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#embedding (12 Repositories)

Ranked open-source repositories tagged with #embedding, scored by pull request acceptance likelihood and maintainer engagement velocity.

Topic Avg Merge Rate

25.6%

Avg Review Latency

40.5h

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12 repositories tagged #embedding

A TierTypeScript 4.9k

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.

80.8%
Merge Rate
10h
First Review
75%
1st-Timers
2
Maintainers
B TierJava 427

LnYo-Cly/ai4j

Java 8+ agentic SDK: unified LLM access (OpenAI/Anthropic/DashScope/Doubao/DeepSeek...), Tool Calling, MCP, RAG, Agent Runtime, and a built-in Coding Agent CLI/TUI/ACP.

98.8%
Merge Rate
17d
First Review
100%
1st-Timers
1
Maintainers
A TierPython 15.4k

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).

77.9%
Merge Rate
3d
First Review
51%
1st-Timers
61
Maintainers
B TierPython 424

redis/redis-vl-python

Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.

50.0%
Merge Rate
7h
First Review
25%
1st-Timers
10
Maintainers
D TierPython 483

TilmanGriesel/chipper

✨ AI interface for tinkerers (Ollama, Haystack RAG, Python)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierJavaScript 101

nirholas/three.ws

Open-source 3D AI agent framework — GLB/glTF avatars with LLM brains, memory, emotions, and autonomous payments. MCP server · x402 · Solana/EVM · Three.js. Embed anywhere as a web component. Character studio, animation gallery, OAuth 2.1. Browser-native.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 5.7k

OpenBMB/UltraRAG

A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 678

TIGER-AI-Lab/VLM2Vec

This repo contains the code for "VLM2Vec / MMEB" [ICLR 2025], "VLM2Vec-V2 / MMEB-V2" [TMLR 2026], and "MMEB-V3" [COLM 2026]

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 175

lumpenspace/raft

RAFT, or Retrieval-Augmented Fine-Tuning, is a method comprising of a fine-tuning and a RAG-based retrieval phase. It is particularly suited for the creation of agents that realistically emulate a specific human target.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierHTML 379

Aquila-Network/aquila

An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 499

cvqluu/Angular-Penalty-Softmax-Losses-Pytorch

Angular penalty loss functions in Pytorch (ArcFace, SphereFace, Additive Margin, CosFace)

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
D TierPython 38.6k

chatchat-space/Langchain-Chatchat

Langchain-Chatchat(原Langchain-ChatGLM)基于 Langchain 与 ChatGLM, Qwen 与 Llama 等语言模型的 RAG 与 Agent 应用 | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain

0.0%
Merge Rate
-
First Review
0%
1st-Timers
0
Maintainers
Best Embedding Open Source Repositories & C-Rank™ | GetMerged