{"data":{"node":{"slug":"fabio-rovai-brain-in-the-fish","name":"brain-in-the-fish","tagline":"Score any document. Prove every claim.","github_url":"https://github.com/fabio-rovai/brain-in-the-fish","owner":"fabio-rovai","repo":"brain-in-the-fish","owner_avatar_url":"https://avatars.githubusercontent.com/u/146086869?v=4","primary_language":"Rust","stars":87,"forks":15,"topics":["ai","anti-hallucination","audit-trail","document-evaluation","evidence-verification","fact-checking","hallucination-detection","knowledge-graph","llm-evaluation","mcp-server","multi-agent","ontology","owl","owl-ontology","rdf","rust","sparql","tender-evaluation"],"archived":false,"github_pushed_at":"2026-08-11T19:20:05+00:00","maintenance_label":"Active","stars_delta_30d":4,"url":"https://www.graphcanon.com/tools/fabio-rovai-brain-in-the-fish","markdown_url":"https://www.graphcanon.com/tools/fabio-rovai-brain-in-the-fish.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/fabio-rovai-brain-in-the-fish","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=fabio-rovai-brain-in-the-fish"},"categories":[{"slug":"evaluation-observability","name":"Evaluation & Observability","url":"https://www.graphcanon.com/categories/evaluation-observability","markdown_url":"https://www.graphcanon.com/categories/evaluation-observability.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/evaluation-observability"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"ai","name":"ai"},{"slug":"anti-hallucination","name":"anti-hallucination"},{"slug":"audit-trail","name":"audit-trail"},{"slug":"document-evaluation","name":"document-evaluation"},{"slug":"evidence-verification","name":"evidence-verification"},{"slug":"fact-checking","name":"fact-checking"},{"slug":"hallucination-detection","name":"hallucination-detection"},{"slug":"knowledge-graph","name":"knowledge-graph"}],"edges":[],"neighbours":[{"slug":"binary-husky-gpt-academic","name":"gpt_academic","tagline":"Provides practical interaction interfaces for GPT/GLM LLMs, optimized for academic paper reading, polishing, and writing.","github_url":"https://github.com/binary-husky/gpt_academic","owner":"binary-husky","repo":"gpt_academic","owner_avatar_url":"https://avatars.githubusercontent.com/u/96192199?v=4","primary_language":"Python","stars":71361,"forks":8317,"topics":["academic","chatglm-6b","chatgpt","gpt-4","large-language-models"],"archived":false,"github_pushed_at":"2026-01-25T12:33:10+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/binary-husky-gpt-academic","markdown_url":"https://www.graphcanon.com/tools/binary-husky-gpt-academic.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/binary-husky-gpt-academic","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=binary-husky-gpt-academic","shared_categories":[]},{"slug":"promtengineer-localgpt","name":"localGPT","tagline":"Chat with your documents locally using GPT models","github_url":"https://github.com/PromtEngineer/localGPT","owner":"PromtEngineer","repo":"localGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/134474669?v=4","primary_language":"Python","stars":22202,"forks":2461,"topics":[],"archived":false,"github_pushed_at":"2026-08-26T04:52:30+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/promtengineer-localgpt","markdown_url":"https://www.graphcanon.com/tools/promtengineer-localgpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/promtengineer-localgpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=promtengineer-localgpt","shared_categories":[]},{"slug":"tencent-weknora","name":"WeKnora","tagline":"Open-source LLM knowledge platform for creating a queryable RAG, autonomous reasoning agent, and self-maintaining Wiki.","github_url":"https://github.com/Tencent/WeKnora","owner":"Tencent","repo":"WeKnora","owner_avatar_url":"https://avatars.githubusercontent.com/u/18461506?v=4","primary_language":"Go","stars":19992,"forks":2877,"topics":["agent","agentic","ai","chatbot","embeddings","evaluation","generative-ai","golang","knowledge-base","llm","multi-tenant","multimodel","ollama","openai","question-answering","rag","reranking","semantic-search","vector-search","wiki"],"archived":false,"github_pushed_at":"2026-08-16T05:31:52+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/tencent-weknora","markdown_url":"https://www.graphcanon.com/tools/tencent-weknora.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/tencent-weknora","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=tencent-weknora","shared_categories":["evaluation-observability"]},{"slug":"yusufkaraaslan-skill-seekers","name":"Skill_Seekers","tagline":"Automation tool for converting documentation and code into Claude AI skills","github_url":"https://github.com/yusufkaraaslan/Skill_Seekers","owner":"yusufkaraaslan","repo":"Skill_Seekers","owner_avatar_url":"https://avatars.githubusercontent.com/u/11597362?v=4","primary_language":"Python","stars":15009,"forks":1530,"topics":["ai-tools","ast-parser","automation","claude-ai","claude-skills","code-analysis","conflict-detection","documentation","documentation-generator","github","github-scraper","mcp","mcp-server","multi-source","ocr","pdf","python","web-scraping"],"archived":false,"github_pushed_at":"2026-09-16T20:32:39+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/yusufkaraaslan-skill-seekers","markdown_url":"https://www.graphcanon.com/tools/yusufkaraaslan-skill-seekers.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/yusufkaraaslan-skill-seekers","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=yusufkaraaslan-skill-seekers","shared_categories":["model-training"]},{"slug":"rucaibox-llmsurvey","name":"LLMSurvey","tagline":"A collection of papers and resources related to Large Language Models","github_url":"https://github.com/RUCAIBox/LLMSurvey","owner":"RUCAIBox","repo":"LLMSurvey","owner_avatar_url":"https://avatars.githubusercontent.com/u/54706620?v=4","primary_language":"Python","stars":12216,"forks":930,"topics":["chain-of-thought","chatgpt","in-context-learning","instruction-tuning","large-language-models","llm","llms","natural-language-processing","pre-trained-language-models","pre-training","rlhf"],"archived":false,"github_pushed_at":"2025-03-11T09:51:42+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/rucaibox-llmsurvey","markdown_url":"https://www.graphcanon.com/tools/rucaibox-llmsurvey.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/rucaibox-llmsurvey","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=rucaibox-llmsurvey","shared_categories":["model-training"]},{"slug":"future-house-paper-qa","name":"paper-qa","tagline":"High accuracy RAG for answering questions from scientific documents with citations","github_url":"https://github.com/Future-House/paper-qa","owner":"Future-House","repo":"paper-qa","owner_avatar_url":"https://avatars.githubusercontent.com/u/131727825?v=4","primary_language":"Python","stars":9048,"forks":907,"topics":["ai","rag","science","search"],"archived":false,"github_pushed_at":"2026-08-12T15:33:57+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/future-house-paper-qa","markdown_url":"https://www.graphcanon.com/tools/future-house-paper-qa.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/future-house-paper-qa","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=future-house-paper-qa","shared_categories":["model-training"]},{"slug":"zilliztech-deep-searcher","name":"deep-searcher","tagline":"Open Source Deep Research Alternative to Reason and Search on Private Data.","github_url":"https://github.com/zilliztech/deep-searcher","owner":"zilliztech","repo":"deep-searcher","owner_avatar_url":"https://avatars.githubusercontent.com/u/18416694?v=4","primary_language":"Python","stars":8060,"forks":775,"topics":["agent","agentic-rag","claude","deep-research","deepseek","deepseek-r1","grok","grok3","llama4","llm","milvus","openai","qwen3","rag","reasoning-models","vector-database","zilliz"],"archived":false,"github_pushed_at":"2025-11-19T06:04:16+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/zilliztech-deep-searcher","markdown_url":"https://www.graphcanon.com/tools/zilliztech-deep-searcher.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zilliztech-deep-searcher","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zilliztech-deep-searcher","shared_categories":[]},{"slug":"agentset-ai-agentset","name":"agentset","tagline":"The open-source RAG platform with built-in citations and support for deep research","github_url":"https://github.com/agentset-ai/agentset","owner":"agentset-ai","repo":"agentset","owner_avatar_url":"https://avatars.githubusercontent.com/u/200139246?v=4","primary_language":"TypeScript","stars":2092,"forks":187,"topics":["agentic-rag","ai","ai-agents","ai-sdk","chatbots","embeddings","genai","llms","memory","memory-management","rag","vercel-ai-sdk"],"archived":false,"github_pushed_at":"2026-07-16T13:11:34+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/agentset-ai-agentset","markdown_url":"https://www.graphcanon.com/tools/agentset-ai-agentset.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/agentset-ai-agentset","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=agentset-ai-agentset","shared_categories":[]},{"slug":"mmz-001-knowledge-gpt","name":"knowledge_gpt","tagline":"Accurate answers and instant citations for your documents.","github_url":"https://github.com/mmz-001/knowledge_gpt","owner":"mmz-001","repo":"knowledge_gpt","owner_avatar_url":"https://avatars.githubusercontent.com/u/70096033?v=4","primary_language":"Python","stars":1628,"forks":782,"topics":[],"archived":true,"github_pushed_at":"2024-05-29T21:23:51+00:00","maintenance_label":"Archived","url":"https://www.graphcanon.com/tools/mmz-001-knowledge-gpt","markdown_url":"https://www.graphcanon.com/tools/mmz-001-knowledge-gpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mmz-001-knowledge-gpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mmz-001-knowledge-gpt","shared_categories":["evaluation-observability"]},{"slug":"skywalkerdarren-chatweb","name":"chatWeb","tagline":"ChatWeb can crawl web pages and various document types for content extraction and summarization.","github_url":"https://github.com/SkywalkerDarren/chatWeb","owner":"SkywalkerDarren","repo":"chatWeb","owner_avatar_url":"https://avatars.githubusercontent.com/u/20706299?v=4","primary_language":"Python","stars":917,"forks":136,"topics":["ai","chatgpt","crawler","docx","embedding","faiss","gpt","gpt-35-turbo","news-extractor","newspaper","openai","pdf","pgvector","postgresql","vector-database"],"archived":false,"github_pushed_at":"2026-05-25T16:56:25+00:00","maintenance_label":"Slowing","url":"https://www.graphcanon.com/tools/skywalkerdarren-chatweb","markdown_url":"https://www.graphcanon.com/tools/skywalkerdarren-chatweb.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/skywalkerdarren-chatweb","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=skywalkerdarren-chatweb","shared_categories":[]},{"slug":"benchflow-ai-awesome-evals","name":"awesome-evals","tagline":"A curated library of resources for building and evaluating AI agents","github_url":"https://github.com/benchflow-ai/awesome-evals","owner":"benchflow-ai","repo":"awesome-evals","owner_avatar_url":"https://avatars.githubusercontent.com/u/190338344?v=4","primary_language":null,"stars":901,"forks":104,"topics":["agent-evaluation","ai-agents","awesome","awesome-list","benchmarks","evals","llm","llm-evaluation","rl-environments"],"archived":false,"github_pushed_at":"2026-09-15T17:49:19+00:00","maintenance_label":"Very active","url":"https://www.graphcanon.com/tools/benchflow-ai-awesome-evals","markdown_url":"https://www.graphcanon.com/tools/benchflow-ai-awesome-evals.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/benchflow-ai-awesome-evals","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=benchflow-ai-awesome-evals","shared_categories":["evaluation-observability"]},{"slug":"declare-lab-instruct-eval","name":"instruct-eval","tagline":"Quantitative evaluation for instruction-tuned language models","github_url":"https://github.com/declare-lab/instruct-eval","owner":"declare-lab","repo":"instruct-eval","owner_avatar_url":"https://avatars.githubusercontent.com/u/59164695?v=4","primary_language":"Python","stars":553,"forks":45,"topics":["instruct-tuning","llm"],"archived":false,"github_pushed_at":"2024-03-10T05:00:00+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/declare-lab-instruct-eval","markdown_url":"https://www.graphcanon.com/tools/declare-lab-instruct-eval.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/declare-lab-instruct-eval","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=declare-lab-instruct-eval","shared_categories":["evaluation-observability"]}]}}