[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
GitHub repository with 36,186 stars and 5,114 forks.
Language: Python
Topics: knowledge-graph, large-language-models, retrieval-augmented-generation, genai, graphrag, llm, rag, gpt, gpt-4
Trending score 1.96, activity score 1.17, stars gained +77, forks gained +9.
2026-06-05: 36,186 stars and 5,114 forks.
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
GitHub repository with 36,186 stars and 5,114 forks.
Trending score: 1.96; stars gained: +77; forks gained: +9.
Language: Python
Topics: knowledge-graph, large-language-models, retrieval-augmented-generation, genai, graphrag, llm
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.
GitHub repository with 360 stars and 39 forks.
Trending score: 1.54; stars gained: +40; forks gained: +4.
Language: Python
Topics: agent-skills, agentic-ai, cli-tool, domain-adaptation, enterprise, enterprise-solutions
đ A zero-dependency, git-backed micro-lesson library for AI Agents to asynchronously share and search verified debugging experience. Python stdlib only.
GitHub repository with 113 stars and 36 forks.
Trending score: 0.86; stars gained: +4; forks gained: +4.
Language: Python
Topics: agent-framework, agent-network, ai-agent, devops, distributed-memory, git-based
Kappa Graph â Îș(G). A semantic knowledge graph where knowledge has weight. Extracts concepts, measures grounding strength, preserves disagreement, traces everything to source.
GitHub repository with 103 stars and 15 forks.
Trending score: 0.81; stars gained: +5; forks gained: +2.
Language: Python
Topics: apache-age, concept-extraction, docker, fastapi, graph-database, knowledge-graph
This is a mathematical discovery engine, which searches new mathematics applying techniques to existing results
GitHub repository with 14 stars and 0 forks.
Trending score: 0.80; stars gained: +5; forks gained: +0.
Language: Python
Topics: artificial-intelligence, automated-reasoning, claude, claude-code, discovery-engine, graph-theory
Codebase for the implementaion of graph-rag system
GitHub repository with 35 stars and 12 forks.
Trending score: 0.78; stars gained: +4; forks gained: +0.
Language: Python
Topics: graph, knowledge-graph, llm, rag, nlp
The agent that grows with you
GitHub repository with 181,633 stars and 31,163 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 13,361 stars and 853 forks.
Trending score: 5.69; stars gained: +2,829; forks gained: +175.
Language: Python
Topics: agent, ai, anthropic, compression, context-engineering, context-window
Academic Research Skills for Claude Code: research â write â review â revise â finalize
GitHub repository with 27,422 stars and 2,253 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 â ready to study, reference, and use while you work.
GitHub repository with 4,250 stars and 534 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 301,371 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
Incremental engine for long horizon agents đ Star if you like it!
GitHub repository with 10,182 stars and 799 forks.
Trending score: 2.57; stars gained: +20; forks gained: +3.
Language: Rust
Topics: agentic-data-framework, ai, ai-agents, change-data-capture, codebase-intelligence, context-engineering
[EMNLP2025] "LightRAG: Simple and Fast Retrieval-Augmented Generation"
GitHub repository with 36,186 stars and 5,114 forks.
Trending score: 1.96; stars gained: +77; forks gained: +9.
Language: Python
Topics: knowledge-graph, large-language-models, retrieval-augmented-generation, genai, graphrag, llm
High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph â average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single static binary, zero dependencies.
GitHub repository with 2,983 stars and 305 forks.
Trending score: 1.94; stars gained: +69; forks gained: +2.
Language: C
Topics: claude-code, code-analysis, code-intelligence, developer-tools, knowledge-graph, mcp
A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/NX4mc_ggEV
GitHub repository with 43,235 stars and 2,659 forks.
Trending score: 1.58; stars gained: +31; forks gained: +3.
Language: Clojure
Topics: knowledge-base, graph, clojurescript, clojure, org-mode, markdown
Synthadoc: An open-source LLM knowledge compilation engine that turns raw documents into structured, local-first wikis. A transparent, human-readable alternative to traditional RAG, which can be self-managed and self-improved without the use of any tools.
GitHub repository with 360 stars and 39 forks.
Trending score: 1.54; stars gained: +40; forks gained: +4.
Language: Python
Topics: agent-skills, agentic-ai, cli-tool, domain-adaptation, enterprise, enterprise-solutions
Build your personal knowledge base with Trilium Notes
GitHub repository with 36,329 stars and 2,428 forks.
Trending score: 1.49; stars gained: +19; forks gained: +3.
Language: TypeScript
Topics: electron, electron-app, knowledge-base, knowledge-graph, knowledge-management, knowledge-management-graph