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ChromaDB, being a vector database is more suitable for our application instead of a simple flat file database like SQLite. The primary key aka the ids can be the timestamps themselves. This also lifts some the burden of calculating cosine distances manually between the embeddings and our query results will be sorted with the least cosine distance automagically by chromadb.
I have a demo branch using chromadb here. Let me know your thoughts on this :D
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ChromaDB, being a vector database is more suitable for our application instead of a simple flat file database like SQLite. The primary key aka the
ids
can be the timestamps themselves. This also lifts some the burden of calculating cosine distances manually between the embeddings and our query results will be sorted with the least cosine distance automagically by chromadb.I have a demo branch using chromadb here. Let me know your thoughts on this :D
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