Agentic Ops
Idir Mellaz
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RAG Lab
Hands-on series: 10 RAG projects, from a first system to production.
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10. Production RAG - Everything Together
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9. RAG with Structured Outputs - JSON Mode + Pydantic
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8. Corrective RAG (CRAG) - Self-Correcting Retrieval
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7. Agentic RAG - ReAct Agent with Tool-Calling
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6. GraphRAG - Multi-Hop Reasoning with a Local Knowledge Graph
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5. Evaluating RAG Quality with RAGAS
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4. Streaming RAG Chat - FastAPI SSE + React
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3. Multi-Tenant Document Q&A API
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2. Build Your First RAG System from Scratch
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1. Document Analysis with LLMs