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FareedKhan-dev/all-agentic-architectures

Jupyter Notebook 首次收录 2025-09-24 更新于 2026-09-12 查看源 ↗

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4.5k Star

35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) — a Python library and runnable textbook with multi-provider LLM support and a 17-task benchmark leaderboard.

项目介绍

A library and a living textbook — real LLM outputs, provider-agnostic, deterministic-picker discipline throughout, and a comparative benchmark leaderboard that ranks every architecture against every relevant task.

  35  ARCHITECTURES   283  PASSING TESTS   17  BENCHMARK TASKS   9  LLM PROVIDERS   0  MOCKED RUNS

A single Python library that packages every major agentic AI pattern from the literature as a runnable Architecture class with a uniform contract. Each pattern ships with a fully executed Jupyter notebook whose theory is written against the captured run — not synthetic examples. The library is multi-provider (Nebius, OpenAI,…

摘自 github.com/FareedKhan-dev/all-agentic-architectures

最新指标

Star 4.5k 2026-09-12
Fork 762 2026-09-12
提交 33 2026-09-12
发布 1 2026-09-12
Watcher 36 2026-09-12
开放 issue 4 2026-09-12
开放 PR 6 2026-09-12