Kashifb/qdrant migration #472
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-Need to add QDRANT_TOKEN and QDRANT_URL to sample.env -Might need to make a READMe about how to set up qdrant (not very difficult) -The new Qdrant services (in qdrant_service.py) just mirrors the old Pinecone services -Replaced all instances of Pinecone use in text_service_cog with qdrant
-Included required tokens for Qdrant
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Switched from Pinecone to Qdrant database
Summary:
-The new Qdrant services (in qdrant_service.py)
just mirrors the old Pinecone services
-Replaced all instances of Pinecone use in
text_service_cog with qdrant
-Added QDRANT_TOKEN and QDRANT_URL tokens in sample.env
Possible changes:
-Keep Pinecone functionality in text_service_cog, offer a choice in which database to use
-Add a READMe detailing how to create a Qdrant cluster, collection, etc. (fairly simple process)