feat: Qdrant Vector Database #81
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Looked into implementing qdrant async client Would we still want to retain support for sync qdrant? Would restructure code that we have, but have two separate vector-DB. |
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Qdrant vector database supported. Added section in readme in setting up Qdrant environmental variables as well as specifically running docker image. Implemented Async methods for qdrant.
Tested using bedrock with
amazon.titan-embed-text-v2:0with all 3 supported currently vector databases (pgvector, qdrant, and atlas mongo)Tested
/ids,/documents,/delete,/embed,/queryand/query_multipleendpoints successfully with qdrant, pgvector, and atlas mongo.