Tags: #vector-database

Vector Database
python
27.4k

chroma-core/chroma

An open-source vector database designed as data infrastructure for AI applications, simplifying embedding management and semantic search.

AI Agent Orchestration Platform
Docker
27.7k

simstudioai/sim

An open-source platform for building, deploying, and orchestrating AI agents and agentic workflows with 1,000+ integrations and LLMs.

AI Memory & Knowledge Engine
Python
15.2k

topoteretes/cognee

An open-source knowledge engine designed to build personalized and dynamic memory for AI agents with minimal code.

Vector Database
Go
43.8k

milvus-io/milvus

A high-performance, cloud-native vector database built for scalable Approximate Nearest Neighbor (ANN) search and AI applications.

AI Framework
Python
12.4k

neuml/txtai

An all-in-one AI framework for semantic search, LLM orchestration, and language model workflows, built around an embeddings database.

AI Development Framework
python
3.1k

GiovanniPasq/agentic-rag-for-dummies

A modular framework for building advanced Agentic RAG systems using LangGraph, featuring intelligent query processing, conversation memory, and human-in-the-loop clarification.

Vector Database & Personal RAG System
Python
10.8k

yichuan-w/LEANN

LEANN is an innovative vector database enabling fast, accurate, and 100% private RAG on personal devices with 97% storage savings.

AI Chatbot Application Template
Node.js
16.4k

mayooear/ai-pdf-chatbot-langchain

A customizable AI chatbot template built with LangChain and LangGraph, enabling users to ingest PDF documents, store embeddings, and answer queries using an LLM.

Technical Guide
Python
6.1k

datawhalechina/all-in-rag

A comprehensive, full-stack guide to Retrieval-Augmented Generation (RAG) technology, covering theory, practice, and engineering best practices for building LLM applications.

Vector Database
Docker
16.0k

weaviate/weaviate

An open-source, cloud-native vector database enabling semantic search at scale by combining vector similarity with structured filtering and integrated AI models.

Vector Database and Search Engine
Rust
30.3k

qdrant/qdrant

Qdrant is a high-performance, massive-scale vector database and search engine designed for next-generation AI applications.

LLM Development Educational Course
alpaca
3.4k

iusztinpaul/hands-on-llms

Learn to design, train, and deploy a real-time financial advisor LLM system using a hands-on, three-pipeline approach.

AI Q&A Platform
python
3.0k

rag-web-ui/rag-web-ui

An intelligent dialogue system leveraging RAG technology to build Q&A services based on your custom knowledge base.

AI Data Management Platform
python
9.1k

activeloopai/deeplake

Deep Lake is an AI data runtime and database optimized for deep learning, offering multimodal data storage, querying, vector search, and streaming for LLM and deep learning applications.

AI Agent Plugin
Node.js
5.9k

zilliztech/claude-context

Enhances AI coding agents like Claude Code with semantic search, providing deep, cost-effective context from the entire codebase.

AI Data Platform
python
10.0k

lancedb/lancedb

An open-source, embedded retrieval library and multimodal AI lakehouse designed for fast, scalable vector search and data management in AI/ML applications.

AI Data Platform
java
6.9k

vespa-engine/vespa

A high-performance AI data platform for real-time search, recommendation, and machine learning inference at any scale.

AI-native Vector Database
Docker
4.5k

infiniflow/infinity

An AI-native database optimized for LLM applications, offering incredibly fast hybrid search across dense vectors, sparse vectors, tensors, and full-text data.

AI-Native Search Database
2.5k

oceanbase/seekdb

An AI-native search database that unifies relational, vector, text, JSON, and GIS data in a single engine, enabling hybrid search and in-database AI workflows.

AI-powered Conversational Knowledge Base
Docker
2.8k

pingcap/autoflow

AutoFlow is an open-source, Graph RAG-based conversational knowledge base tool leveraging TiDB Serverless Vector Storage for intelligent search and instant responses.

Distributed Vector Database
kubernetes
2.3k

vearch/vearch

A cloud-native distributed vector database designed for efficient similarity search of embedding vectors in AI applications.

Multi-model Database
4.1k

HelixDB/helix-db

HelixDB is an open-source, Rust-built graph-vector database that consolidates multiple data models to simplify AI application development.

Vector Database Management Tool
Milvus
2.8k

zilliztech/attu

A modern, AI-native management tool for Milvus vector databases, offering multi-cluster management, data exploration, and AI-driven operations.

Learning Resources & Code Examples
Jupyter Notebooks
3.0k

pinecone-io/examples

A comprehensive collection of Jupyter Notebooks and sample applications designed to help users learn and experiment with Pinecone vector databases and common AI patterns.

AI Application Learning Platform
Milvus
2.4k

milvus-io/bootcamp

An interactive learning platform providing tutorials and demos to master Milvus for building AI applications with unstructured data.

Intelligent Knowledge Management Platform
Python
7.8k

zilliztech/deep-searcher

An open-source platform leveraging LLMs and vector databases to enable deep research, intelligent Q&A, and comprehensive reporting on private enterprise data.

Replaces:
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Python Library for Multimodal AI Data
python
3.1k

docarray/docarray

A Python library for representing, transmitting, storing, and retrieving multimodal data, designed for AI applications.

Vector Database Management UI
Docker
2.2k

Mintplex-Labs/vector-admin

A universal UI and tool suite designed to simplify the management, visualization, and interaction with vector databases like Pinecone, Chroma, Qdrant, and Weaviate.

Multimodal AI Data Platform
python
1.5k

pixeltable/pixeltable

A declarative, transactional Python library for building multimodal AI applications with incremental data storage, transformation, indexing, and orchestration.

AI Development and RAG Orchestration Platform
1.1k

EmbeddedLLM/JamAIBase

A collaborative, spreadsheet-like platform for building, experimenting with, and evaluating AI applications, especially those leveraging Retrieval-Augmented Generation (RAG).

AI/ML Database Extension
Postgres
6.7k

postgresml/postgresml

PostgresML integrates machine learning and AI capabilities, including GPU acceleration and large language models, directly into PostgreSQL, eliminating the need for separate systems and data transfers.

LLM Experimentation and Evaluation Tool
Python
3.0k

hegelai/prompttools

An open-source, self-hostable toolkit for testing, experimenting with, and evaluating prompts, large language models (LLMs), and vector databases.

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