A FastAPI-based application that enables document embedding and semantic retrieval using Qdrant vector database, allowing users to convert documents into embeddings and retrieve relevant content through natural language queries.
The port for the Qdrant vector database server
6333
The name of the collection in Qdrant to store document embeddings
documents
The URL for the Qdrant vector database server
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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