Model Context Protocol server enabling hybrid semantic and graph-based document retrieval by integrating Neo4j and Qdrant for advanced context expansion and seamless large language model interaction.
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Port for the Qdrant vector database
6333
Username for Neo4j database authentication
neo4j
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URI for connecting to the Neo4j database
bolt://localhost:7687
Password for Neo4j database authentication
password
Name of the Qdrant collection containing document chunks
document_chunks
Host address for the Qdrant vector database
localhost
Security Notice
Your environment variables and credentials are securely stored and encrypted. LangDB never shares these configuration values with third parties.
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