Tags: #vector-database
chroma-core/chroma
An open-source vector database designed as data infrastructure for AI applications, simplifying embedding management and semantic search.
simstudioai/sim
An open-source platform for building, deploying, and orchestrating AI agents and agentic workflows with 1,000+ integrations and LLMs.
topoteretes/cognee
An open-source knowledge engine designed to build personalized and dynamic memory for AI agents with minimal code.
milvus-io/milvus
A high-performance, cloud-native vector database built for scalable Approximate Nearest Neighbor (ANN) search and AI applications.
neuml/txtai
An all-in-one AI framework for semantic search, LLM orchestration, and language model workflows, built around an embeddings database.
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.
yichuan-w/LEANN
LEANN is an innovative vector database enabling fast, accurate, and 100% private RAG on personal devices with 97% storage savings.
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.
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.
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.
qdrant/qdrant
Qdrant is a high-performance, massive-scale vector database and search engine designed for next-generation AI applications.
iusztinpaul/hands-on-llms
Learn to design, train, and deploy a real-time financial advisor LLM system using a hands-on, three-pipeline approach.
rag-web-ui/rag-web-ui
An intelligent dialogue system leveraging RAG technology to build Q&A services based on your custom knowledge base.
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.
zilliztech/claude-context
Enhances AI coding agents like Claude Code with semantic search, providing deep, cost-effective context from the entire codebase.
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.
vespa-engine/vespa
A high-performance AI data platform for real-time search, recommendation, and machine learning inference at any scale.
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.
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.
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.
vearch/vearch
A cloud-native distributed vector database designed for efficient similarity search of embedding vectors in AI applications.
HelixDB/helix-db
HelixDB is an open-source, Rust-built graph-vector database that consolidates multiple data models to simplify AI application development.
zilliztech/attu
A modern, AI-native management tool for Milvus vector databases, offering multi-cluster management, data exploration, and AI-driven operations.
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.
milvus-io/bootcamp
An interactive learning platform providing tutorials and demos to master Milvus for building AI applications with unstructured data.
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.
docarray/docarray
A Python library for representing, transmitting, storing, and retrieving multimodal data, designed for AI applications.
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.
pixeltable/pixeltable
A declarative, transactional Python library for building multimodal AI applications with incremental data storage, transformation, indexing, and orchestration.
EmbeddedLLM/JamAIBase
A collaborative, spreadsheet-like platform for building, experimenting with, and evaluating AI applications, especially those leveraging Retrieval-Augmented Generation (RAG).
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.
hegelai/prompttools
An open-source, self-hostable toolkit for testing, experimenting with, and evaluating prompts, large language models (LLMs), and vector databases.