{"data":{"node":{"slug":"1panel-dev-maxkb","name":"MaxKB","tagline":"🔥 MaxKB 是一个用于构建企业级代理的开源平台。","github_url":"https://github.com/1Panel-dev/MaxKB","owner":"1Panel-dev","repo":"MaxKB","owner_avatar_url":"https://avatars.githubusercontent.com/u/109613420?v=4","primary_language":"Python","stars":22536,"forks":3102,"topics":["agent","agentic-ai","chatbot","deepseek-r1","knowledgebase","langchain","llama3","llm","maxkb","mcp-server","ollama","pgvector","qwen3","rag"],"archived":false,"github_pushed_at":"2026-08-18T06:00:47+00:00","maintenance_label":"Very active","stars_delta_30d":409,"url":"https://www.graphcanon.com/tools/1panel-dev-maxkb","markdown_url":"https://www.graphcanon.com/tools/1panel-dev-maxkb.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/1panel-dev-maxkb","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=1panel-dev-maxkb"},"categories":[{"slug":"ai-agents","name":"AI Agents","url":"https://www.graphcanon.com/categories/ai-agents","markdown_url":"https://www.graphcanon.com/categories/ai-agents.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/ai-agents"}],"tags":[{"slug":"agent","name":"agent"},{"slug":"agentic-ai","name":"agentic-ai"},{"slug":"chatbot","name":"chatbot"},{"slug":"knowledgebase","name":"knowledgebase"},{"slug":"langchain","name":"langchain"},{"slug":"llm","name":"llm"},{"slug":"maxkb","name":"maxkb"},{"slug":"rag","name":"rag"}],"edges":[{"type":"alternative","direction":"out","explanation":"Both Botpress and MaxKB serve as platforms to build open-source AI agents, making them competitive solutions in the field of agentic AI development.","successor_context":null,"tool":{"slug":"botpress-botpress","name":"botpress","tagline":"The open-source hub to build & deploy GPT/LLM Agents","github_url":"https://github.com/botpress/botpress","owner":"botpress","repo":"botpress","owner_avatar_url":"https://avatars.githubusercontent.com/u/23510677?v=4","primary_language":"TypeScript","stars":14869,"forks":2294,"topics":["agent","ai","botpress","chatbot","chatgpt","gpt","gpt-4","langchain","llm","nlp","openai","prompt"],"archived":false,"github_pushed_at":"2026-08-14T20:49:50+00:00","maintenance_label":"Very active","stars_delta_30d":85,"url":"https://www.graphcanon.com/tools/botpress-botpress","markdown_url":"https://www.graphcanon.com/tools/botpress-botpress.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/botpress-botpress","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=botpress-botpress"}},{"type":"alternative","direction":"out","explanation":"Both MaxKB and openagent are platforms aimed at building, orchestrating, publishing, and operating AI applications.","successor_context":null,"tool":{"slug":"haohao-end-openagent","name":"openagent","tagline":"Harness architecture for rapidly building vertical AI agents","github_url":"https://github.com/Haohao-end/openagent","owner":"Haohao-end","repo":"openagent","owner_avatar_url":"https://avatars.githubusercontent.com/u/184792454?v=4","primary_language":"Python","stars":792,"forks":80,"topics":["agent","ai","celery","deepagents","deepresearch","deepseek","docker","faiss-vector-database","flask","harness-engineering","langchain","langgraph","llmops","mcp","nginx","postgresql","skills","tailwindcss","vue","weaviate"],"archived":false,"github_pushed_at":"2026-07-17T13:36:09+00:00","maintenance_label":"Steady","stars_delta_30d":21,"url":"https://www.graphcanon.com/tools/haohao-end-openagent","markdown_url":"https://www.graphcanon.com/tools/haohao-end-openagent.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/haohao-end-openagent","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=haohao-end-openagent"}},{"type":"integrates_with","direction":"out","explanation":"MaxKB integrates retrieval-augmented generation (RAG) pipelines, which are a key component of LangChain's agent engineering platform.","successor_context":null,"tool":{"slug":"langchain-ai-langchain","name":"langchain","tagline":"The agent engineering platform.","github_url":"https://github.com/langchain-ai/langchain","owner":"langchain-ai","repo":"langchain","owner_avatar_url":"https://avatars.githubusercontent.com/u/126733545?v=4","primary_language":"Python","stars":143615,"forks":23930,"topics":["agents","ai","ai-agents","anthropic","chatgpt","deepagents","enterprise","framework","gemini","generative-ai","langchain","langgraph","llm","multiagent","open-source","openai","pydantic","python","rag","typescript"],"archived":false,"github_pushed_at":"2026-08-07T08:27:07+00:00","maintenance_label":"Very active","stars_delta_30d":2337,"url":"https://www.graphcanon.com/tools/langchain-ai-langchain","markdown_url":"https://www.graphcanon.com/tools/langchain-ai-langchain.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/langchain-ai-langchain","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=langchain-ai-langchain"}},{"type":"alternative","direction":"out","explanation":"Both MaxKB and Dify offer platforms for agentic workflow development, targeting enterprise environments with advanced capabilities.","successor_context":null,"tool":{"slug":"langgenius-dify","name":"dify","tagline":"Production-ready platform for agentic workflow development","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":151725,"forks":23941,"topics":["agent","agentic-ai","agentic-framework","agentic-workflow","ai","automation","claude","genai","gpt","llm","low-code","mcp","nextjs","no-code","openai","orchestration","python","rag","skills","workflow"],"archived":false,"github_pushed_at":"2026-08-07T19:00:10+00:00","maintenance_label":"Very active","stars_delta_30d":3586,"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"}},{"type":"integrates_with","direction":"out","explanation":"txtai provides semantic search, LLM orchestration and workflows which align with MaxKB's aim of building robust workflows for enterprise-grade intelligence.","successor_context":null,"tool":{"slug":"neuml-txtai","name":"txtai","tagline":"All-in-one AI framework for semantic search, LLM orchestration and language model workflows","github_url":"https://github.com/neuml/txtai","owner":"neuml","repo":"txtai","owner_avatar_url":"https://avatars.githubusercontent.com/u/59890304?v=4","primary_language":"Python","stars":12890,"forks":873,"topics":["agents","ai","ai-agents","embeddings","information-retrieval","language-model","large-language-models","llm","nlp","python","rag","retrieval-augmented-generation","search","search-engine","semantic-search","sentence-embeddings","transformers","txtai","vector-database","vector-search"],"archived":false,"github_pushed_at":"2026-08-12T13:42:39+00:00","maintenance_label":"Very active","stars_delta_30d":162,"url":"https://www.graphcanon.com/tools/neuml-txtai","markdown_url":"https://www.graphcanon.com/tools/neuml-txtai.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/neuml-txtai","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=neuml-txtai"}},{"type":"alternative","direction":"out","explanation":"WeKnora is an open-source LLM knowledge platform similar to MaxKB in terms of providing a knowledge base and agent building capabilities.","successor_context":null,"tool":{"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":"Very active","stars_delta_30d":1497,"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"}},{"type":"integrates_with","direction":"out","explanation":"MaxKB integrates RAG pipelines, similar to the focus of ragflow which is a specialized RAG engine.","successor_context":null,"tool":{"slug":"infiniflow-ragflow","name":"ragflow","tagline":"Retrieval-Augmented Generation 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":86541,"forks":10167,"topics":["agent-harness","agentic-ai","agentic-retrieval","agentic-search","ai","ai-agents","context-engine","context-engineering","context-management","harness-engineering","knowledge-compilation","llm-apps","rag","retrieval-augmented-generation"],"archived":false,"github_pushed_at":"2026-07-31T14:59:12+00:00","maintenance_label":"Very active","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":"integrates_with","direction":"out","explanation":"MaxKB integrates RAG pipelines, and rags helps build data-driven chatbots using the same concept so they can integrate to provide powerful agents.","successor_context":null,"tool":{"slug":"run-llama-rags","name":"rags","tagline":"Build ChatGPT over your data with natural language","github_url":"https://github.com/run-llama/rags","owner":"run-llama","repo":"rags","owner_avatar_url":"https://avatars.githubusercontent.com/u/130722866?v=4","primary_language":"Python","stars":6549,"forks":656,"topics":["agent","chatbot","chatgpt","gpts","llamaindex","llm","openai","rag","streamlit"],"archived":false,"github_pushed_at":"2024-04-05T05:36:59+00:00","maintenance_label":"Dormant","stars_delta_30d":6,"url":"https://www.graphcanon.com/tools/run-llama-rags","markdown_url":"https://www.graphcanon.com/tools/run-llama-rags.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/run-llama-rags","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=run-llama-rags"}},{"type":"integrates_with","direction":"out","explanation":"MaxKB integrates Retrieval-Augmented Generation (RAG) pipelines, which can work well with llm-app that provides cloud templates for RAG.","successor_context":null,"tool":{"slug":"pathwaycom-llm-app","name":"llm-app","tagline":"Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.","github_url":"https://github.com/pathwaycom/llm-app","owner":"pathwaycom","repo":"llm-app","owner_avatar_url":"https://avatars.githubusercontent.com/u/25750857?v=4","primary_language":"Jupyter Notebook","stars":59037,"forks":1466,"topics":["chatbot","hugging-face","llm","llm-local","llm-prompting","llm-security","llmops","machine-learning","open-ai","pathway","rag","real-time","retrieval-augmented-generation","vector-database","vector-index"],"archived":false,"github_pushed_at":"2026-07-05T17:59:07+00:00","maintenance_label":"Steady","stars_delta_30d":11,"url":"https://www.graphcanon.com/tools/pathwaycom-llm-app","markdown_url":"https://www.graphcanon.com/tools/pathwaycom-llm-app.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pathwaycom-llm-app","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pathwaycom-llm-app"}},{"type":"integrates_with","direction":"out","explanation":"MaxKB, an open-source platform for developing enterprise-grade agents that integrates RAG pipelines and supports robust workflows, has an 'integrates with' relationship with mem0 because mem0 serves as a universal memory layer designed to enhance the performance of AI agents by managing long-term memories efficiently, which directly complements MaxKB's need for advanced memory capabilities in its朱","successor_context":null,"tool":{"slug":"mem0ai-mem0","name":"mem0","tagline":"Universal memory layer for AI Agents","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":62757,"forks":7317,"topics":["agents","ai","ai-agents","application","chatbots","chatgpt","genai","llm","long-term-memory","memory","memory-management","python","rag","state-management"],"archived":false,"github_pushed_at":"2026-08-07T11:54:19+00:00","maintenance_label":"Very active","stars_delta_30d":2388,"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":"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":131230,"forks":19346,"topics":["agents","llms","python","rag"],"archived":false,"github_pushed_at":"2026-08-03T03:30:58+00:00","maintenance_label":"Active","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":["ai-agents"]},{"slug":"pathwaycom-llm-app","name":"llm-app","tagline":"Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data.","github_url":"https://github.com/pathwaycom/llm-app","owner":"pathwaycom","repo":"llm-app","owner_avatar_url":"https://avatars.githubusercontent.com/u/25750857?v=4","primary_language":"Jupyter Notebook","stars":59037,"forks":1466,"topics":["chatbot","hugging-face","llm","llm-local","llm-prompting","llm-security","llmops","machine-learning","open-ai","pathway","rag","real-time","retrieval-augmented-generation","vector-database","vector-index"],"archived":false,"github_pushed_at":"2026-07-05T17:59:07+00:00","maintenance_label":"Steady","url":"https://www.graphcanon.com/tools/pathwaycom-llm-app","markdown_url":"https://www.graphcanon.com/tools/pathwaycom-llm-app.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/pathwaycom-llm-app","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=pathwaycom-llm-app","shared_categories":[]},{"slug":"zylon-ai-private-gpt","name":"private-gpt","tagline":"Complete API layer for private AI applications on local models","github_url":"https://github.com/zylon-ai/private-gpt","owner":"zylon-ai","repo":"private-gpt","owner_avatar_url":"https://avatars.githubusercontent.com/u/143802295?v=4","primary_language":"Python","stars":57415,"forks":7607,"topics":["ai","ai-tools","on-premise"],"archived":false,"github_pushed_at":"2026-08-06T13:41:08+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/zylon-ai-private-gpt","markdown_url":"https://www.graphcanon.com/tools/zylon-ai-private-gpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/zylon-ai-private-gpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=zylon-ai-private-gpt","shared_categories":[]},{"slug":"patchy631-ai-engineering-hub","name":"ai-engineering-hub","tagline":"Tutorials on LLMs, RAGs, and real-world AI agent applications","github_url":"https://github.com/patchy631/ai-engineering-hub","owner":"patchy631","repo":"ai-engineering-hub","owner_avatar_url":"https://avatars.githubusercontent.com/u/38653995?v=4","primary_language":"Jupyter Notebook","stars":37020,"forks":6107,"topics":["agents","ai","llms","machine-learning","mcp","rag"],"archived":false,"github_pushed_at":"2026-07-27T18:43:06+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/patchy631-ai-engineering-hub","markdown_url":"https://www.graphcanon.com/tools/patchy631-ai-engineering-hub.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/patchy631-ai-engineering-hub","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=patchy631-ai-engineering-hub","shared_categories":["ai-agents"]},{"slug":"reworkd-agentgpt","name":"AgentGPT","tagline":"Assembler for autonomous AI Agents","github_url":"https://github.com/reworkd/AgentGPT","owner":"reworkd","repo":"AgentGPT","owner_avatar_url":"https://avatars.githubusercontent.com/u/120154269?v=4","primary_language":"TypeScript","stars":36304,"forks":9288,"topics":["agent","agentgpt","agents","agi","ai","ai-agents","autogpt","baby-agi","gpt","langchain","llm","next","openai","t3","t3-stack"],"archived":true,"github_pushed_at":"2025-04-29T01:19:32+00:00","maintenance_label":"Archived","url":"https://www.graphcanon.com/tools/reworkd-agentgpt","markdown_url":"https://www.graphcanon.com/tools/reworkd-agentgpt.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/reworkd-agentgpt","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=reworkd-agentgpt","shared_categories":["ai-agents"]},{"slug":"microsoft-semantic-kernel","name":"semantic-kernel","tagline":"Integrate cutting-edge LLM technology quickly and easily into your apps","github_url":"https://github.com/microsoft/semantic-kernel","owner":"microsoft","repo":"semantic-kernel","owner_avatar_url":"https://avatars.githubusercontent.com/u/6154722?v=4","primary_language":"C#","stars":28427,"forks":4707,"topics":["ai","artificial-intelligence","llm","openai","sdk"],"archived":false,"github_pushed_at":"2026-08-06T09:54:50+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/microsoft-semantic-kernel","markdown_url":"https://www.graphcanon.com/tools/microsoft-semantic-kernel.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/microsoft-semantic-kernel","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=microsoft-semantic-kernel","shared_categories":["ai-agents"]},{"slug":"nirdiamant-agents-towards-production","name":"agents-towards-production","tagline":"End-to-end, code-first tutorials for building production-grade GenAI agents","github_url":"https://github.com/NirDiamant/agents-towards-production","owner":"NirDiamant","repo":"agents-towards-production","owner_avatar_url":"https://avatars.githubusercontent.com/u/28316913?v=4","primary_language":"Jupyter Notebook","stars":21298,"forks":2824,"topics":["agent","agent-framework","agentic-ai","agents","ai-agents","deployment","genai","generative-ai","langgraph","llm","llms","mcp","mlops","multi-agent-systems","observability","production","python","rag","tutorials"],"archived":false,"github_pushed_at":"2026-08-15T00:52:10+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/nirdiamant-agents-towards-production","markdown_url":"https://www.graphcanon.com/tools/nirdiamant-agents-towards-production.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/nirdiamant-agents-towards-production","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=nirdiamant-agents-towards-production","shared_categories":["ai-agents"]},{"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":"Very active","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":["ai-agents"]},{"slug":"langchain-ai-langchainjs","name":"langchainjs","tagline":"The agent engineering platform","github_url":"https://github.com/langchain-ai/langchainjs","owner":"langchain-ai","repo":"langchainjs","owner_avatar_url":"https://avatars.githubusercontent.com/u/126733545?v=4","primary_language":"TypeScript","stars":18020,"forks":3298,"topics":[],"archived":false,"github_pushed_at":"2026-08-07T15:58:42+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/langchain-ai-langchainjs","markdown_url":"https://www.graphcanon.com/tools/langchain-ai-langchainjs.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/langchain-ai-langchainjs","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=langchain-ai-langchainjs","shared_categories":["ai-agents"]},{"slug":"arindam200-awesome-ai-apps","name":"awesome-ai-apps","tagline":"A curated list of AI applications showcasing RAG, agents, and workflows.","github_url":"https://github.com/Arindam200/awesome-ai-apps","owner":"Arindam200","repo":"awesome-ai-apps","owner_avatar_url":"https://avatars.githubusercontent.com/u/109217591?v=4","primary_language":"Python","stars":13268,"forks":1721,"topics":["agents","ai","hacktoberfest","llm","mcp"],"archived":false,"github_pushed_at":"2026-07-23T14:34:29+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/arindam200-awesome-ai-apps","markdown_url":"https://www.graphcanon.com/tools/arindam200-awesome-ai-apps.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/arindam200-awesome-ai-apps","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=arindam200-awesome-ai-apps","shared_categories":["ai-agents"]},{"slug":"giovannipasq-agentic-rag-for-dummies","name":"agentic-rag-for-dummies","tagline":"A modular Agentic RAG built with LangGraph for learning Retrieval-Augmented Generation Agents","github_url":"https://github.com/GiovanniPasq/agentic-rag-for-dummies","owner":"GiovanniPasq","repo":"agentic-rag-for-dummies","owner_avatar_url":"https://avatars.githubusercontent.com/u/33225259?v=4","primary_language":"Jupyter Notebook","stars":3893,"forks":499,"topics":["agent","agentic-ai","agentic-rag","agents","ai-agents","bm25","generative-ai","gradio","langchain","langgraph","llm","ollama","qdrant","rag","rag-agents","rag-chatbot","rag-pipeline","retrieval-augmented-generation","retrieval-augmented-generation-rag"],"archived":false,"github_pushed_at":"2026-07-25T11:33:02+00:00","maintenance_label":"Active","url":"https://www.graphcanon.com/tools/giovannipasq-agentic-rag-for-dummies","markdown_url":"https://www.graphcanon.com/tools/giovannipasq-agentic-rag-for-dummies.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/giovannipasq-agentic-rag-for-dummies","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=giovannipasq-agentic-rag-for-dummies","shared_categories":["ai-agents"]},{"slug":"gmpetrov-databerry","name":"databerry","tagline":"The no-code platform for building custom LLM Agents","github_url":"https://github.com/gmpetrov/databerry","owner":"gmpetrov","repo":"databerry","owner_avatar_url":"https://avatars.githubusercontent.com/u/4693180?v=4","primary_language":null,"stars":2965,"forks":420,"topics":["ai","aichatbot","chatbot","chatbots","chatgpt","llm","no-code","openai","qdrant","semantic-search","typescript"],"archived":false,"github_pushed_at":"2024-06-17T12:36:06+00:00","maintenance_label":"Dormant","url":"https://www.graphcanon.com/tools/gmpetrov-databerry","markdown_url":"https://www.graphcanon.com/tools/gmpetrov-databerry.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/gmpetrov-databerry","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=gmpetrov-databerry","shared_categories":["ai-agents"]}]}}