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The definitive guide to using Vector Search to solve your semantic search production workload needs.

Home Page: http://vectorsearch.dev

Jupyter Notebook 96.52% Python 3.48%

lucene nlp search-engine vector-search

vector-search's Issues

Is there any benchmark with OpenSearch or Milvus ?

Pricing for Atlas

Do you have any knowledge on Vector pricing for Atlas? Most databases store vectors in RAM which can be quite expensive. Does MongoDB/Atlas also require this and require higher cost clusters for large data, or is it stored in HD memory?

Any info would be super useful, couldn't find anything.
Thanks

MongoDB Support for LangChain Vectorstore

https://github.com/hwchase17/langchain is very popular and powerful framework for building applications on top of LLMs, and Vector Search is a key aspect of this.

There are quite a few Vectorstores supported by LangChain, but not MongoDB:
https://python.langchain.com/en/latest/modules/indexes/vectorstores.html

I just opened a ticket in that project to discuss this topic, but I wanted to also bring it up here to see if there was anyone else in the MongoDB community who is using Langchain:
langchain-ai/langchain#2274

cc: @sam-lippert and @AggressivelyMeows

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