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1. AgentOptimizer/agentopt AgentOptimizer/agentopt Public

   AgentOpt automatically finds the best LLM model combination for each step of your agent — optimizing for accuracy, cost, and latency.

   Python 52 2

2. MinivLLM MinivLLM Public

   Based on Nano-vLLM, a simple replication of vLLM with self-contained paged attention and flash attention implementation

   Python 602 78

3. microsoft/multi-agent-marketplace microsoft/multi-agent-marketplace Public

   Magentic-Marketplace: Simulate Agentic Markets and See How They Evolve

   Python 153 34

4. agiresearch/WarAgent agiresearch/WarAgent Public

   WarAgent: LLM-based Multi-Agent Simulation of World Wars

   Python 408 51

5. game_theory game_theory Public

   How to create rational LLM-based agents? Using game-theoretic workflows!

   Python 99 10

6. LLM-RecSys-ID LLM-RecSys-ID Public

   How to Index Item IDs for Recommendation Foundation Models

   Python 101 8