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Chroma

Appears in 8 awesome lists

An open-source embedding database for building AI applications with embeddings and semantic search.

Open github.comchroma-core/chroma

Found in these lists

Awesome Ai Agents 2026

Section: RAG and Knowledge Bases · OSS embedding database. Fastest way to build RAG.

ActiveScore 74

Awesome Generative AI Data Scientist

Section: Vector Databases (RAG) · The fastest way to build Python or JavaScript LLM apps with memory!

SlowScore 52

Awesome LLMOps

Section: Vector search · the open source embedding database

ActiveScore 75

Awesome Open Source AI

Section: 5. Retrieval-Augmented Generation (RAG) & Knowledge · Most popular open-source embedding database.

FreshScore 89

Awesome Production Machine Learning

Section: Data Storage Optimisation · Chroma is an open-source embedding database.

FreshScore 92

Awesome Vector Search

Section: Library

ActiveScore 73

Sponsors

Section: Embeddings/Vector Databases · The AI-native open-source embedding database

ActiveScore 78

Awesome Python

Section: Database · An open-source embedding database for building AI applications with embeddings and semantic search.

FreshScore 94

Milvus

Milvus is a cloud-native, open-source vector database built to manage embedding vectors generated by machine learning models and neural networks.

In 14 listsDetails

Mem0

Mem0 is an intelligent memory layer for Large Language Models that enhances personalized AI experiences by retaining and utilizing contextual information across various applications. github | website | docs | discord | twitter | github profile | linkedin

In 13 listsDetails

Infinity

AI-native database built for LLM applications with incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text. Powers RAGFlow's document engine. Apache 2.0 licensed.

In 9 listsDetails

txtai

All-in-one AI framework for semantic search, LLM orchestration and language model workflows. Embeddings database with customizable pipelines.

In 9 listsDetails

Qdrant

Vector Search Engine and Database for the next generation of AI applications. Also available in the cloud

In 8 listsDetails

Pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. Features 350+ connectors with always-in-sync data from SharePoint, Google Drive, S3, Kafka, PostgreSQL and more. BSL 1.1 license (becomes Apache 2.0 after 4 years).

In 8 listsDetails

FAISS

is a library for efficient similarity search and clustering of dense vectors. It contains algorithms that search in sets of vectors of any size, up to ones that possibly do not fit in RAM. It also contains supporting code for evaluation and parameter tuning. Faiss is written in C++ with complete…

In 8 listsDetails

Pinecone

The Pinecone vector database makes it easy to build high-performance vector search applications. Developer-friendly, fully managed, and easily scalable without infrastructure hassles.

In 8 listsDetails