GH Repository · FareedKhan-dev
all-agentic-architectures
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.
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llmpythonlangsmithlanggraphagent-applangchainJupyter Notebookai-agentsagentic-ai
A Python library and runnable textbook presenting 35 agentic AI architectures, including Reflexion, LATS, GraphRAG, MemGPT, Voyager, and BrowserAgent. It ships with multi-provider LLM support and a 17-task benchmark leaderboard.
You want to study and run reference implementations of many agent architectures from one repo instead of reimplementing each from papers.
Use it to
- Run and compare 35 agent architectures in one environment
- Benchmark agents across the included 17-task leaderboard
- Study implementations like Reflexion, LATS, GraphRAG, and MemGPT
- Swap between LLM providers while prototyping agent designs
- Launch a devcontainer to reproduce the notebook-based textbook
For Developers and researchers learning or benchmarking LLM agent architectures
- Role
- agent-app
- Language
- Jupyter Notebook
- Licence
- MIT
- Forks
- 769
- Open issues
- 4
- Last push
- 2026-06-22
- Latest release
- v0.3.0 · 2026-05-28
topicsagentic-aiai-agentslangchainlanggraphllmbenchmarking