All Vector Databases

2,997 tools ranked by quality score · Page 2 of 30

Showing 101–200 of 2,997

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#	Tool	Score	Tier	Category	Stars	Language
101	fzliu/radient Radient turns many data types (not just text) into vectors for similarity...	58	Established	vector-database-management	283	Python
102	matte1782/edgevec High-performance vector search for Browser, Node, and Edge	58	Established	high-performance-vector-search	87	Rust
103	weaviate/typescript-client Official Weaviate TypeScript Client	58	Established	weaviate-ecosystem	97	TypeScript
104	Azure-Samples/SQL-AI-samples Samples using AI and Azure SQL DB	57	Established	natural-language-sql-builders	303	HTML
105	redis-developer/redis-ai-resources ✨ A curated list of awesome community resources, integrations, and examples...	57	Established	redis-vector-caching	432	Jupyter Notebook
106	blueraai/bluera-knowledge Local knowledge search for AI coding agents. Index repos, docs, and files...	57	Established	claude-code-knowledge-systems	10	TypeScript
107	abhijithneilabraham/tableQA AI Tool for querying natural language on tabular data.	57	Established	semantic-search-engines	318	Python
108	memvid/memvid Memory layer for AI Agents. Replace complex RAG pipelines with a serverless,...	57	Established	agent-memory-systems	13,421	Rust
109	mateogianolio/vectorious Linear algebra in TypeScript.	57	Established	javascript-gpu-tensor-libraries	920	TypeScript
110	marcominerva/SqlDatabaseVectorSearch A Blazor Web App and Minimal API for performing RAG (Retrieval Augmented...	57	Established	semantic-search-engines	135	C#
111	jina-ai/vectordb A Python vector database you just need - no more, no less.	57	Established	vector-db-from-scratch	644	Python
112	FalkorDB/falkordb-browser FalkorDB-Browser is a visualization UI for FalkorDB.	57	Established	langchain-starter-projects	97	TypeScript
113	VectorDB-NTU/RaBitQ-Library A lightweight library for the RaBitQ algorithm and its applications in vector search.	56	Established	vector-db-from-scratch	129	C++
114	TusKANNy/kannolo Official repository of the kANNolo library.	56	Established	rust-native-vectordbs	49	Rust
115	devflowinc/trieve All-in-one platform for search, recommendations, RAG, and analytics offered via API	56	Established	high-performance-vector-search	2,610	Rust
116	notadev-iamaura/OneRAG Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6...	56	Established	rag-quality-assurance	113	Python
117	ob-labs/ChatBot ChatBot, show how to implement a RAG based on OceanBase or OceanBase seekdb...	56	Established	self-hosted-support-chatbots	51	Python
118	ErickWendel/neo4j-ai-experiments Examples of my tutorial on how to use Neo4j for empowering AI RAG systems	56	Established	nlp-fundamentals-tutorials	74	JavaScript
119	datawhalechina/easy-vecdb 📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://easy-vecdb.datawhale.cc/	56	Established	vector-db-from-scratch	226	Jupyter Notebook
120	plastic-labs/honcho Memory library for building stateful agents	56	Established	agent-memory-systems	481	Python
121	oceanbase/pyobvector A Python SDK for OceanBase Multimodal Store—enabling vector search,...	56	Established	rust-native-vectordbs	17	Python
122	Shah91n/WeaviateDB-Cluster-WebApp Weaviate Cluster WebApp is built to manage and interact with Weaviate Vector Database	55	Established	weaviate-ecosystem	39	Python
123	fergiemcdowall/search-index A persistent, network resilient, full text search library for the browser and Node.js	55	Established	semantic-search-engines	1,425	JavaScript
124	postgresml/korvus Korvus is a search SDK that unifies the entire RAG pipeline in a single...	55	Established	postgres-vector-rag	1,459	Rust
125	RelevanceAI/relevanceai Home of the AI workforce - Multi-agent system, AI agents & tools	55	Established	agentic-ai-platforms	275	Python
126	flanker/chromadb-admin Admin UI for Chroma embedding database built with Next.js	55	Established	chroma-database-tools	277	TypeScript
127	msoedov/vector_lake S3 vector database for LLM Agents and RAG.	55	Established	vector-database-management	57	Python
128	lightonai/next-plaid NextPlaid, ColGREP: Multi-vector search, from database to coding agents.	55	Established	rust-native-vectordbs	210	Rust
129	zilliztech/attu The Best GUI for Milvus	55	Established	milvus-vector-database	2,698	Shell
130	NeumTry/NeumAI Neum AI is a best-in-class framework to manage the creation and...	55	Established	generative-ai-learning	867	Python
131	thustorage/PipeANN A low-latency, billion-scale, and updatable graph-based vector store on SSD.	55	Established	vector-db-from-scratch	102	Jupyter Notebook
132	kantord/SeaGOAT local-first semantic code search engine	55	Established	claude-code-knowledge-systems	1,277	Python
133	cyborginc/cyborgdb-py Python Client SDK for CyborgDB: The Confidential Vector Database	55	Established	rust-native-vectordbs	7	Python
134	weaviate/weaviate-io Website for the Weaviate vector database	55	Established	weaviate-ecosystem	87	MDX
135	zilliztech/vts VTS is a tool designed for the transformation and transportation of vectors...	55	Established	vector-database-management	114	Java
136	nath1295/LLMFlex A python package for developing AI applications with local LLMs.	55	Established	nlp-fundamentals-tutorials	150	Python
137	surrealdb/docs.surrealdb.com The documentation for SurrealDB, powered by Astro	55	Established	vector-database-management	113	MDX
138	AI-Northstar-Tech/vector-io Comprehensive Vector Data Tooling. The universal interface for all vector...	54	Established	vector-database-management	266	Jupyter Notebook
139	featureform/featureform The Virtual Feature Store. Turn your existing data infrastructure into a...	54	Established	vector-database-management	1,968	Go
140	smclab/openk9 🔍 Open Source Enterprise Cognitive Search Engine	54	Established	semantic-search-engines	48	Java
141	pingcap/autoflow pingcap/autoflow is a Graph RAG based and conversational knowledge base tool...	54	Established	agentic-rag-systems	2,745	TypeScript
142	unohee/OpenSwarm OpenSwarm — Autonomous AI dev team orchestrator powered by Claude Code CLI....	54	Established	database	378	TypeScript
143	zjohn77/retrieval Tunable full text search engine in JavaScript that: (1) works natively on...	54	Established	semantic-search-engines	35	JavaScript
144	TileDB-Inc/TileDB-Vector-Search Cloud-native vector similarity search and storage with efficient, serverless...	54	Established	vector-database-management	66	Jupyter Notebook
145	dexaai/pinecone-client Pinecone.io client with excellent TypeScript support.	54	Established	pinecone-vector-search	117	TypeScript
146	Azure-Samples/azure-sql-db-vector-search Samples about using vector in SQL Server and Azure SQL	54	Established	semantic-search-engines	91	Jupyter Notebook
147	Shannon-Data/ShannonBase The Next-Gen Database for AI—an infrastructure designed for data and AI. As...	53	Established	text-to-sql-rag	165	C++
148	video-db/videodb-node VideoDB Nodejs SDK	53	Established	typescript-sdk-clients	14	TypeScript
149	pmbstyle/Alice Alice is a voice-first desktop AI assistant application built with Vue.js,...	53	Established	self-hosted-support-chatbots	228	TypeScript
150	amikos-tech/chromadb-java-client A thin client for Chroma Vector DB implemented in Java	53	Established	kotlin-ml-frameworks	75	Java
151	StreamIntelligenceLab/Kolibrie A SPARQL database, RDF Stream Processing Engine and RDF toolkit	53	Established	rust-tensor-frameworks	34	Rust
152	TusKANNy/seismic Official repository of the Seismic library.	53	Established	rust-native-vectordbs	115	Rust
153	oramasearch/orama 🌌 A complete search engine and RAG pipeline in your browser, server or edge...	53	Established	semantic-search-engines	10,221	TypeScript
154	deven96/ahnlich Suite of tools containing an in-memory vector datastore and AI proxy	53	Established	rust-native-vectordbs	185	Rust
155	remembra-ai/remembra Universal memory layer for AI applications. Self-host in minutes. Open source.	53	Established	agent-memory-systems	6	HTML
156	marklubin/synix Memory architectures that evolve with your agent	52	Established	agent-memory-systems	6	Python
157	anaslimem/CortexaDB It is a simple, fast, and hard-durable embedded database designed...	52	Established	rust-native-vectordbs	27	Rust
158	kothapavan1998/deeprecall Recursive reasoning engine for AI agents and vector databases. Powered by MIT's RLM.	52	Established	agent-memory-systems	8	Python
159	oramasearch/oramacore OramaCore is the complete runtime you need for your projects, answer...	52	Established	semantic-search-engines	245	Rust
160	apconw/Aix-DB Aix-DB 基于 LangChain/LangGraph 框架，结合 MCP Skills 多智能体协作架构，实现自然语言到数据洞察的端到端转换。	52	Established	vector-embedding-storage	2,001	JavaScript
161	zilliztech/deep-searcher Open Source Deep Research Alternative to Reason and Search on Private Data....	52	Established	claude-code-knowledge-systems	7,700	Python
162	tensorchord/vechord Turn PostgreSQL into your search engine in a Pythonic way.	52	Established	postgresql-vector-extensions	51	Python
163	treygrainger/ai-powered-search The codebase for the book "AI-Powered Search" (Manning Publications, 2025)	52	Established	semantic-search-engines	372	Jupyter Notebook
164	vortezwohl/Bhakti An easy-to-use vector database.	52	Established	vector-db-from-scratch	37	Python
165	kreeben/resin Language model search engine built on a vector database and an anything...	51	Established	semantic-search-engines	576	C#
166	john0isaac/rag-semantic-kernel-mongodb-vcore A sample for implementing retrieval augmented generation using Azure Open AI...	51	Established	dotnet-azure-rag	37	Bicep
167	batteries-included/batteries-included Batteries Included is a Kubernetes based software platform for database, ai,...	51	Established	agentic-ai-platforms	86	Elixir
168	luyug/GradCache Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint	51	Established	redis-vector-caching	429	Python
169	neonwatty/meme-search The open source Meme Search Engine and Finder. Free and built to self-host...	51	Established	semantic-search-engines	640	HTML
170	upstash/semantic-cache A fuzzy key value store based on semantic similarity rather lexical equality.	51	Established	high-performance-vector-search	293	TypeScript
171	athrael-soju/Snappy 🐊 Snappy's unique approach unifies vision-language late interaction with...	51	Established	multi-pdf-qa-systems	83	Python
172	weaviate/weaviate-examples Weaviate vector database – examples	51	Established	weaviate-ecosystem	329	HTML
173	datadrivenconstruction/OpenConstructionEstimate-DDC-CWICR Open multilingual construction cost database for AI Agents - 55K+ work...	51	Established	claude-code-knowledge-systems	90	HTML
174	radxa/radxa-som-projects Radxa SoM carrier board design files + agentic hardware-db	51	Established	agent-framework-patterns	65	Python
175	savantskie/persistent-ai-memory A persistent local memory for AI, LLMs, or Copilot in VS Code.	51	Established	agent-memory-systems	207	Python
176	rryam/VecturaKit Swift-based vector database for on-device RAG using MLTensor and MLX Embedders	51	Established	high-performance-vector-search	263	Swift
177	qdrant/java-client Official Java client for Qdrant	51	Established	qdrant-vector-search	84	Java
178	Mintplex-Labs/vector-admin The universal tool suite for vector database management. Manage Pinecone,...	51	Established	vector-database-management	2,173	TypeScript
179	Couchbase-Ecosystem/langchain-couchbase Couchbase integration with LangChain	51	Established	langchain-framework-guides	3	Python
180	DavidMStraub/sifts Simple full text & vector search engine Python library	50	Established	semantic-search-engines	4	Python
181	7-docs/7-docs Use local files or public GitHub repository as a source and ask questions...	50	Established	pdf-document-chatbots	126	TypeScript
182	cool-japan/oxirs Rust-native, modular platform for Semantic Web, SPARQL 1.2, GraphQL, and...	50	Established	rust-tensor-frameworks	46	Rust
183	Scottcjn/ram-coffers RAM Coffers: Conditional Memory via NUMA-Distributed Weight Banking - O(1)...	50	Established	llm-inference-engines	63	C
184	hora-search/hora 🚀 efficient approximate nearest neighbor search algorithm collections...	50	Established	rust-ml-libraries	2,659	Rust
185	teddynote-lab/langconnect-client A Modern GUI Interface for Vector Database Management(Supports MCP integration)	50	Established	vector-database-management	321	TypeScript
186	ejaasaari/lorann Approximate Nearest Neighbor search using reduced-rank regression, with...	50	Established	vector-db-from-scratch	51	C++
187	stackitcloud/rag-template Template for AI chatbots & document management using Retrieval-Augmented...	50	Established	self-hosted-support-chatbots	65	Python
188	AstraBert/ingest-anything From data to vector database effortlessly	50	Established	vector-database-management	89	Python
189	pgalko/BambooAI A Python library powered by Language Models (LLMs) for conversational data...	50	Established	pdf-document-chatbots	768	Python
190	muxi-ai/faissx High-performance remote FAISS server for vector similarity search, with full...	50	Established	vector-db-from-scratch	4	Python
191	wizenheimer/tinkerbird Client Side Vector Database	50	Established	vector-database-management	272	TypeScript
192	joanrod/star-vector StarVector is a foundation model for SVG generation that transforms...	50	Established	multimodal-vision-language	4,299	Python
193	dice-group/LIMES Link Discovery Framework for Metric Spaces.	50	Established	huggingface-hub-clients	133	JavaScript
194	mongodb/chatbot MongoDB Knowledge Service. Powered by MongoDB and Atlas Vector Search.	49	Emerging	personal-knowledge-assistants	197	TypeScript
195	rsharp-lang/R-sharp R# language is a kind of R liked vectorized language implements on .NET...	49	Emerging	—	32	Visual Basic .NET
196	Robothy/local-s3 An Amazon S3 service implementation based on Netty.	49	Emerging	qdrant-vector-search	62	Java
197	BlackyDrum/chromadb-ui Modern ChromaDB web UI for browsing collections, inspecting records, running...	49	Emerging	database	12	Vue
198	redis-developer/redis-product-search Visual and semantic vector similarity with Redis Stack, FastAPI, PyTorch and...	48	Emerging	redis-vector-caching	172	TypeScript
199	redis-developer/ArXivChatGuru Use ArXiv ChatGuru to talk to research papers. This app uses LangChain,...	48	Emerging	pdf-document-chatbots	554	Python
200	dangkhoasdc/awesome-vector-database A curated list of awesome works related to high dimensional structure/vector...	48	Emerging	vector-database-management	334	—

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