diff --git a/backend/pyproject.toml b/backend/pyproject.toml index 3883912..48ef9d6 100644 --- a/backend/pyproject.toml +++ b/backend/pyproject.toml @@ -24,7 +24,7 @@ dependencies = [ "psycopg[binary,pool]>=3.2.9,<4", "ravnar[serve,pydantic-ai]==0.0.14", "opentelemetry-exporter-otlp>=1.39.0", - "pydantic-ai-slim[mcp]", + "pydantic-ai-slim[mcp]<2", ] dynamic = ["version"] diff --git a/backend/src/ravnar_nebari_chat/demo_agents/__init__.py b/backend/src/ravnar_nebari_chat/demo_agents/__init__.py index 0a79150..5cd06ad 100644 --- a/backend/src/ravnar_nebari_chat/demo_agents/__init__.py +++ b/backend/src/ravnar_nebari_chat/demo_agents/__init__.py @@ -1,4 +1,5 @@ -__all__ = ["make_austin_permits_agent", "make_sbir_awards_agent"] +__all__ = ["make_austin_permits_agent", "make_frames_agent", "make_sbir_awards_agent"] from ._austin_permits import make_austin_permits_agent +from ._frames import make_frames_agent from ._sbir_awards import make_sbir_awards_agent diff --git a/backend/src/ravnar_nebari_chat/demo_agents/_frames.py b/backend/src/ravnar_nebari_chat/demo_agents/_frames.py new file mode 100644 index 0000000..432bff7 --- /dev/null +++ b/backend/src/ravnar_nebari_chat/demo_agents/_frames.py @@ -0,0 +1,65 @@ +import warnings + +from pydantic_ai import Agent +from ravnar.agents import PydanticAiAgentWrapper + +from ravnar_nebari_chat._utils import format_multiline + + +def make_frames_agent( + agent: Agent, *, mcp_url: str, oidc_issuer: str, client_id: str, client_secret: str +) -> PydanticAiAgentWrapper: + """Build an agent backed by the nebari-frames MCP server. + + The nebari-frames tools are advertised to the model as an MCP toolset over + the Streamable HTTP transport. The agent opens and closes the MCP + connection automatically around each run, so no explicit lifecycle + management is needed here. + + Each MCP request carries the calling user's own Keycloak access token, so + frames applies that user's identity and permissions. This requires the + token's audience to include the frames MCP resource identifier (Keycloak + audience mapper on the chat client) — see ``OIDC_MCP_AUDIENCE`` in the + nebari-frames docs. + + If ``mcp_url`` is empty the MCP toolset is not attached at all, and the + agent loads with no frames tools. Set ``NEBARI_FRAMES_MCP_URL`` to enable + the tools. + """ + if agent.name is None: + agent.name = "Nebari Frames Agent" + + if mcp_url: + from ravnar_nebari_mcp import ImpersonatingMCPToolset, OIDCImpersonator, bearer_token_mcp_toolset_factory + + impersonator = OIDCImpersonator(issuer=oidc_issuer, client_id=client_id, client_secret=client_secret) + frames_server = ImpersonatingMCPToolset( + mcp_toolset_factory=bearer_token_mcp_toolset_factory(mcp_url), impersonator=impersonator + ) + + # The Agent is constructed upstream (in config.yml) and handed to us, so + # we attach the MCP toolset to the already-built agent. `_user_toolsets` + # is the list `Agent.__init__` populates from its `toolsets=` argument. + agent._user_toolsets = [*agent._user_toolsets, frames_server] # type: ignore[list-item] + else: + warnings.warn( + "NEBARI_FRAMES_MCP_URL is not set; the Nebari Frames Agent will have no nebari-frames tools.", + stacklevel=2, + ) + + @agent.system_prompt + def system_prompt() -> str: + return format_multiline( + """ + You are an agent that answers the user's questions using the + nebari-frames tools. Those tools are provided over MCP; inspect the + tools available to you and call them to fetch data and perform + actions rather than guessing. + + Prefer calling a tool over answering from memory whenever the answer + depends on live data. When a tool fails or returns nothing useful, + explain what you tried instead of inventing a result. + """ + ) + + return PydanticAiAgentWrapper(agent) diff --git a/backend/uv.lock b/backend/uv.lock index 1f74055..2dd4f70 100644 --- a/backend/uv.lock +++ b/backend/uv.lock @@ -21,6 +21,18 @@ wheels = [ { url = "https://files.pythonhosted.org/packages/d8/74/913c9b8fc566c6da650aecbddf25a5d8186b54138df265eb9eb546f56141/ag_ui_protocol-0.1.18-py3-none-any.whl", hash = "sha256:d151c0f0a34160647f1571163f7185746f4326b15a56d1560de5082a7a0e7a12", size = 12607, upload-time = "2026-04-21T20:45:00.097Z" }, ] +[[package]] +name = "aiofile" +version = "3.11.1" +source = { registry = "https://pypi.org/simple" } +dependencies = [ + { name = "caio" }, +] +sdist = { url = "https://files.pythonhosted.org/packages/48/41/2fea7e193e061ce54eacc3b7bc0e6a99e4fcff43c78cf0a76dd781ed8334/aiofile-3.11.1.tar.gz", hash = "sha256:1f91912c6643d2a4e49ca4ae3514f0bf3867ce948a36d99a6411b8f4755f4cf9", size = 19342, 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