Vector Databases

Explore 119 open source projects in Vector Databases

Showing 41-60 of 119 projects

ruvnet/ruvector

High-performance vector graph neural network database in Rust for real-time AI inference and graph ML.

2.9K
Active
Rust
Inference
Vector Databases
Rust
#vector-database#gnn#graph-neural-networks

naver/mast3r

A Python library for grounding image matching in 3D using the MASt3R algorithm.

2.8K
Experimental
Python
Computer Vision
API Frameworks
Python
#computer-vision#3d-matching#image-processing

PythonOT/POT

Python library for optimal transport and related problems, useful for machine learning tasks.

2.8K
Active
Python
ML Ops
API Frameworks
Python
#optimal-transport#wasserstein-distance#machine-learning

pingcap/autoflow

A conversational knowledge base tool built with TiDB Serverless Vector Storage for AI-powered workflows.

2.7K
Active
TypeScript
RAG & Vector
Search-as-a-Service
React
#chatbot#knowledge-graph#serverless

zilliztech/attu

The Best GUI for Milvus, a popular open-source vector database management system.

2.7K
Stable
Shell
API Frameworks
Vector Databases
#milvus#vector-database#gui

jlblancoc/nanoflann

A C++11 header-only library for Nearest Neighbor search with KD-trees

2.6K
Stable
C++
LLM Frameworks
React
#nearest-neighbor-search#kd-trees#c++11

mapbox/awesome-vector-tiles

A curated list of awesome projects implementing the Mapbox Vector Tile specification.

2.6K
Stable
Frontend Frameworks
Vector Databases
#vector-tiles#mapping#geospatial

kingjulio8238/Memary

An open-source memory layer for autonomous agents, enabling self-improvement and knowledge management.

2.6K
Archived
Jupyter Notebook
Agents & Orchestration
Vector Databases
Jupyter Notebook
#agents#memory#knowledge-graph

thunlp/NRLPapers

A collection of must-read papers on network representation learning (NRL) and network embedding (NE)

2.5K
Archived
TeX
LLM Frameworks
Vector Databases
#network-embedding#paper-list#machine-learning

oceanbase/seekdb

AI-native database unifying vector, text, and structured data for hybrid search and in-database AI workflows.

2.4K
Active
C++
Vector Databases
Databases
C++
#vector-search#hybrid-search#database

Azure-Samples/graphrag-accelerator

One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure for vibe coders.

2.4K
Experimental
Python
RAG & Vector
BaaS Platforms
Python
#knowledge-graph#rag#vector-databases

milvus-io/bootcamp

This GitHub repository provides a Bootcamp for dealing with unstructured data like reverse image search, audio search, and NLP.

2.4K
Active
Jupyter Notebook
Embeddings
Semantic Search
Python
#audio-search#image-search#nlp

scverse/scanpy

Single-cell analysis in Python, scaling to >100M cells.

2.4K
Active
Python
React
#single-cell analysis#bioinformatics#data-science

open-thoughts/open-thoughts

Fully open data curation for reasoning models for vibe coders building with AI tools.

2.2K
Stable
Python
LLM Frameworks
API Clients & Testing
#open-data#reasoning#vector-database

dmis-lab/biobert

A pre-trained biomedical language representation model for biomedical text mining

2.2K
Archived
Python
React
#biomedical text mining#language representation model#pre-trained

Mintplex-Labs/vector-admin

Manage multiple vector databases (Pinecone, Chroma, Qdrant, Weaviate) with a universal tool suite.

2.2K
Experimental
TypeScript
Vector Databases
Vector Databases
TypeScript
#vector-database#database-management#ai-tools

tensorchord/pgvecto.rs

Scalable, low-latency vector search in Postgres, revolutionizing vector search and databases.

2.2K
Experimental
Rust
Vector Databases
API Frameworks
Rust
#vector-search#postgres#chatgpt

MinishLab/model2vec

A high-performance library for generating state-of-the-art static embeddings for natural language processing tasks.

2.0K
Stable
Python
LLM Frameworks
API Frameworks
Python
#embeddings#machine-learning#nlp

AstraZeneca/awesome-explainable-graph-reasoning

A collection of research papers and software related to explainability in graph machine learning.

2.0K
Archived
Graph Algorithms
Vector Databases
#explainable-ai#explainable-ml#graph

asg017/sqlite-vss

A C++ SQLite extension that provides efficient vector search capabilities using the Faiss library.

2.0K
Archived
C++
Vector Databases
Databases
#faiss#sqlite#vector-search

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