{"data":{"node":{"slug":"getmetal-motorhead","name":"motorhead","tagline":"💡 Motorhead is a memory and information retrieval server for LLMs.","github_url":"https://github.com/getmetal/motorhead","owner":"getmetal","repo":"motorhead","owner_avatar_url":"https://avatars.githubusercontent.com/u/75705874?v=4","primary_language":"Rust","stars":917,"forks":87,"topics":["llmops","llms","machine-learning","ml","mlops","rust"],"archived":false,"github_pushed_at":"2025-07-22T10:57:30+00:00","maintenance_label":"Dormant","stars_delta_30d":1,"url":"https://www.graphcanon.com/tools/getmetal-motorhead","markdown_url":"https://www.graphcanon.com/tools/getmetal-motorhead.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/getmetal-motorhead","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=getmetal-motorhead"},"categories":[{"slug":"data-retrieval","name":"Data & Retrieval","url":"https://www.graphcanon.com/categories/data-retrieval","markdown_url":"https://www.graphcanon.com/categories/data-retrieval.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/data-retrieval"}],"tags":[{"slug":"llmops","name":"llmops"},{"slug":"llms","name":"llms"},{"slug":"machine-learning","name":"machine-learning"},{"slug":"ml","name":"ml"},{"slug":"mlops","name":"mlops"},{"slug":"rust","name":"rust"}],"edges":[{"type":"alternative","direction":"out","explanation":"Motorhead and mempalace both offer AI memory systems, functioning as alternatives to each other.","successor_context":null,"tool":{"slug":"mempalace-mempalace","name":"mempalace","tagline":"The best-benchmarked open-source AI memory system","github_url":"https://github.com/MemPalace/mempalace","owner":"MemPalace","repo":"mempalace","owner_avatar_url":"https://avatars.githubusercontent.com/u/275135684?v=4","primary_language":"Python","stars":59143,"forks":7565,"topics":["ai","chromadb","llm","mcp","memory","python"],"archived":false,"github_pushed_at":"2026-09-18T07:55:23+00:00","maintenance_label":"Very active","stars_delta_30d":743,"url":"https://www.graphcanon.com/tools/mempalace-mempalace","markdown_url":"https://www.graphcanon.com/tools/mempalace-mempalace.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mempalace-mempalace","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mempalace-mempalace"}},{"type":"related","direction":"out","explanation":"While Dolt focuses more on data version control akin to Git but for databases and Motorhead is a memory server for LLMs, both tools support different aspects of working with AI-related projects.","successor_context":null,"tool":{"slug":"dolthub-dolt","name":"dolt","tagline":"Git for Data","github_url":"https://github.com/dolthub/dolt","owner":"dolthub","repo":"dolt","owner_avatar_url":"https://avatars.githubusercontent.com/u/42156961?v=4","primary_language":"Go","stars":24474,"forks":873,"topics":["agent-memory","agent-memory-server","ai-agents","ai-database","data-version-control","data-versioning","database","database-version-control","database-versioning","decentralized-database","git","git-database","git-for-data","git-for-databases","git-sql","immutable-database","mariadb","mysql","sql","version-controlled-database"],"archived":false,"github_pushed_at":"2026-09-18T21:43:46+00:00","maintenance_label":"Very active","stars_delta_30d":249,"url":"https://www.graphcanon.com/tools/dolthub-dolt","markdown_url":"https://www.graphcanon.com/tools/dolthub-dolt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/dolthub-dolt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=dolthub-dolt"}},{"type":"related","direction":"out","explanation":null,"successor_context":null,"tool":{"slug":"chatchat-space-langchain-chatchat","name":"Langchain-Chatchat","tagline":"Local knowledge-based LLM RAG and Agent app with Langchain","github_url":"https://github.com/chatchat-space/Langchain-Chatchat","owner":"chatchat-space","repo":"Langchain-Chatchat","owner_avatar_url":"https://avatars.githubusercontent.com/u/139558948?v=4","primary_language":"Python","stars":38644,"forks":6265,"topics":["chatbot","chatchat","chatglm","chatgpt","embedding","faiss","fastchat","gpt","knowledge-base","langchain","langchain-chatglm","llama","llm","milvus","ollama","qwen","rag","retrieval-augmented-generation","streamlit","xinference"],"archived":false,"github_pushed_at":"2025-11-10T09:27:42+00:00","maintenance_label":"Slowing","stars_delta_30d":122,"url":"https://www.graphcanon.com/tools/chatchat-space-langchain-chatchat","markdown_url":"https://www.graphcanon.com/tools/chatchat-space-langchain-chatchat.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/chatchat-space-langchain-chatchat","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=chatchat-space-langchain-chatchat"}},{"type":"alternative","direction":"out","explanation":"Both Motorhead and ragflow are focused on Retrieval-Augmented Generation (RAG) systems, facilitating the use of contextual information with LLMs for varied applications.","successor_context":null,"tool":{"slug":"infiniflow-ragflow","name":"ragflow","tagline":"Retrieval-Augmented Generation (RAG) engine with agent capabilities","github_url":"https://github.com/infiniflow/ragflow","owner":"infiniflow","repo":"ragflow","owner_avatar_url":"https://avatars.githubusercontent.com/u/69962740?v=4","primary_language":"Go","stars":90923,"forks":10767,"topics":["agent-harness","agentic-ai","agentic-nagive","agentic-retrieval","agentic-search","ai","ai-agents","context-engine","context-engineering","context-management","harness-engineering","knowledge-compilation","rag","retrieval-augmented-generation","search-harness"],"archived":false,"github_pushed_at":"2026-09-18T07:56:25+00:00","maintenance_label":"Very active","stars_delta_30d":4382,"url":"https://www.graphcanon.com/tools/infiniflow-ragflow","markdown_url":"https://www.graphcanon.com/tools/infiniflow-ragflow.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/infiniflow-ragflow","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=infiniflow-ragflow"}},{"type":"alternative","direction":"out","explanation":"Both Khoj and Motorhead serve as memory systems aimed at assisting LLMs by providing context and session persistence, making them direct competitors in functionality.","successor_context":null,"tool":{"slug":"khoj-ai-khoj","name":"khoj","tagline":"Self-hostable AI second brain for personalized research and automation","github_url":"https://github.com/khoj-ai/khoj","owner":"khoj-ai","repo":"khoj","owner_avatar_url":"https://avatars.githubusercontent.com/u/134046886?v=4","primary_language":"Python","stars":37399,"forks":2484,"topics":["agent","ai","assistant","chat","chatgpt","emacs","image-generation","llama3","llamacpp","llm","obsidian","obsidian-md","offline-llm","productivity","rag","research","self-hosted","semantic-search","stt","whatsapp-ai"],"archived":false,"github_pushed_at":"2026-08-02T01:55:40+00:00","maintenance_label":"Steady","stars_delta_30d":887,"url":"https://www.graphcanon.com/tools/khoj-ai-khoj","markdown_url":"https://www.graphcanon.com/tools/khoj-ai-khoj.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/khoj-ai-khoj","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=khoj-ai-khoj"}},{"type":"alternative","direction":"out","explanation":"Quivr and Motorhead both provide tools to integrate General Artificial Intelligence (GenAI) into applications, focusing on memory retrieval for LLMs.","successor_context":null,"tool":{"slug":"quivrhq-quivr","name":"quivr","tagline":"Opiniated RAG for integrating GenAI in your apps","github_url":"https://github.com/The-Vibe-Company/quivr","owner":"The-Vibe-Company","repo":"quivr","owner_avatar_url":"https://avatars.githubusercontent.com/u/252322352?v=4","primary_language":"Python","stars":39533,"forks":3731,"topics":["ai","api","chatbot","chatgpt","database","docker","framework","frontend","groq","html","javascript","llm","openai","postgresql","privacy","rag","react","security","typescript","vector"],"archived":false,"github_pushed_at":"2026-08-31T18:02:45+00:00","maintenance_label":"Active","stars_delta_30d":132,"url":"https://www.graphcanon.com/tools/quivrhq-quivr","markdown_url":"https://www.graphcanon.com/tools/quivrhq-quivr.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/quivrhq-quivr","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=quivrhq-quivr"}},{"type":"related","direction":"out","explanation":"Quivr focuses on integrating GenAI in applications and manages context retrieval similar to Motorhead's approach, but with different design choices.","successor_context":null,"tool":{"slug":"quivrhq-quivr","name":"quivr","tagline":"Opiniated RAG for integrating GenAI in your apps","github_url":"https://github.com/The-Vibe-Company/quivr","owner":"The-Vibe-Company","repo":"quivr","owner_avatar_url":"https://avatars.githubusercontent.com/u/252322352?v=4","primary_language":"Python","stars":39533,"forks":3731,"topics":["ai","api","chatbot","chatgpt","database","docker","framework","frontend","groq","html","javascript","llm","openai","postgresql","privacy","rag","react","security","typescript","vector"],"archived":false,"github_pushed_at":"2026-08-31T18:02:45+00:00","maintenance_label":"Active","stars_delta_30d":132,"url":"https://www.graphcanon.com/tools/quivrhq-quivr","markdown_url":"https://www.graphcanon.com/tools/quivrhq-quivr.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/quivrhq-quivr","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=quivrhq-quivr"}},{"type":"alternative","direction":"out","explanation":"Both Motorhead and mem0 provide memory management for AI agents, making them alternatives.","successor_context":null,"tool":{"slug":"mem0ai-mem0","name":"mem0","tagline":"Drop-in memory infrastructure for AI agents and apps","github_url":"https://github.com/mem0ai/mem0","owner":"mem0ai","repo":"mem0","owner_avatar_url":"https://avatars.githubusercontent.com/u/137054526?v=4","primary_language":"Python","stars":65557,"forks":7690,"topics":["agentic-memory","agentic-memory-system","agents","ai","ai-agents","chatgpt","genai","llm","long-term-memory","memory","memory-management","python","rag","state-management"],"archived":false,"github_pushed_at":"2026-09-18T08:17:57+00:00","maintenance_label":"Very active","stars_delta_30d":2800,"url":"https://www.graphcanon.com/tools/mem0ai-mem0","markdown_url":"https://www.graphcanon.com/tools/mem0ai-mem0.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mem0ai-mem0","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mem0ai-mem0"}}],"neighbours":[{"slug":"firecrawl-firecrawl","name":"firecrawl","tagline":"The web data API to search, scrape, and interact at scale.","github_url":"https://github.com/firecrawl/firecrawl","owner":"firecrawl","repo":"firecrawl","owner_avatar_url":"https://avatars.githubusercontent.com/u/135057108?v=4","primary_language":"TypeScript","stars":181801,"forks":9842,"topics":["ai","ai-agents","ai-crawler","ai-scraping","ai-search","crawler","data-extraction","html-to-markdown","llm","markdown","scraper","scraping","web-crawler","web-data","web-data-extraction","web-scraper","web-scraping","web-search","webscraping"],"archived":false,"github_pushed_at":"2026-09-18T06:47:03+00:00","maintenance_label":"Very active","stars_delta_30d":14007,"url":"https://www.graphcanon.com/tools/firecrawl-firecrawl","markdown_url":"https://www.graphcanon.com/tools/firecrawl-firecrawl.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/firecrawl-firecrawl","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=firecrawl-firecrawl","shared_categories":["data-retrieval"]},{"slug":"langgenius-dify","name":"dify","tagline":"Build Agentic workflows and RAG pipelines with rich AI model and tool support on one collaborative workspace.","github_url":"https://github.com/langgenius/dify","owner":"langgenius","repo":"dify","owner_avatar_url":"https://avatars.githubusercontent.com/u/127165244?v=4","primary_language":"TypeScript","stars":156243,"forks":24675,"topics":["agent","agentic-ai","agentic-framework","agentic-workflow","ai","automation","claude","deepseek","genai","gpt","llm","low-code","mcp","nextjs","no-code","openai","python","skills","workflow"],"archived":false,"github_pushed_at":"2026-09-18T08:23:40+00:00","maintenance_label":"Very active","stars_delta_30d":4518,"url":"https://www.graphcanon.com/tools/langgenius-dify","markdown_url":"https://www.graphcanon.com/tools/langgenius-dify.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/langgenius-dify","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=langgenius-dify","shared_categories":["data-retrieval"]},{"slug":"shubhamsaboo-awesome-llm-apps","name":"awesome-llm-apps","tagline":"Over 100 runnable AI Agent and RAG apps to clone, tweak, and deploy.","github_url":"https://github.com/Shubhamsaboo/awesome-llm-apps","owner":"Shubhamsaboo","repo":"awesome-llm-apps","owner_avatar_url":"https://avatars.githubusercontent.com/u/31396011?v=4","primary_language":"Python","stars":136444,"forks":20078,"topics":["agents","llms","python","rag"],"archived":false,"github_pushed_at":"2026-09-02T23:13:03+00:00","maintenance_label":"Very active","stars_delta_30d":5214,"url":"https://www.graphcanon.com/tools/shubhamsaboo-awesome-llm-apps","markdown_url":"https://www.graphcanon.com/tools/shubhamsaboo-awesome-llm-apps.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/shubhamsaboo-awesome-llm-apps","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=shubhamsaboo-awesome-llm-apps","shared_categories":["data-retrieval"]},{"slug":"microsoft-generative-ai-for-beginners","name":"generative-ai-for-beginners","tagline":"21 Lessons for Getting Started with Generative AI","github_url":"https://github.com/microsoft/generative-ai-for-beginners","owner":"microsoft","repo":"generative-ai-for-beginners","owner_avatar_url":"https://avatars.githubusercontent.com/u/6154722?v=4","primary_language":"Jupyter Notebook","stars":120108,"forks":63235,"topics":["ai","azure","chatgpt","dall-e","generative-ai","generativeai","gpt","language-model","llms","microsoft-for-beginners","openai","prompt-engineering","semantic-search","transformers"],"archived":false,"github_pushed_at":"2026-09-18T13:48:35+00:00","maintenance_label":"Very active","stars_delta_30d":6531,"url":"https://www.graphcanon.com/tools/microsoft-generative-ai-for-beginners","markdown_url":"https://www.graphcanon.com/tools/microsoft-generative-ai-for-beginners.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/microsoft-generative-ai-for-beginners","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=microsoft-generative-ai-for-beginners","shared_categories":["data-retrieval"]},{"slug":"supabase-supabase","name":"supabase","tagline":"The Postgres development platform.","github_url":"https://github.com/supabase/supabase","owner":"supabase","repo":"supabase","owner_avatar_url":"https://avatars.githubusercontent.com/u/54469796?v=4","primary_language":"TypeScript","stars":110364,"forks":14421,"topics":["ai","alternative","auth","database","deno","embeddings","example","firebase","nextjs","oauth2","pgvector","postgis","postgres","postgresql","postgrest","realtime","supabase","vectors","websockets"],"archived":false,"github_pushed_at":"2026-09-20T00:40:21+00:00","maintenance_label":"Very active","stars_delta_30d":3590,"url":"https://www.graphcanon.com/tools/supabase-supabase","markdown_url":"https://www.graphcanon.com/tools/supabase-supabase.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/supabase-supabase","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=supabase-supabase","shared_categories":["data-retrieval"]},{"slug":"infiniflow-ragflow","name":"ragflow","tagline":"Retrieval-Augmented Generation (RAG) engine with agent capabilities","github_url":"https://github.com/infiniflow/ragflow","owner":"infiniflow","repo":"ragflow","owner_avatar_url":"https://avatars.githubusercontent.com/u/69962740?v=4","primary_language":"Go","stars":90923,"forks":10767,"topics":["agent-harness","agentic-ai","agentic-nagive","agentic-retrieval","agentic-search","ai","ai-agents","context-engine","context-engineering","context-management","harness-engineering","knowledge-compilation","rag","retrieval-augmented-generation","search-harness"],"archived":false,"github_pushed_at":"2026-09-18T07:56:25+00:00","maintenance_label":"Very active","stars_delta_30d":4382,"url":"https://www.graphcanon.com/tools/infiniflow-ragflow","markdown_url":"https://www.graphcanon.com/tools/infiniflow-ragflow.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/infiniflow-ragflow","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=infiniflow-ragflow","shared_categories":["data-retrieval"]},{"slug":"nexu-io-open-design","name":"open-design","tagline":"🎨 The open-source Claude Design alternative. 🖥️ Local-first desktop app.","github_url":"https://github.com/nexu-io/open-design","owner":"nexu-io","repo":"open-design","owner_avatar_url":"https://avatars.githubusercontent.com/u/263625318?v=4","primary_language":"TypeScript","stars":89185,"forks":10298,"topics":["agent-skills","ai-design","byok","claude-code-for-design","claude-design","codex-design","coding-agents","cursor-design","deepseek","deepseek-harness","design-systems","desktop-app","dsh","dsh-plugin","figma-alternative","hermes-agent","local-first","prototyping","ui-generator","vibe-coding"],"archived":false,"github_pushed_at":"2026-08-19T11:57:14+00:00","maintenance_label":"Very active","stars_delta_30d":9390,"url":"https://www.graphcanon.com/tools/nexu-io-open-design","markdown_url":"https://www.graphcanon.com/tools/nexu-io-open-design.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nexu-io-open-design","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nexu-io-open-design","shared_categories":["data-retrieval"]},{"slug":"panniantong-agent-reach","name":"Agent-Reach","tagline":"AI Agent for Automated Web and Social Media Data Extraction","github_url":"https://github.com/Panniantong/Agent-Reach","owner":"Panniantong","repo":"Agent-Reach","owner_avatar_url":"https://avatars.githubusercontent.com/u/73925474?v=4","primary_language":"Python","stars":83516,"forks":7315,"topics":["agent-infrastructure","ai-agent","ai-search","automation","bilibili","claude-code","cli","cursor","free-api","llm-tools","mcp","python","reddit-scraper","twitter-scraper","web-scraper","xiaohongshu","youtube-transcript"],"archived":false,"github_pushed_at":"2026-09-15T16:16:24+00:00","maintenance_label":"Very active","stars_delta_30d":22688,"url":"https://www.graphcanon.com/tools/panniantong-agent-reach","markdown_url":"https://www.graphcanon.com/tools/panniantong-agent-reach.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/panniantong-agent-reach","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=panniantong-agent-reach","shared_categories":["data-retrieval"]},{"slug":"koala73-worldmonitor","name":"worldmonitor","tagline":"Real-time global intelligence dashboard with AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking","github_url":"https://github.com/koala73/worldmonitor","owner":"koala73","repo":"worldmonitor","owner_avatar_url":"https://avatars.githubusercontent.com/u/996596?v=4","primary_language":"TypeScript","stars":82968,"forks":12378,"topics":["agent","ai","dashboard","geopolitics","mcp","mcp-server","monitoring","news","opensource","osint","palantir","situation"],"archived":false,"github_pushed_at":"2026-08-18T22:53:21+00:00","maintenance_label":"Very active","stars_delta_30d":20953,"url":"https://www.graphcanon.com/tools/koala73-worldmonitor","markdown_url":"https://www.graphcanon.com/tools/koala73-worldmonitor.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/koala73-worldmonitor","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=koala73-worldmonitor","shared_categories":["data-retrieval"]},{"slug":"d4vinci-scrapling","name":"Scrapling","tagline":"An adaptive Web Scraping framework","github_url":"https://github.com/D4Vinci/Scrapling","owner":"D4Vinci","repo":"Scrapling","owner_avatar_url":"https://avatars.githubusercontent.com/u/20604835?v=4","primary_language":"Python","stars":82456,"forks":8404,"topics":["ai","ai-scraping","automation","crawler","crawling","crawling-python","data","data-extraction","mcp","mcp-server","playwright","python","scraping","selectors","stealth","web-scraper","web-scraping","web-scraping-python","webscraping","xpath"],"archived":false,"github_pushed_at":"2026-09-19T16:15:36+00:00","maintenance_label":"Very active","stars_delta_30d":11209,"url":"https://www.graphcanon.com/tools/d4vinci-scrapling","markdown_url":"https://www.graphcanon.com/tools/d4vinci-scrapling.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/d4vinci-scrapling","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=d4vinci-scrapling","shared_categories":["data-retrieval"]},{"slug":"redis-redis","name":"redis","tagline":"Redis is a preferred cache, data structure server, and document & vector query engine for real-time applications.","github_url":"https://github.com/redis/redis","owner":"redis","repo":"redis","owner_avatar_url":"https://avatars.githubusercontent.com/u/1529926?v=4","primary_language":"C","stars":76411,"forks":24812,"topics":["cache","caching","database","distributed-systems","in-memory","in-memory-database","json","key-value","key-value-store","message-broker","message-queue","no-sql","nosql","open-source","real-time","realtime","redis","time-series","vector-databases","vector-search"],"archived":false,"github_pushed_at":"2026-09-20T06:15:30+00:00","maintenance_label":"Very active","stars_delta_30d":784,"url":"https://www.graphcanon.com/tools/redis-redis","markdown_url":"https://www.graphcanon.com/tools/redis-redis.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/redis-redis","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=redis-redis","shared_categories":["data-retrieval"]},{"slug":"mem0ai-mem0","name":"mem0","tagline":"Drop-in memory infrastructure for AI agents and apps","github_url":"https://github.com/mem0ai/mem0","owner":"mem0ai","repo":"mem0","owner_avatar_url":"https://avatars.githubusercontent.com/u/137054526?v=4","primary_language":"Python","stars":65557,"forks":7690,"topics":["agentic-memory","agentic-memory-system","agents","ai","ai-agents","chatgpt","genai","llm","long-term-memory","memory","memory-management","python","rag","state-management"],"archived":false,"github_pushed_at":"2026-09-18T08:17:57+00:00","maintenance_label":"Very active","stars_delta_30d":2800,"url":"https://www.graphcanon.com/tools/mem0ai-mem0","markdown_url":"https://www.graphcanon.com/tools/mem0ai-mem0.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/mem0ai-mem0","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=mem0ai-mem0","shared_categories":["data-retrieval"]}]}}