OpenBMB/UltraRAG
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
GitHub repository with 5,579 stars and 427 forks.
Language: Python
Topics: embedding, llm, rag, easy, mcp, openai, vllm, gpt, qwen, deepseek
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
GitHub repository with 5,579 stars and 427 forks.
Language: Python
Topics: embedding, llm, rag, easy, mcp, openai, vllm, gpt, qwen, deepseek
Trending score 0.04, activity score 0.04, stars gained not enough history, forks gained not enough history.
2026-06-05: 5,579 stars and 427 forks.
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).
GitHub repository with 14,403 stars and 1,458 forks.
Trending score: 1.70; stars gained: +28; forks gained: +8.
Language: Python
Topics: llm, lora, llama, sft, multimodal, peft
A vector index built on TurboQuant, written in Rust with Python bindings
GitHub repository with 4,086 stars and 389 forks.
Trending score: 1.70; stars gained: +63; forks gained: +9.
Language: Python
Topics: ann, avx512, embeddings, faiss, nearest-neighbor, neon
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
GitHub repository with 32 stars and 4 forks.
Trending score: 0.49; stars gained: +2; forks gained: +0.
Language: Python
Topics: ai, ai-tools, embedded-systems, embedding, embedding-vectors, mcp
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
GitHub repository with 5,579 stars and 427 forks.
Trending score: 0.04.
Language: Python
Topics: embedding, llm, rag, easy, mcp, openai
The agent that grows with you
GitHub repository with 181,384 stars and 31,127 forks.
Trending score: 5.95; stars gained: +1,867; forks gained: +361.
Language: Python
Topics: ai, ai-agent, ai-agents, anthropic, chatgpt, claude
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.
GitHub repository with 12,942 stars and 833 forks.
Trending score: 5.69; stars gained: +2,829; forks gained: +175.
Language: Python
Topics: agent, ai, anthropic, claude-code, compression, context-engineering
Academic Research Skills for Claude Code: research → write → review → revise → finalize
GitHub repository with 27,327 stars and 2,249 forks.
Trending score: 5.52; stars gained: +1,079; forks gained: +89.
Language: Python
Topics: academic-pipeline, academic-writing, ai-research, claude, claude-code, literature-review
GitHub repository with 30,002 stars and 4,224 forks.
Trending score: 4.88; stars gained: +688; forks gained: +114.
Language: Python
Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.
GitHub repository with 4,221 stars and 528 forks.
Trending score: 4.88; stars gained: +476; forks gained: +68.
Language: Python
An opinionated list of Python frameworks, libraries, tools, and resources
GitHub repository with 301,341 stars and 28,044 forks.
Trending score: 4.60; stars gained: +518; forks gained: +24.
Language: Python
Topics: awesome, python, collections, python-frameworks, python-libraries, python-tools
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).
GitHub repository with 14,403 stars and 1,458 forks.
Trending score: 1.70; stars gained: +28; forks gained: +8.
Language: Python
Topics: llm, lora, llama, sft, multimodal, peft
A vector index built on TurboQuant, written in Rust with Python bindings
GitHub repository with 4,086 stars and 389 forks.
Trending score: 1.70; stars gained: +63; forks gained: +9.
Language: Python
Topics: ann, avx512, embeddings, faiss, nearest-neighbor, neon
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.
GitHub repository with 50 stars and 10 forks.
Trending score: 0.70; stars gained: +4; forks gained: +1.
Language: JavaScript
Topics: 3d, ai-agent, animation, avatar, blockchain, character-studio
The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.
GitHub repository with 32 stars and 4 forks.
Trending score: 0.49; stars gained: +2; forks gained: +0.
Language: Python
Topics: ai, ai-tools, embedded-systems, embedding, embedding-vectors, mcp
Embedding Atlas is a tool that provides interactive visualizations for large embeddings. It allows you to visualize, cross-filter, and search embeddings and metadata.
GitHub repository with 4,787 stars and 296 forks.
Trending score: 0.46; stars gained: +1; forks gained: +1.
Language: TypeScript
Topics: embedding, visualization
A Low-Code MCP Framework for Building Complex and Innovative RAG Pipelines
GitHub repository with 5,579 stars and 427 forks.
Trending score: 0.04.
Language: Python
Topics: embedding, llm, rag, easy, mcp, openai