hash=sha256:9bd4844a0cf3f199351830697973a168ad2fd3a99e77b150ca4a1582067dc633 \ --hash=sha256:ccb4a5b3c15819df80d96d2474b053306a2a4eba0301337c4aa56a58cbe45e10 \ --hash=sha256:e42ab849b64444059f5eda352d61c9c3a078f30797e48e2972857182c9a00cf8 -tqdm==4.67.3 \ +tqdm==4.67.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:d798b33fcc041b9a42c57f462b9c068a5a15c2dbcef1c87695d80c7074770a4d -transformers==4.57.6 \ - --hash=sha256:7c35d073118fad72b1745bd3dad3149d9bf2cacca3b16a7ed8f47f1a0bec119d -triton==3.5.1 \ +transformers==5.0.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:d17545021abc14a7e631ce23023a50cd6962968fc6bdbae5ed3ede2b9bb4b9d7 +triton==3.5.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:7b1a1b9ab53eafe7a65ae25861ac7df5541ea706b3baebe2306580127825e222 \ --hash=sha256:f45cd8a990cde562e64b6ef00969dc3751a49e90651216e7f7b44ba997c9e19d \ --hash=sha256:fce4c06d8e47ccd706790271cc3f2cea42c7e709cfb68e6abe760d2a56baeeb4 -typing-extensions==4.15.0 \ +typing-extensions==4.15.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:00877ead43795d4b767026270fa129816363c9a95b6febe68f5ac41d5096114b -typing-inspect==0.9.0 \ +typing-inspect==0.9.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:369f80dd867ce208d61bc645e236c5049273c6e0f46c090fb9c7a9655fc8320b -typing-inspection==0.4.2 \ +typing-inspection==0.4.2 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:4baec0c9a4ad5cc8a85c71c387e98ff9ecc7b85b6e538e204343940090be3b63 -tzdata==2025.3 \ +tzdata==2025.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:896a9fad76b5de068b461ef456f09931bb94c8455835767d100298c75dedd18b -urllib3==2.6.3 \ +urllib3==2.6.3 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:a5bd1dd5b4c7b1da77f93abcd09f8619209b2f11fe699382f6cb79b34dc89437 -uuid-utils==0.13.0 \ +uuid-utils==0.13.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:35d4b08c3b5fa01dfa8878d59d195a0c4efb4fd087cff7aa1082bd43d91c3fdc \ --hash=sha256:8d943a0f2b5eada3edfbd80991c23cc13e32f8b02c120e4e80305a773d9e6d1b \ --hash=sha256:b6557a768e27fb2e6bdc25a58e9cf38b89123cbc46b528ff37f1389c922e0620 -websocket-client==1.9.0 \ +uvicorn==0.40.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:509ce5e8c5f8b2476a1d64ae22be335db7a62673836b7c829fee2c1a8e38008c +virtualenv==20.36.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:58bd3515a205ca6aa220ce089affd04e467e33fc1c0cda46836777d946dc6860 +websocket-client==1.9.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:0cb04d0516ad9d4a5941144e68344813f1da89a2270b0634b4b71f1e892f4caf -xxhash==3.6.0 \ +wrapt==2.1.1 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ + --hash=sha256:0542727c1cc08c659e854ce38a647e5d53ed2adb55cbc5d95c0f23516f9a7799 \ + --hash=sha256:1623b39cbe3a3496fc0bbdac361b82467e451a854250d82fc7c6068cd7647c77 +xxhash==3.6.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:122ea61c85a8725231030b26650ae35b1ae709f154e1e8f5274b2cd469638a14 \ --hash=sha256:a426db4666ab784b369beab268f41bd7b2505390b1a6f7ae0bbc295a103c4c83 \ --hash=sha256:bb363fc4152e194b2f68829da7d783d9b5eee9577c33f6007c78d25517a229ca \ --hash=sha256:edac8303f5c2d0bec5632a6e6cb9c56f3cd548e94960c5b9468c654d5a73c653 -yarl==1.22.0 \ +yarl==1.22.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:8e78442a1a40257173cbd3b9ec78a1ded7ab02a1fcb23f3d42686bd5afb184cc \ --hash=sha256:b59c74a17b24908333ce8e0a348fafe85a1bdb1d524cc74d9c25161674dd358a \ --hash=sha256:cee8af2825e29b4b31cce0c7272c29b66717ab164e3e2a5dc8dbe173c2901db2 \ --hash=sha256:eb5d90c48762dd433d86eb6e3c6b4965fc3dff440c472e89047a628dd29271ac -zipp==3.23.0 \ +zipp==3.23.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:2f6742e089020240e014478d428fd79059270c56a2f7947d37c6f1d2ae639174 -zstandard==0.25.0 \ +zstandard==0.25.0 ; (platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux') \ --hash=sha256:19e39bc4d6f7e11490ab375f7ab9d049476f4429cbf1e3f87d7e671bca1573e0 \ --hash=sha256:8483546cd22985a0951214dd12947c959817ba75c24de2bba5509db73acb0312 \ --hash=sha256:ab38b46c74a87964321cf7c6eab8897619e08779d7dafcfed510b00b3a0cd210 \ diff --git a/requirements.overrides.txt b/requirements.overrides.txt index dce6212da..cdb097d9a 100644 --- a/requirements.overrides.txt +++ b/requirements.overrides.txt @@ -1,28 +1,66 @@ -# override these package to the version available on RHOAI wheels index: -# https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple -transformers==4.57.6 -tokenizers==0.22.2 -scipy==1.17.0 -numpy==2.3.5 +# Selective pins for `uv pip compile --override` with dual indexes and +# `--index-strategy unsafe-best-match` (steer PyPI-resolved packages to RHOAI versions). +# Generated by scripts/generate_requirements_overrides.py +# RHOAI: https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/ + aiohttp==3.13.3 -aiosqlite==0.22.1 +anyio==4.12.1 attrs==25.4.0 -cryptography==46.0.5 +cachetools==6.2.6 certifi==2026.1.4 -anyio==4.12.1 -datasets==4.5.0 -pandas==2.3.3 -pyarrow==23.0.0 -pillow==12.1.1 +charset-normalizer==3.4.4 +cryptography==46.0.5 faiss-cpu==1.12.0 +fastapi==0.128.0 +filelock==3.20.3 +fsspec==2026.2.0 +google-auth==2.47.0 +greenlet==3.3.0 +grpcio==1.76.0 +hf-xet==1.2.0 +huggingface-hub==1.4.1 +jiter==0.12.0 +jsonpointer==3.0.0 +langchain==1.2.3 +langchain-classic==1.0.1 +langchain-core==1.2.7 +langchain-openai==1.1.7 +langchain-text-splitters==1.1.0 +langgraph==1.0.6 +langgraph-checkpoint==4.0.0 +langgraph-prebuilt==1.0.6 +langgraph-sdk==0.3.3 +langsmith==0.6.4 +nltk==3.9.2 +numpy==2.4.2 +openai==2.16.0 +orjson==3.11.5 +ormsgpack==1.12.1 +platformdirs==4.5.1 +protobuf==6.33.4 +pyasn1==0.6.2 +pydantic-settings==2.12.0 +pygments==2.19.2 +pyjwt==2.10.1 +python-dotenv==1.2.1 +pytz==2025.2 +qdrant-client==1.16.2 +regex==2026.1.15 +requests==2.32.5 +rich==14.3.1 +scipy==1.17.0 +sentence-transformers==5.2.0 +setuptools==80.9.0 sqlalchemy==2.0.45 -setuptools==80.9 -jiter==0.12 -google-genai==1.59.0 +sse-starlette==3.2.0 +tabulate==0.9.0 +tenacity==9.1.2 torch==2.9.1 -hf-xet==1.2.0 +transformers==5.0.0 +triton==3.5.1 +typer-slim[standard]==0.21.2 +uuid-utils==0.13.0 +uvicorn==0.40.0 +virtualenv==20.36.1 +wrapt==2.1.1 yarl==1.22.0 -grpcio==1.76.0 -grpcio-status==1.76.0 -orjson==3.11.5 -uuid_utils==0.13.0 \ No newline at end of file diff --git a/scripts/generate_requirements_overrides.py b/scripts/generate_requirements_overrides.py new file mode 100644 index 000000000..44080d062 --- /dev/null +++ b/scripts/generate_requirements_overrides.py @@ -0,0 +1,476 @@ +#!/usr/bin/env -S uv run --script +# /// script +# requires-python = ">=3.11" +# dependencies = ["packaging>=24.1"] +# /// +r"""Generate requirements.overrides.txt for Konflux dual-index compiles. + +Runs `uv pip compile` with PyPI + RHOAI and `--emit-index-annotation`. If +`requirements.overrides.txt` (or ``-o``) already exists, it is passed as ``--override`` for that +compile so the annotated graph matches Konflux (same locked stack). Pins for packages declared +with extras in ``[tool.uv] constraint-dependencies`` are written as ``name[extras]==…``. +After writing, runs the same dual-index compile with ``--override`` and exits non-zero if the +project does not resolve (adjust ``[project]`` deps). + + uv run --script scripts/generate_requirements_overrides.py -o requirements.overrides.txt + +Use `--compiled-input` to pass an existing annotated file instead of running uv. + +The RHOAI simple API often returns HTTP 403 without auth; use +`--header 'Authorization: Bearer '` (offline token from console.redhat.com). +""" + +from __future__ import annotations + +import argparse +import html.parser +import os +import re +import subprocess +import sys +import tempfile +import tomllib +import urllib.error +import urllib.request +from dataclasses import dataclass +from pathlib import Path +from urllib.parse import urljoin, urlparse + +from packaging.requirements import Requirement +from packaging.utils import canonicalize_name, parse_sdist_filename, parse_wheel_filename +from packaging.version import InvalidVersion, Version + +DEFAULT_RHOAI = "https://console.redhat.com/api/pypi/public-rhai/rhoai/3.3/cpu-ubi9/simple/" +DEFAULT_PYPI = "https://pypi.org/simple/" +PYPI_SIMPLE_MARKER = "pypi.org/simple" + +HEADER = ( + "# Selective pins for `uv pip compile --override` with dual indexes and\n" + "# `--index-strategy unsafe-best-match` (steer PyPI-resolved packages to RHOAI versions).\n" + "# Generated by scripts/generate_requirements_overrides.py\n" + f"# RHOAI: {DEFAULT_RHOAI}\n" +) + +USER_AGENT = ( + "ols-generate-requirements-overrides/1.0 " + "(compatible; +https://github.com/openshift/lightspeed-service)" +) + +RHOAI_403_HINT = ( + "\nThe RHOAI simple API returned HTTP 403. It usually requires Red Hat " + "authentication (same as browser access to console.redhat.com).\n" + "Options:\n" + " export RHOAI_INDEX_BEARER_TOKEN=\n" + " uv run --script scripts/generate_requirements_overrides.py -o requirements.overrides.txt\n" + "or:\n" + " uv run --script scripts/generate_requirements_overrides.py \\\n" + " --header 'Authorization: Bearer ' -o requirements.overrides.txt\n" +) + + +@dataclass +class LinkParser(html.parser.HTMLParser): + hrefs: list[str] + + def __init__(self) -> None: + super().__init__() + self.hrefs = [] + + def handle_starttag(self, tag: str, attrs: list[tuple[str, str | None]]) -> None: + if tag != "a": + return + for name, value in attrs: + if name == "href" and value: + self.hrefs.append(value) + return + + +def _basename_from_href(href: str) -> str | None: + path = urlparse(href).path + name = path.rsplit("/", 1)[-1] + if not name or name in (".", ".."): + return None + return name.split("#", 1)[0] + + +def _version_from_artifact_filename(filename: str) -> Version | None: + lowered = filename.lower() + try: + if lowered.endswith(".whl"): + _n, ver, _b, _t = parse_wheel_filename(filename) + return ver + if lowered.endswith(".tar.gz") or lowered.endswith(".zip"): + _n, ver = parse_sdist_filename(filename) + return ver + except (ValueError, InvalidVersion): + return None + return None + + +def fetch_versions_for_project( + index_url: str, + project_name: str, + opener: urllib.request.OpenerDirector, +) -> list[Version]: + normalized = canonicalize_name(project_name) + base = index_url if index_url.endswith("/") else index_url + "/" + url = urljoin(base, f"{normalized}/") + req = urllib.request.Request(url, method="GET") + try: + with opener.open(req, timeout=120) as resp: + body = resp.read().decode("utf-8", errors="replace") + except urllib.error.HTTPError as e: + if e.code == 404: + return [] + if e.code == 403: + raise SystemExit( + f"HTTP 403 Forbidden fetching {url}\n{RHOAI_403_HINT}", + ) from e + raise + parser = LinkParser() + parser.feed(body) + versions: set[Version] = set() + for href in parser.hrefs: + base_name = _basename_from_href(href) + if not base_name: + continue + ver = _version_from_artifact_filename(base_name) + if ver is not None: + versions.add(ver) + return sorted(versions) + + +def _is_pypi_simple_index(url: str) -> bool: + u = url.rstrip("/").lower() + return PYPI_SIMPLE_MARKER in u + + +def _normalize_rhoai_base(url: str) -> str: + return url if url.endswith("/") else url + "/" + + +def _pin_version_from_requirement(req: Requirement) -> Version | None: + for spec in req.specifier: + if spec.operator in ("==", "==="): + try: + return Version(spec.version) + except InvalidVersion: + return None + return None + + +def _constraint_dependency_extras(pyproject: Path) -> dict[str, frozenset[str]]: + """Map canonical package name -> extras declared in [tool.uv] constraint-dependencies.""" + data = tomllib.loads(pyproject.read_text(encoding="utf-8")) + tool_uv = (data.get("tool") or {}).get("uv") or {} + raw = tool_uv.get("constraint-dependencies") + if not raw or not isinstance(raw, list): + return {} + merged: dict[str, set[str]] = {} + for line in raw: + if not isinstance(line, str) or not line.strip(): + continue + try: + req = Requirement(line.strip()) + except ValueError: + continue + key = canonicalize_name(req.name) + if not req.extras: + continue + merged.setdefault(key, set()).update(req.extras) + return {k: frozenset(v) for k, v in merged.items()} + + +def _format_override_pin( + name: str, + chosen: Version, + extras_by_pkg: dict[str, frozenset[str]], +) -> str: + extras = extras_by_pkg.get(canonicalize_name(name)) + if extras: + extra_str = ",".join(sorted(extras)) + return f"{name}[{extra_str}]=={chosen}" + return f"{name}=={chosen}" + + +def parse_pypi_sourced_pins(compiled_text: str, rhoai_index_url: str) -> list[tuple[str, Version]]: + """Return (name, resolved_version) for packages whose # from line is PyPI simple.""" + rhoai_norm = _normalize_rhoai_base(rhoai_index_url).rstrip("/").lower() + lines = compiled_text.splitlines() + out: list[tuple[str, Version]] = [] + i = 0 + while i < len(lines): + line = lines[i] + if not line.strip() or line.lstrip().startswith("#"): + i += 1 + continue + if line[0] in " \t" or "==" not in line: + i += 1 + continue + pkg_line = line.strip() + i += 1 + index_url: str | None = None + while i < len(lines): + cont = lines[i] + if ( + cont + and cont[0] not in " \t" + and not cont.lstrip().startswith("#") + and "==" in cont + ): + break + if "# from " in cont or cont.strip().startswith("# from"): + m = re.search(r"#\s*from\s+(\S+)", cont) + if m: + index_url = m.group(1).strip().rstrip("/") + i += 1 + if index_url is None: + continue + idx_lower = index_url.lower() + if rhoai_norm and idx_lower.startswith(rhoai_norm): + continue + if not _is_pypi_simple_index(index_url): + continue + try: + req = Requirement(pkg_line.split(";", 1)[0].strip()) + except (ValueError, InvalidVersion): + continue + ver = _pin_version_from_requirement(req) + if ver is None: + continue + out.append((req.name, ver)) + return out + + +def run_uv_compile( + pyproject: Path, + rhoai_index: str, + pypi_index: str, + python_version: str, + extras: list[str], + extra_uv_args: list[str], + seed_override: Path | None, +) -> str: + out = Path(tempfile.mkstemp(suffix=".txt", prefix="uv-annotate-")[1]) + cmd = [ + "uv", + "pip", + "compile", + str(pyproject), + "-o", + str(out), + "--index-strategy", + "unsafe-best-match", + "--python-version", + python_version, + "--universal", + "--refresh", + "--index", + _normalize_rhoai_base(rhoai_index), + "--default-index", + _normalize_rhoai_base(pypi_index), + "--emit-index-annotation", + "--no-sources", + ] + if seed_override is not None and seed_override.is_file(): + cmd.extend(["--override", str(seed_override)]) + for e in extras: + cmd.extend(["--extra", e]) + cmd.extend(extra_uv_args) + proc = subprocess.run(cmd, capture_output=True, text=True) + try: + if proc.returncode != 0: + sys.stderr.write(proc.stderr or proc.stdout or "") + raise SystemExit(proc.returncode or 1) + return out.read_text(encoding="utf-8") + finally: + out.unlink(missing_ok=True) + + +def verify_override_resolution( + pyproject: Path, + rhoai_index: str, + pypi_index: str, + python_version: str, + override_path: Path, + extras: list[str], + extra_uv_args: list[str], +) -> None: + """Fail if pyproject cannot be resolved with the generated override file.""" + out = Path(tempfile.mkstemp(suffix=".txt", prefix="uv-verify-")[1]) + cmd = [ + "uv", + "pip", + "compile", + str(pyproject), + "-o", + str(out), + "--override", + str(override_path), + "--index-strategy", + "unsafe-best-match", + "--python-version", + python_version, + "--universal", + "--index", + _normalize_rhoai_base(rhoai_index), + "--default-index", + _normalize_rhoai_base(pypi_index), + "--no-sources", + ] + for e in extras: + cmd.extend(["--extra", e]) + cmd.extend(extra_uv_args) + proc = subprocess.run(cmd, capture_output=True, text=True) + out.unlink(missing_ok=True) + if proc.returncode != 0: + sys.stderr.write( + "Override pins do not resolve with the project (dual-index compile failed).\n" + "Adjust [project] dependencies and regenerate.\n\n", + ) + sys.stderr.write(proc.stderr or proc.stdout or "") + raise SystemExit(proc.returncode or 1) + + +def build_opener(headers: list[str]) -> urllib.request.OpenerDirector: + class InjectHeaders(urllib.request.BaseHandler): + def http_request(self, req: urllib.request.Request) -> urllib.request.Request: + if req.get_header("User-agent") is None: + req.add_header("User-Agent", USER_AGENT) + for h in headers: + name, _, value = h.partition(":") + req.add_header(name.strip(), value.strip()) + return req + + https_request = http_request + + return urllib.request.build_opener(InjectHeaders()) + + +def main() -> None: + p = argparse.ArgumentParser( + description="Generate selective requirements.overrides.txt from annotated uv compile.", + ) + p.add_argument("--pyproject", type=Path, default=Path("pyproject.toml")) + p.add_argument( + "--compiled-input", + type=Path, + help="Annotated compile output (skip running uv if set)", + ) + p.add_argument("--rhoai-index", default=DEFAULT_RHOAI) + p.add_argument("--pypi-index", default=DEFAULT_PYPI) + p.add_argument("--python-version", default="3.12") + p.add_argument("--extra", action="append", default=[], metavar="NAME") + p.add_argument("-o", "--output", type=Path, default=Path("requirements.overrides.txt")) + p.add_argument("--no-header-comment", action="store_true") + p.add_argument( + "--header", + action="append", + default=[], + metavar="NAME: VALUE", + help="HTTP headers for RHOAI requests (repeatable). " + "If unset, reads $RHOAI_INDEX_BEARER_TOKEN as Authorization: Bearer when no " + "Authorization header is passed.", + ) + p.add_argument("--dry-run", action="store_true") + p.add_argument( + "--no-seed-override", + action="store_true", + help="Do not pass the existing output file as --override for the annotation compile.", + ) + p.add_argument( + "uv_extra", + nargs="*", + help="Extra args forwarded to uv pip compile when generating input", + ) + args = p.parse_args() + + if args.compiled_input: + text = args.compiled_input.read_text(encoding="utf-8") + else: + if not args.pyproject.is_file(): + raise SystemExit(f"Not found: {args.pyproject}") + seed_override: Path | None = None + if not args.no_seed_override and args.output.is_file(): + seed_override = args.output + text = run_uv_compile( + args.pyproject, + args.rhoai_index, + args.pypi_index, + args.python_version, + args.extra, + args.uv_extra, + seed_override, + ) + + pypi_pins = parse_pypi_sourced_pins(text, args.rhoai_index) + if not pypi_pins: + raise SystemExit( + "No PyPI-sourced pins found in annotated input. " + "Use an uv compile output with --emit-index-annotation.", + ) + + headers = list(args.header) + if not any(h.partition(":")[0].strip().lower() == "authorization" for h in headers): + token = os.environ.get("RHOAI_INDEX_BEARER_TOKEN", "").strip() + if token: + headers.append(f"Authorization: Bearer {token}") + + opener = build_opener(headers) + extras_by_pkg = _constraint_dependency_extras(args.pyproject) + lines_out: list[str] = [] + warnings: list[str] = [] + + for name, want in sorted(pypi_pins, key=lambda t: canonicalize_name(t[0])): + avail = fetch_versions_for_project(args.rhoai_index, name, opener) + if not avail: + warnings.append(f"{name}: not on RHOAI index, skip") + continue + if want in avail: + chosen = want + else: + not_newer = [v for v in avail if v <= want] + if not_newer: + chosen = max(not_newer) + warnings.append( + f"{name}: PyPI had {want}, RHOAI best <= that is {chosen} (no exact match)", + ) + else: + warnings.append( + f"{name}: PyPI had {want}, RHOAI has no version <= {want}; skip " + f"(avoids picking e.g. kubernetes newer than pyproject allows)", + ) + continue + lines_out.append(_format_override_pin(name, chosen, extras_by_pkg)) + + for w in warnings: + print(w, file=sys.stderr) + + body = "\n".join(lines_out) + "\n" + if not args.no_header_comment: + body = HEADER + "\n" + body + + if args.dry_run: + sys.stdout.write(body) + return + + args.output.write_text(body, encoding="utf-8") + if not args.compiled_input: + verify_override_resolution( + args.pyproject, + args.rhoai_index, + args.pypi_index, + args.python_version, + args.output, + args.extra, + args.uv_extra, + ) + + print( + f"Wrote {args.output} ({len(lines_out)} pins from {len(pypi_pins)} PyPI-sourced packages)", + file=sys.stderr, + ) + + +if __name__ == "__main__": + main() diff --git a/scripts/konflux_requirements.sh b/scripts/konflux_requirements.sh index 2616ec767..84b12e4c5 100755 --- a/scripts/konflux_requirements.sh +++ b/scripts/konflux_requirements.sh @@ -25,7 +25,7 @@ SKIP_PYBUILD_PACKAGES="banks" # Generate requirements list from pyproject.toml from both indexes uv pip compile pyproject.toml -o "$RAW_REQ_FILE" \ - --python-platform x86_64-unknown-linux-gnu \ + --universal \ --python-version 3.12 \ --refresh \ --index ${RHOAI_INDEX_URL} \ @@ -111,6 +111,10 @@ rm -f "$SOURCE_FILE_FOR_BUILD" # pin maturin to the version available in the Red Hat registry sed -i 's/maturin==[0-9.]*/maturin==1.10.2/' "$BUILD_FILE" +# pybuild-deps embeds the temp input path in the header; keep a stable line for git diffs +sed -i '\|^# pybuild-deps compile|s|.*|# pybuild-deps compile --output-file=requirements-build.txt (Konflux filtered package list)|' \ + "$BUILD_FILE" + # remove intermediate files rm "$RAW_REQ_FILE" "$WHEEL_FILE" "$SOURCE_FILE" diff --git a/uv.lock b/uv.lock index e869b3836..dffc0d6b9 100644 --- a/uv.lock +++ b/uv.lock @@ -1,10 +1,17 @@ version = 1 revision = 3 -requires-python = ">=3.11.1, <3.13" +requires-python = "==3.12.*" resolution-markers = [ - "python_full_version >= '3.12'", - "python_full_version < '3.12'", + "platform_machine == 'x86_64' and sys_platform == 'linux'", + "platform_machine == 'aarch64' and sys_platform == 'linux'", ] +supported-markers = [ + "platform_machine == 'x86_64' and sys_platform == 'linux'", + "platform_machine == 'aarch64' and sys_platform == 'linux'", +] + +[manifest] +constraints = [{ name = "typer-slim", extras = ["standard"], specifier = "<0.22" }] [[package]] name = "absl-py" @@ -38,50 +45,20 @@ name = "aiohttp" version = "3.13.3" source = { registry = "https://pypi.org/simple" } dependencies = [ - { name = "aiohappyeyeballs" }, - { name = "aiosignal" }, - { name = "attrs" }, - { name = "frozenlist" }, - { name = "multidict" }, - { name = "propcache" }, - { name = "yarl" }, + { name = "aiohappyeyeballs", marker = "(platform_machine == 'aarch64' and sys_platform == 'linux') or (platform_machine == 'x86_64' and sys_platform == 'linux')" }, + { name = "aiosignal", marker = "(platform_machine == 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