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#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.

16 records
Tagged “embedding”Ranked by health index
PyPI
86Excellenthealth index
ipython/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Python★ 16.7K↓ 168M/moJul 22, 2026
BSD-3-ClauseJul 22, 2026 · metrics 1.13.0
PyPI
84Goodhealth index
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).
Python★ 14.8K↓ 103.3K/moJul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
PyPI
82Goodhealth index
modelscope/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).
Python★ 14.8K↓ 0/moJul 14, 2026
Apache-2.0Jul 14, 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 · 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
PyPI
76Goodhealth index
qdrant/fastembed
Fast, Accurate, Lightweight Python library to make State of the Art Embedding
Python · Jupyter Notebook★ 3,092Jul 18, 2026
Apache-2.0Jul 18, 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
PyPI
68Moderatehealth index
milvus-io/milvus-lite
A lightweight version of Milvus
Python★ 448↓ 1.7M/moJul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
Go
63Moderatehealth index
Timwood0x10/ARES
ARES is a self-healing multi-agent runtime that combines event sourcing, memory distillation, chaos engineering, and evolutionary workflow optimization.
Go★ 15Jul 21, 2026
Apache-2.0Jul 21, 2026 · metrics 1.13.0
Go
60Moderatehealth index
RealAlexandreAI/json-repair
🔧 Repair JSON!Solution for JSON Anomalies from LLMs.
Go★ 381Jul 21, 2026
GPL-3.0Jul 21, 2026 · metrics 1.13.0
npm
59Moderatehealth index
therealtimex/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
TypeScript★ 1↓ 41.2K/moJul 17, 2026
MITJul 17, 2026 · metrics 1.13.0
npm
57Moderatehealth index
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.
TypeScript★ 10Jul 18, 2026
MITJul 18, 2026 · metrics 1.13.0
Go
54Moderatehealth index
everyday-items/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。
Go★ 0Jul 15, 2026
Apache-2.0Jul 15, 2026 · metrics 1.13.0
Go · NuGet
51Moderatehealth index
arturoeanton/go-vmnet
A pure-Go IL/CIL interpreter for running real C# assemblies and NuGet packages inside a Go program — no .NET runtime installed on the host.
Go★ 2Jul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
npm · crates.io · PyPI
50Moderatehealth index
photostructure/sqlite-vec
A vector search SQLite extension that runs anywhere! Community fork adding distance constraints, pagination and optimize command to reclaim unused space.
C · Python★ 2↓ 1,188/moJul 20, 2026
Apache-2.0Jul 20, 2026 · metrics 1.13.0
Go
47At riskhealth index
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。
Go★ 0↓ 0/moJul 13, 2026
Apache-2.0Jul 13, 2026 · metrics 1.13.0