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Explorer/MCP/piter5285/hybrid-agentic-RAG-langchain
LOCAL

confluence

piter5285/hybrid-agentic-RAG-langchain

Enables querying Confluence or Kubernetes documentation through hybrid search and an agentic RAG pipeline, returning structured answers with citations.

↗piter5285/hybrid-agentic-RAG-langchainExternal link; availability not verifiedLicenseApache 2.0Local-only
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This server runs locally on your machine. We can't scan it remotely; review the source code before installing.
Time indexed (3mo)
0toolsLocal/ STDIO3moindexed
Checked Jun 23, 2026
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This server runs locally. We can't scan it remotely; review the source code before installing.
First indexed Jun 23, 2026
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Runs on your machine. Has access to your filesystem, SSH keys, and environment variables.
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Source repository is available for review.
↗piter5285/hybrid-agentic-RAG-langchainExternal link; availability not verified
Environment variables (7)
COHERE_API_KEYstringREQUIRED
Your Cohere API key for reranking
CONFLUENCE_URLstringOPTIONAL
The URL of the Confluence instance (e.g., https://your-domain.atlassian.net/wiki)
OPENAI_API_KEYstringREQUIRED
Your OpenAI API key for embeddings and LLM
ANTHROPIC_API_KEYstringREQUIRED
Your Anthropic API key for the agent LLM
LANGCHAIN_API_KEYstringOPTIONAL
Your LangSmith API key for tracing (optional)
CONFLUENCE_USERNAMEstringOPTIONAL
Your Confluence username (email)
CONFLUENCE_API_TOKENstringOPTIONAL
Your Confluence API token

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