Langchain VectorStores Show Down : Which One Reigns Supreme?

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The video is the search of the Reliable vector store that can be used in production. It discusses mainly the Pgvector vector store, and how langchain implements it. It compares PGVector with FAISS, ChromaDB, Pinecone.

The data and the code is located at

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Amazing !! We can easily make out from ur voice that u hav a lot of practical experience, unlike other youtubers who just copy paste content !!

subinnair

I am following the videos that you upload related to langchain.
They are very relevant to what I am planning to develop for my job.

And personally also planning to be actively participating in langchain related developments.

navneetkrc

Not sure why Milvus and Weaviate are not being considered here. The Pgvector seems like a workaround, but I think we need something new and purpose-built for a vector store.

ShaunPrince

Thank you, first video to take prod into account. Come to think about it, I think you’re the first to even mention the word lol. Well done sir Ji.

zacboyles

Awesome video, thanks! I admire your attitude towards 'stuff you don't know yet'. It seems you share what you found out so far and are fully aware that there is plenty of knowledge in this field yet to be learned. Big thumbs up!👍👏

jellederijke

GREAT JOB! Thanks!!! PS Pinecone as of this weekend requires ne waccounts to pay! no more free!

bingolio

Awesome video! Were you able to figure out how to use open source HF embeddings with Pgvector?? Any updates?

mr.BobbySingh

What is the difference between a vectorstore and a retriever?

DanielWeikert

Langchain VectorStores Show Down : Which One Reigns Supreme?

Langchain VectorStores Show Down : Which One Reigns Supreme?

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