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llama_index

LlamaIndex is the leading framework for building LLM-powered agents over your data.

pgvector

Open-source vector similarity search for Postgres

milvus

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

faiss

A library for efficient similarity search and clustering of dense vectors.

meilisearch

A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.

chroma

the AI-native open-source embedding database

qdrant

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/