PyPI
ipython/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
BSD-3-ClauseSep 16, 2026 · metrics 2.10.0
All tags
Catalogue tag
#embedding
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.
41 records
PyPI
redis/redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
MITAug 27, 2026 · metrics 2.10.0
npm · PyPI · crates.io
apple/embedding-atlas
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
MITSep 18, 2026 · metrics 2.10.0
PyPI · Go · npm
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.
Apache-2.0Aug 28, 2026 · metrics 2.10.0
PyPI
modelscope/ms-swift
Use PEFT or Full-parameter to CPT/SFT/DPO/GRPO 600+ LLMs (Qwen3.6, DeepSeek-V4, GLM-5.1, InternLM3, Llama4, ...) and 300+ MLLMs (Qwen3-VL, Qwen3-Omni, InternVL3.5, Ovis2.5, GLM4.5v, Gemma4, Llava, Phi4, ...) (AAAI 2025).
Apache-2.0Aug 27, 2026 · metrics 2.10.0
PyPI
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Apache-2.0Sep 10, 2026 · metrics 2.10.0
PyPI · crates.io
RyanCodrai/turbovec
A vector index built on TurboQuant, written in Rust with Python bindings
MITAug 23, 2026 · metrics 2.10.0
npm
withcatai/node-llama-cpp
Run AI models locally on your machine with node.js bindings for llama.cpp. Enforce a JSON schema on the model output on the generation level
MITAug 27, 2026 · metrics 2.10.0
PyPI · npm
n24q02m/mcp-core
Shared foundation for building MCP servers -- Streamable HTTP transport, OAuth 2.1, browser-based credential setup, and a shared embedding daemon.
Apache-2.0Oct 20, 2026 · metrics 2.10.0
npm
jagreehal/ai-sdk-ollama
A Vercel AI SDK provider for Ollama built on the official ollama package. Type safe, future proof, with cross provider compatibility and native Ollama features.
MITSep 17, 2026 · metrics 2.10.0
npm · PyPI
memtomem/memtomem
Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.
Apache-2.0Sep 18, 2026 · metrics 2.10.0
PyPI
milvus-io/milvus-lite
A lightweight version of Milvus
Apache-2.0Sep 12, 2026 · metrics 2.10.0
Go
Timwood0x10/ARES
ARES is a self-healing multi-agent runtime that combines event sourcing, memory distillation, chaos engineering, and evolutionary workflow optimization.
Apache-2.0Sep 13, 2026 · metrics 2.10.0
RubyGems
dilolabs/nosia
Self-hosted AI RAG + MCP Platform
MITSep 17, 2026 · metrics 2.10.0
npm
BloomLabsInc/genkit-plugins
Community Plugins for Genkit (OpenAI, Groq, Anthropic, Cohere, etc)
Apache-2.0Sep 12, 2026 · metrics 2.10.0
npm · PyPI
sqliteai/sqlite-vector
SQLite-Vector is a cross-platform, ultra-efficient SQLite extension that brings vector search capabilities to your embedded database.
Apache-2.0Oct 21, 2026 · metrics 2.10.0
NuGet
iyulab/FileFlux
.NET RAG document processing library that transforms PDF, DOCX, HWP, and more into optimized chunks via a 5-stage pipeline with Rust-based FFI readers.
MITOct 20, 2026 · metrics 2.10.0
PyPI
n24q02m/fastretrieval
Fast multi-model retrieval runtime: ONNX and GGUF embeddings, reranking, and a declarative model contract
Apache-2.0Sep 18, 2026 · metrics 2.10.0
npm
rush-db/rushdb
RushDB is a graph + vector database and memory layer for AI agents. Push any JSON, get typed, searchable, relationship-aware records back — no schema, no migrations. Built on Neo4j.
No licenseSep 5, 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
crates.io · npm
LingXia-Dev/Rong
Rong is a JavaScript runtime for Rust with a unified API over multiple JS engines. It is designed for embedding, Rust-driven JS APIs, and long-lived worker runtimes.
Apache-2.0Oct 20, 2026 · metrics 2.10.0
npm · crates.io
jonathanong/vurst
No repository description published.
MITSep 9, 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
crates.io
lexoliu/aither
Providing unified trait abstractions for AI models
MITOct 19, 2026 · metrics 2.10.0
npm
hexinmiao96/vue-ai-hooks
No repository description published.
MITSep 15, 2026 · metrics 2.10.0
NuGet
iyulab/FluxIndex
Production-ready .NET 10 RAG library with hybrid vector + keyword search, multi-backend storage (SQLite, PostgreSQL, Neo4j, Qdrant), and MCP server integration.
MITSep 15, 2026 · metrics 2.10.0
npm
zirkelc/chunkdown
Tree-based markdown text splitter
MITOct 21, 2026 · metrics 2.10.0
Go
hexagon-codes/ai-core
AI 能力底座 — 统一 LLM Provider 接口（OpenAI/Anthropic/DeepSeek/Gemini/Ollama），图片生成，视频生成，Embedding，向量存储，记忆管理。Hexagon 生态 L1。
Apache-2.0Sep 8, 2026 · metrics 2.10.0
Go
RealAlexandreAI/json-repair
🔧 Repair JSON！Solution for JSON Anomalies from LLMs.
GPL-3.0Sep 12, 2026 · metrics 2.10.0
PyPI
aetna000/atmem
Local-first, auditable memory for AI agents, with governed retrieval, delegated context delivery, and verifiable execution evidence. Works with OpenClaw, MCP, Pydantic AI, and LangChain/LangGraph. No external API required for local memory. Install with pip: pip install atmem
Apache-2.0Sep 15, 2026 · metrics 2.10.0