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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
A personal knowledge base that builds and maintains itself. Drop in sources — Claude (or Codex/Gemini) reads them, extracts knowledge, and maintains a persistent interlinked wiki. Works with Claude Code, Codex, OpenCode, Gemini CLI. No API key needed.
| Date | Stars |
|---|---|
| 2026-07-24 | 3262 |
| 2026-07-25 | 3264 |
| 2026-07-28 | 3264 |
| 2026-07-30 | 3264 |
| 2026-07-31 | 3294 |
| 2026-08-06 | 3294 |
Today
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This week
+30 stars this week
This month
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Momentum
30.0
growth rate 0.92%/day
# LLM Wiki Agent [](LICENSE) **A coding agent skill.** Drop source documents into `raw/` and tell the agent to ingest them — it reads them, extracts knowledge, and builds a persistent interlinked wiki. Every new source makes the wiki richer. You never write it. > Most knowledge tools make you search your own notes. This one reads everything you've collected and writes a structured wiki that compounds over time — cross-references already built, contradictions already flagged, synthesis already done. ``` ingest raw/papers/attention-is-all-you-need.md ``` ``` wiki/ ├── index.md catalog of all pages — updated on every ingest ├── log.md append-only record of every operation ├── overview.md living synthesis across all sources ├── sources/ one summary page per source document ├── entities/ people, companies, projects — auto-created ├── concepts/ ideas, frameworks, methods — auto-created └── syntheses/ query answers filed back as wiki pages graph/ ├── graph.json persistent node/edge data (SHA256-cached) └── graph.html interactive vis.js visualization — open in any browser ``` ## Related Projects - [Open-Generative-AI](https://github.com/Anil-matcha/Open-Generative-AI) — Add AI image & video generation to your knowledge base pipeline - [Open-AI-Design-Agent](https://github.com/Anil-matcha/Open-AI-Design-Agent) — Autonomous AI design agent — pair with wiki agent for research + visual output - [AI-Voice-Agent](https://github.com/Anil-matcha/AI-Voice-Agent) — Self-hosted AI voice agent for real-time voice conversations, sales calls, and customer support ## Install **Requires:** [Claude Code](https://claude.ai/code), [Codex](https://openai.com/codex), [Gemini CLI](https://github.com/google-gemini/gemini-cli), or any agent that reads a config file. ```bash git clone https://github.com/SamurAIGPT/llm-wiki-agent.git cd llm-wiki-agent ``` Open in your agent — no API key or Python setup needed: ```bash claude # reads CLAUDE.md + .claude/commands/ (slash commands available) codex # reads AGENTS.md opencode # reads AGENTS.md gemini # reads GEMINI.md ``` ## Usage All agents understand natural language and shorthand triggers: ``` ingest raw/papers/my-paper.md # ingest a markdown source ingest report.pdf # auto-converts to .md, then ingests ingest slides.pptx notes.docx # batch, mixed formats query: what are the main themes? # synthesize answer from wiki pages lint # find orphans, contradictions, gaps build graph # build graph.html from all wikilinks ``` Plain English works too: ``` "Ingest this paper: raw/papers/llama2.md" "What does the wiki say about attention mechanisms?" "Check for contradictions across sources" "Build the knowledge graph and tell me the most connected nodes" ``` **Claude Code** also provides `/wiki-ingest`, `/wiki-query`, `/wiki-lint`, `/wiki-graph` as slash commands (via `.claude/commands/`). These are Claude Code-specific — other agents use the natural language triggers above, which work identically. Works with markdown, PDF, DOCX, PPTX, XLSX, HTML, TXT, CSV, JSON, XML, RST, EPUB, and more. Non-markdown files are auto-converted via [markitdown](https://github.com/microsoft/markitdown) at ingest time — no separate step needed. ## What You Get **Persistent wiki** — structured markdown pages that accumulate across sessions. Unlike chat, nothing is lost. **Entity pages** — auto-created for every person, company, or project mentioned across sources. Updated each time a new source references them. **Concept pages** — auto-created for every key idea or framework. Cross-referenced to every source that discusses them. **Living overview** — `wiki/overview.md` is revised on every ingest to reflect the current synthesis across everything
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Anil Chandra Naidu Matcha
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T. L.
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Vadootv
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:114b25d9f0319609, topic:rag, topic:knowledge-graph, desc:knowledge base