oxbshw/LLM-Agents-Ecosystem-Handbook
One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.
Covers framework selection matrices (LangGraph, AutoGen, CrewAI, Smolagents, Semantic Kernel, Pydantic AI) alongside 60+ scaffolded agent templates spanning domains like research, finance, healthcare, and web scraping. Includes evaluation frameworks (Promptfoo, DeepEval, MLflow, RAGAs, Langfuse) and an agent skeleton generator for rapid prototyping across the full LLM stack from orchestration to RAG and multi-agent collaboration.
494 stars. No commits in the last 6 months.
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Python
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Last pushed
Sep 08, 2025
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