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#vector-database

Every repository in the public record carrying this tag — from its GitHub topics or the keywords its package registries publish. Health is measured under the same versioned methodology as the rest of the record.

40 records
Tagged “vector-database”Ranked by health index
PyPI
94Excellenthealth index
run-llama/llama_index
LlamaIndex is the leading document agent and OCR platform
Python · Jupyter Notebook★ 50.9K↓ 22.9M/moJul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
Go · PyPI
88Excellenthealth index
weaviate/weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
Go★ 16.6KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
Go · PyPI
87Excellenthealth index
creativesoftwarefdn/weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
Go★ 16.6KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
Go · PyPI
87Excellenthealth index
semi-technologies/weaviate
Weaviate is an open-source vector database that stores both objects and vectors, allowing for the combination of vector search with structured filtering with the fault tolerance and scalability of a cloud-native database​.
Go★ 16.6KJul 17, 2026
BSD-3-ClauseJul 17, 2026 · metrics 1.13.0
npm · Maven · PyPI +1
86Excellenthealth index
lancedb/lancedb
Developer-friendly OSS embedded retrieval library for multimodal AI. Search More; Manage Less.
HTML · Rust · Python★ 10.9K↓ 3.2M/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
Go
86Excellenthealth index
milvus-io/milvus
Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search
Go · Python · C++★ 45.2KJul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
Maven · npm
84Goodhealth index
langchain4j/langchain4j
LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.
Java★ 12.6KJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
PyPI
83Goodhealth index
RediSearch/RediSearch
A query and indexing engine for Redis, providing secondary indexing, full-text search, vector similarity search and aggregations.
Rust · C · Python★ 6,187Jul 21, 2026
Custom licenseJul 21, 2026 · metrics 1.13.0
Go · npm · PyPI
83Goodhealth index
genkit-ai/genkit
Open-source framework for building AI-powered apps in JavaScript, Go, and Python, built and used in production by Google
TypeScript · Go · Python★ 6,252Jul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
crates.io
83Goodhealth index
meilisearch/meilisearch
A lightning-fast search engine API bringing AI-powered hybrid search to your sites and applications.
Rust★ 58.6KJul 15, 2026
Custom licenseJul 15, 2026 · metrics 1.13.0
PyPI
83Goodhealth index
milvus-io/pymilvus
Python SDK for Milvus Vector Database
Python★ 1,401↓ 5.6M/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
Maven · RubyGems
83Goodhealth index
vespa-engine/vespa
The AI search platform
Java · C++★ 7,020Jul 16, 2026
Apache-2.0Jul 16, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
alibaba/zvec
A lightweight, lightning-fast, in-process vector database
C++★ 15.2KJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
PyPI
81Goodhealth index
redis/redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
Python★ 416↓ 2.5M/moJul 21, 2026
MITJul 21, 2026 · metrics 1.13.0
PyPI · npm
81Goodhealth index
topoteretes/cognee
Cognee is the open-source AI memory platform for agents. Give your AI agents persistent long-term memory across sessions with a self-hosted knowledge graph engine.
Python · TypeScript★ 28K↓ 1,563/moJul 17, 2026
Apache-2.0Jul 17, 2026 · metrics 1.13.0
PyPI · Go · npm
80Goodhealth index
infiniflow/infinity
The AI-native database built for LLM applications, providing incredibly fast hybrid search of dense vector, sparse vector, tensor (multi-vector), and full-text.
C++★ 4,609Jul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
Packagist · PyPI
78Goodhealth index
LLPhant/LLPhant
LLPhant - A comprehensive PHP Generative AI Framework using OpenAI GPT 4. Inspired by Langchain
PHP★ 1,701↓ 31.6K/moJul 20, 2026
MITJul 20, 2026 · metrics 1.13.0
PyPI · npm
78Goodhealth index
MemPalace/mempalace
The best-benchmarked open-source AI memory system. And it's free.
Python★ 57.4K↓ 77.9K/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
Packagist
78Goodhealth index
neuron-core/neuron-ai
The Agentic Framework of the PHP ecosystem to build production-ready AI driven applications. Connect components (LLMs, Tools, vector DBs, memory) to agents that can interact with your data.
PHP★ 2,012↓ 168.1K/moJul 15, 2026
MITJul 15, 2026 · metrics 1.13.0
npm
75Goodhealth index
Mintplex-Labs/anything-llm
Stop renting your intelligence. Own it with AnythingLLM. Everything you need for a powerful local-first agent experience
JavaScript★ 63.2K↓ 0/moJul 13, 2026
MITJul 13, 2026 · metrics 1.13.0
npm
75Goodhealth index
weaviate/typescript-client
Official Weaviate TypeScript Client
TypeScript★ 101↓ 1.4M/moJul 22, 2026
BSD-3-ClauseJul 22, 2026 · metrics 1.13.0
PyPI
73Goodhealth index
qdrant/qdrant-client
Python client for Qdrant vector search engine
Python★ 1,327↓ 24M/moJul 18, 2026
Apache-2.0Jul 18, 2026 · metrics 1.13.0
PyPI · crates.io
72Goodhealth index
pinecone-io/python-sdk
Official Python SDK for the Pinecone vector database
Python★ 447↓ 7.9M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
npm
70Goodhealth index
BloomLabsInc/genkit-plugins
Community Plugins for Genkit (OpenAI, Groq, Anthropic, Cohere, etc)
TypeScript★ 183↓ 10.8K/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
npm · crates.io
69Moderatehealth index
GlitterKill/sdl-mcp
Symbol Delta Ledger (SDL-MCP) is a policy-centered context budget layer for coding agents: Symbol-graph intelligence combined with precision tools. It turns sprawling codebases into compact, high-signal context that saves tokens, speeds up workflows, and improves agent output.
TypeScript★ 448↓ 17.1K/moJul 17, 2026
Custom licenseJul 17, 2026 · metrics 1.13.0
crates.io · PyPI
69Moderatehealth index
StarlightSearch/EmbedAnything
Highly Performant, Modular, Memory Safe and Production-ready Inference, Ingestion and Indexing built in Rust 🦀
Rust★ 1,281↓ 13.2K/moJul 14, 2026
Apache-2.0Jul 14, 2026 · metrics 1.13.0
crates.io · PyPI
68Moderatehealth index
cyberlife-coder/VelesDB
The local-first memory engine for AI agents. One offline Rust binary fuses vector + graph + columnar under SQL — remember / recall / why over the Model Context Protocol. why() reconnects a decision to its context across sessions, where pure vector recall (Mem0/Zep) goes blind. Runs on server, laptop, browser, edge. Zero cloud.
Rust★ 75Jul 15, 2026
Custom licenseJul 15, 2026 · metrics 1.13.0
Go
64Moderatehealth index
Dakera-AI/dakera-go
Go SDK for Dakera AI agent memory — self-hosted, 88.2% LoCoMo. Vectors, hybrid search, knowledge graphs, sessions.
Go★ 3Jul 19, 2026
Custom licenseJul 19, 2026 · metrics 1.13.0
Go
64Moderatehealth index
liliang-cn/cortexdb
A pure-Go, single-file AI memory and knowledge graph library and plugin.
Go★ 242Jul 21, 2026
MITJul 21, 2026 · metrics 1.13.0
crates.io · PyPI
63Moderatehealth index
yantrikos/yantrikdb
Cognitive memory engine for AI agents — temporal decay, contradiction detection, autonomous consolidation, knowledge graph, ANN recall via HNSW. Embeddable Rust library with Python bindings; powers yantrikdb-server (HTTP gateway, MCP server, openraft cluster). AGPL.
Rust★ 39↓ 4,983/moJul 14, 2026
AGPL-3.0Jul 14, 2026 · metrics 1.13.0