npm
oramasearch/orama
🌌 A complete search engine and RAG pipeline in your browser, server or edge network with support for full-text, vector, and hybrid search in less than 2kb.
Custom licenseSep 26, 2026 · metrics 2.10.0
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Catalogue tag
#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.
100 records
npm
meme-search/meme-search
The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.
Apache-2.0Sep 19, 2026 · metrics 2.10.0
crates.io · PyPI
rustic-ai/uni-db
Uni is a modern, embedded database that combines property graph (OpenCypher), vector search, and columnar storage (Lance) into a single, cohesive engine. It is designed for applications requiring local, fast, and multimodal data access, backed by object storage (S3/GCS) durability.
Apache-2.0Sep 5, 2026 · metrics 2.10.0
PyPI
MaxFreedomPollard/Compartment
Encrypted, fully offline agentic memory. One click install, GUI w/ memory map, all OS and agents. Superior memory creation, storage and retrieval.
Apache-2.0Sep 14, 2026 · metrics 2.10.0
crates.io
SeekStorm/SeekStorm
SeekStorm: vector & lexical search - in-process library & multi-tenancy server, in Rust.
Apache-2.0Sep 9, 2026 · metrics 2.10.0
crates.io · PyPI
alopex-db/alopex
The unified database engine: native SQL, vector search (HNSW), and columnar storage in one Rust engine — from an embedded file to a distributed cluster.
Apache-2.0Oct 21, 2026 · metrics 2.10.0
npm
zvec-ai/zvec-node
High-performance Node.js bindings for Zvec, a lightweight, lightning-fast, in-process vector database
Apache-2.0Sep 13, 2026 · metrics 2.10.0
npm · crates.io
srimon12/qql-rs
Declarative SQL query engine for Qdrant and edge vector databases. Multi-vector dense & BM25 sparse search, hybrid retrieval, CTEs, and MMR in Rust, Python, Node.js, and WebAssembly
MITSep 20, 2026 · metrics 2.10.0
npm
IBazylchuk/paparats-mcp
Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cursor, Copilot, Antigravity and Windsurf.
MITSep 10, 2026 · metrics 2.10.0
npm
SwarmDo/swarmdo
swarmdo — self-contained AI agent orchestration for Claude Code (swarmdo.com)
MITSep 16, 2026 · metrics 2.10.0
crates.io
lexoliu/aither
Providing unified trait abstractions for AI models
MITOct 19, 2026 · metrics 2.10.0
Go
liliang-cn/cortexdb
A pure-Go, single-file AI memory and knowledge graph library and plugin.
MITSep 12, 2026 · metrics 2.10.0
crates.io · PyPI
oramasearch/oramacore
OramaCore is the complete runtime you need for your projects, answer engines, copilots, and search. It includes a fully-fledged full-text search engine, vector database, LLM interface, and many more utilities.
AGPL-3.0Oct 20, 2026 · metrics 2.10.0
npm
MadAppGang/mnemex
Claude code memory, or maybe not code.
No licenseSep 19, 2026 · metrics 2.10.0
Maven · npm
integrallis/vectors
The Ultimate Vectors Library for Java
Apache-2.0Oct 20, 2026 · metrics 2.10.0
NuGet · npm
litegraphdb/litegraph
LiteGraph is a multi-modal AI data platform - a property graph with relational, vector, and MCP support, to power knowledge and AI persistence and retrieval
Custom licenseOct 21, 2026 · metrics 2.10.0
PyPI
LibreChat-AI/rag-api
ID-based RAG FastAPI: Integration with Langchain and PostgreSQL/pgvector
MITOct 18, 2026 · metrics 2.10.0
npm · crates.io · PyPI
TheDeltaLab/lancedb
A fork of lancedb/lancedb, only nodejs/rust SDK will be update in this repo.
Apache-2.0Sep 15, 2026 · metrics 2.10.0
crates.io · PyPI
yp3y5akh0v/citadel
Local-first encrypted memory for AI agents
Apache-2.0Sep 15, 2026 · metrics 2.10.0
Go
sanonone/kektordb
AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contradiction detection, and MCP integration.
Custom licenseSep 11, 2026 · metrics 2.10.0
PyPI
DavidMStraub/sifts
Simple full text & vector search engine Python library
MITSep 30, 2026 · metrics 2.10.0
—
tryAGI/LangChain.Databases
Part of the LangChain.NET project. Has separate abstractions, does not contain dependencies on the main project and can be used independently
MITOct 20, 2026 · metrics 2.10.0
PyPI
hanyeol/model-compose
Deploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhere. Inspired by docker-compose.
MITSep 18, 2026 · metrics 2.10.0
npm
micheleriva/zbsearch
😈 The zero-bs JavaScript-based search engine. Fulltext & vector search wherever JavaScript runs.
Custom licenseSep 15, 2026 · metrics 2.10.0
PyPI
Polign/polign
Object-store-native vector database — releases and product home. One static binary, durability from your own bucket.
Apache-2.0Oct 9, 2026 · metrics 2.10.0
Hex
elchemista/vettore
Elixir in memory VectorDB build with Rust using rustler! It's small, fast, efficient, simple!
Apache-2.0Oct 10, 2026 · metrics 2.10.0
PyPI
l-td/aetherfy-vectors-python-sdk
Python SDK for Aetherfy Vectors — a drop-in replacement for qdrant-client with global sub-50ms latency, built-in analytics, workspace scoping, and client-side payload schema validation.
MITOct 18, 2026 · metrics 2.10.0
Go
bachtiarpanjaitan/ihandai-go
Provider-agnostic Go AI framework for building RAG, agents, and AI-powered applications. Swap LLM providers without code changes — supports Ollama, OpenAI, and more.
No licenseSep 11, 2026 · metrics 2.10.0
Maven
driftkit-ai/driftkit-framework
The only Java AI framework with a complete Dev → Test → Prod prompt lifecycle, featuring multi-agent orchestration and built-in audio processing
Apache-2.0Oct 19, 2026 · metrics 2.10.0
NuGet
hhblaze/DBreeze
C# .NET NOSQL ( key value, object store embedded TextSearch SemanticSearch Vector layer ) ACID multi-paradigm database management system.
BSD-2-ClauseOct 6, 2026 · metrics 2.10.0