ollama-python

Self-paced bootcamp on Generative AI. Tutorials on ML fundamentals, Ollama, LLMs, RAGs, LangChain, LangGraph, Fine-tuning, DSPy & AI Agents (CrewAI), (Using ChatGPT, gpt-oss, Claude, Qwen, Gemma, Llama, Gemini)

Local RAG researcher agent built using Langgraph, DeepSeek R1 and Ollama

MVP of an idea using multiple local LLM models to simulate and play D&D

Handy tool to measure the performance and efficiency of LLMs workloads.

🎙️ Offline voice productivity for Windows - dictate text into any app and control a local AI assistant by voice. Manages notes, to-do lists, appointments & reminders. 100% local: faster-whisper + Ollama + SQLite. No cloud, no telemetry. Free and open source alternative to Wispr Flow

Effortlessly rename files using local AI - No tokens, No API. Based on Ollama.

Ollama with Let's Encrypt Using Docker Compose

AURORA (Artificial Unified Responsive Optimized Reasoning Agent) uses lobes and web research for RAG based memory and learning.

Python Wrapper around Ollama API Endpoints

Ollama Web UI is a simple yet powerful web-based interface for interacting with large language models. It offers chat history, voice commands, voice output, model download and management, conversation saving, terminal access, multi-model chat, and more—all in one streamlined platform.

Persian Ollama Project: Enhance Persian (Farsi) prompts when chatting with Ollama LLMs.

Auto Install and Running Public API Service for Ollama with Any Model (library)

A fully customizable, super light-weight, cross-platform GenAI based Personal Assistant that can be run locally on your private hardware!

A Python CLI coding agent powered by remote Ollama, with workspace inspection and command-execution tools over Tailscale.

End To End Gen AI App Using DeepSeek-R1 With Langchain And Ollama. Released in January 2025, this model is based on DeepSeek-V3 and is focused on advanced reasoning tasks directly competing with OpenAI's o1 model in performance, while maintaining a significantly lower cost structure

Issue report classification demo with SetFit and Ollama for NASA's Flight System software repositories

Run Ollama models on Google Colab

An entire RAG (Retrieval-Augmented Generation) pipeline library designed to streamline the integration of language models with retrieval systems. ragyphi can extract text, table and image data from your pdf files and uses clever llm-based summarization techniques to augment the extracted data for efficient retrieval.

AI-powered document intelligence pipeline for technical drawing compliance. Combines PDF parsing, OCR, multimodal vision analysis, FAISS RAG retrieval, and deterministic rule validation to audit engineering documents against technical specifications using a fully local Ollama-based stack.

This repo brings numerous use cases from the Open Source Ollama