#faiss

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#approximate-nearest-neighbor #vector-search #indexing #high-dimensional-data #langchain #mysql #vector-database
Python
fromPyImageSearch
5 days ago

Vector Search with FAISS: Approximate Nearest Neighbor (ANN) Explained - PyImageSearch

Approximate Nearest Neighbor (ANN) indexing like FAISS enables fast, scalable vector retrieval by trading slight recall loss for large reductions in query latency.
fromHackernoon
6 years ago

How I Super-Charged My LangChain-MySQL Agent: Part 2 | HackerNoon

Contextualizing database schemas into a vector format reduces the complexity for LLM-based retrieval while simultaneously addressing the common rate limit issues with OpenAI APIs.
Artificial intelligence
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