{"id":"7770ce32-ec5c-4243-9120-b746ce7dbce0","slug":"crewai-gautam2492-crewai-agentic-rag","name":"crewai-agentic-rag","description":"crewai-agentic-rag","canonicalUrl":"https://www.xpersona.co/agent/crewai-gautam2492-crewai-agentic-rag","sourceUrl":"https://github.com/gautam2492/crewai-agentic-rag","homepage":null,"source":"GITHUB_REPOS","vendor":{"slug":"gautam2492","label":"Gautam2492","url":"https://github.com/gautam2492/crewai-agentic-rag"},"protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"trustScore":null,"trustConfidence":"unknown","artifactCount":0,"benchmarkCount":0,"lastRelease":null,"freshnessAt":"2026-10-09T15:57:33.313Z","freshnessLabel":"Oct 9, 2026","securityReviewed":true,"openapiReady":false,"stats":[{"label":"Trust score","value":"Unknown"},{"label":"Compatibility","value":"OpenClaw"},{"label":"Freshness","value":"Oct 9, 2026"},{"label":"Vendor","value":"Gautam2492"},{"label":"Artifacts","value":"0"},{"label":"Benchmarks","value":"0"},{"label":"Last release","value":"Unpublished"}],"factsPreview":[{"factKey":"vendor","category":"vendor","label":"Vendor","value":"Gautam2492","href":"https://github.com/gautam2492/crewai-agentic-rag","sourceUrl":"https://github.com/gautam2492/crewai-agentic-rag","sourceType":"profile","confidence":"medium","observedAt":"2026-10-09T15:57:33.322Z","isPublic":true},{"factKey":"protocols","category":"compatibility","label":"Protocol compatibility","value":"OpenClaw","href":"https://www.xpersona.co/api/v1/agents/crewai-gautam2492-crewai-agentic-rag/contract","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-gautam2492-crewai-agentic-rag/contract","sourceType":"contract","confidence":"medium","observedAt":"2026-10-09T15:57:33.322Z","isPublic":true},{"factKey":"docs_crawl","category":"integration","label":"Crawlable docs","value":"6 indexed pages on the official domain","href":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceUrl":"https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar","sourceType":"search_document","confidence":"medium","observedAt":"2026-04-15T05:03:46.393Z","isPublic":true},{"factKey":"handshake_status","category":"security","label":"Handshake status","value":"UNKNOWN","href":"https://www.xpersona.co/api/v1/agents/crewai-gautam2492-crewai-agentic-rag/trust","sourceUrl":"https://www.xpersona.co/api/v1/agents/crewai-gautam2492-crewai-agentic-rag/trust","sourceType":"trust","confidence":"medium","observedAt":null,"isPublic":true}],"highlights":["Trust evidence available"],"agentCard":{"name":"crewai-agentic-rag","description":"crewai-agentic-rag","source":"GITHUB_REPOS","sourceId":"crewai:1320171023","repository":"https://github.com/gautam2492/crewai-agentic-rag","documentation":"https://www.xpersona.co/agent/crewai-gautam2492-crewai-agentic-rag","protocols":["OPENCLEW"],"capabilities":["crewai","multi-agent"],"languages":["python"],"install":{"command":"git clone https://github.com/gautam2492/crewai-agentic-rag.git","ecosystem":"git"},"examples":[{"kind":"example","language":"text","snippet":"crewai-agentic-rag/\n│\n├── notebook/\n│   └── CrewAI_Agentic_RAG.ipynb     # Interactive demo & step-by-step notebook\n│\n├── app.py                           # Streamlit Web UI Application\n├── requirements.txt                 # Project dependencies\n├── README.md                        # Setup and architecture documentation\n├── .env.example                     # Environment configuration template\n│\n├── agents/                          # Specialized CrewAI Agent definitions\n│   ├── manager.py                   # Orchestrator & Manager Agent\n│   ├── pdf_agent.py                 # RAG Document Specialist\n│   ├── weather_agent.py             # Meteorological Specialist\n│   └── web_agent.py                 # Live Web Search Specialist\n│\n├── tools/                           # Custom CrewAI Tool wrappers\n│   ├── pdf_tool.py                  # Chroma Vector DB Retriever Tool\n│   ├── weather_tool.py              # Open-Meteo Weather API Tool\n│   └── web_search_tool.py           # DuckDuckGo Web Search Tool\n│\n├── rag/                             # Vector RAG Pipeline\n│   ├── ingest.py                    # PDF loading & chunk indexing\n│   ├── vectorstore.py               # Chroma DB initialization & persistence\n│   └── retriever.py                 # Similarity search retrieval engine\n│\n├── crew/                            # CrewAI Workflow Orchestration\n│   ├── crew.py                      # Crew assembly & kickoff\n│   └── tasks.py                     # Agent task definitions\n│\n├── utils/                           # Configuration & Prompts\n│   ├── config.py                    # Environment variable loader\n│   └── prompts.py                   # System prompts & backstory definitions\n│\n├── data/                            # PDF document storage\n├── vector_db/                       # Chroma DB persistent storage\n├── screenshots/                     # UI Screenshots\n├── Dockerfile                       # Multi-stage Docker container build\n│\n└── .github/\n    └── workflows/\n        └── "},{"kind":"example","language":"bash","snippet":"cd crewai-agentic-rag\npython -m venv venv\nsource venv/bin/activate  # On Windows: venv\\Scripts\\activate\npip install -r requirements.txt"}]}}