Vector Databases

Explore 119 open source projects in Vector Databases

Showing 1-20 of 119 projects

milvus-io/milvus

High-performance vector database for AI apps

43.1K

Active

Vector Databases

RAG & Vector

#vector-database#cloud-native#ai-search

facebookresearch/faiss

Faiss is a library for efficient similarity search and clustering of dense vectors, supporting CPU and GPU acceleration.

39.3K

Active

C++

RAG & Vector

Vector Databases

#similarity-search#vector-clustering#dense-vectors

QuivrHQ/quivr

Opiniated RAG for GenAI integration in apps

39.0K

Experimental

Python

RAG & Vector

Vector Databases

Python

#ai#rag#vector-database

qdrant/qdrant

Vector database for AI applications

29.3K

Active

Rust

Vector Databases

RAG & Vector

#vector-database#ai-search#embeddings-similarity

chroma-core/chroma

Chroma is a fast, open-source vector database for AI applications, enabling efficient search and retrieval of documents and embeddings.

26.5K

Active

Rust

RAG & Vector

Vector Databases

#ai#database#document-retrieval

pgvector/pgvector

Vector similarity search for Postgres

20.1K

Stable

Vector Databases

#postgres#vector search#approximate nearest neighbor

weaviate/weaviate

Weaviate is an open-source vector database that combines vector search with structured filtering and scalability.

15.7K

Active

Vector Databases

#vector-search#semantic-search#similarity-search

lancedb/lancedb

Open-source embedded retrieval library for building multimodal AI search and recommendation systems.

9.3K

Active

Rust

Similarity Search

Vector Databases

Rust

#approximate-nearest-neighbor-search#image-search#semantic-search

databendlabs/databend

Unified cloud-native data warehouse platform for analytics, search and AI, built on top of S3 storage.

9.2K

Active

Rust

Databases

Rust

#cloud-native#data-warehouse#analytics

activeloopai/deeplake

Versatile database for AI, supporting storage, querying, versioning, and visualization of any AI data.

9.0K

Active

C++

LLM Frameworks

Vector Databases

PyTorch

#ai#data-storage#vector-database

alibaba/zvec

Lightning-fast in-process vector DB for RAG & semantic search in C++

8.7K

Active

C++

Vector Databases

RAG & Vector

C++

#vector-database#in-process#high-performance

reorproject/reor

A private & local AI personal knowledge management app for high entropy people with a focus on vibe coders.

8.5K

Experimental

JavaScript

LLM Frameworks

Vector Databases

React

#ai#local-first#note-taking

stanfordnlp/GloVe

GloVe is a popular model for distributed word representations, providing word vectors for NLP tasks.

7.2K

Experimental

LLM Frameworks

Vector Databases

#nlp#word-embeddings#language-modeling

postgresml/postgresml

Postgres-based database with GPU acceleration for machine learning and AI applications.

6.7K

Experimental

Rust

Vector Databases

Databases

#ai#machine-learning#database

Stability-AI/StableCascade

Official code for Stable Cascade, a framework for building AI-powered applications and services.

6.6K

Archived

Jupyter Notebook

LLM Frameworks

Agents & Orchestration

Next.js

#llm#ai-framework#agent-orchestration

AI4Finance-Foundation/FinRobot

An open-source AI agent platform for financial analysis using large language models (LLMs)

6.3K

Active

Jupyter Notebook

LLM Frameworks

API Frameworks

Jupyter Notebook

#aiagent#chatgpt#finance

microsoft/SPTAG

A high-quality, distributed vector search library for large-scale AI and machine learning applications.

5.0K

Active

C++

Vector Search

API Frameworks

#approximate-nearest-neighbor-search#distributed-serving#space-partition-tree

tensorflow/lucid

A collection of tools for research in neural network interpretability, useful for AI-focused developers.

4.7K

Archived

Jupyter Notebook

Interpretability

Visualization

TensorFlow

#machine-learning#interpretability#visualization

666ghj/MiroFish

A simple and universal swarm intelligence engine for predicting anything, built with Python.

4.5K

Active

Python

Agents & Orchestration

Future Prediction

Python3

#swarm-intelligence#multi-agent-simulation#knowledge-graph

varunshenoy/GraphGPT

A library for extracting knowledge graphs from unstructured text using the GPT-3 language model.

4.4K

Archived

JavaScript

LLM Frameworks

GraphQL

Node

#gpt-3#knowledge-graph#natural-language-processing

2 3 4 5 6

Stay in the loop

Get weekly updates on trending AI coding tools and projects.