Example: Simple MoA Chatbot with langgraph, ollama and mesop

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I hope this will help others understand the MoA architecture.

Goal

• Implement MoA Architecture with langgraph
• Demonstrate MoA Chat with local model(Ollama) and mesop

Details

MoA Graph Overview

%%{init: {'flowchart': {'curve': 'linear'}}}%%
graph TD;
        __start__([__start__]):::first
        __end__([__end__]):::last
        entry(entry)
        proposer1(proposer1)
        proposer2(proposer2)
        proposer3(proposer3)
        asp_node(asp_node)
        aggregator(aggregator)
        __start__ --> entry;
        aggregator --> __end__;
        entry --> proposer1;
        entry --> proposer2;
        entry --> proposer3;
        proposer1 --> asp_node;
        proposer2 --> asp_node;
        proposer3 --> asp_node;
        asp_node -.-> entry;
        asp_node -.-> proposer1;
        asp_node -.-> proposer2;
        asp_node -.-> proposer3;
        asp_node -.-> aggregator;
        asp_node -.-> __end__;
        classDef default fill:#f2f0ff,line-height:1.2
        classDef first fill-opacity:0
        classDef last fill:#bfb6fc

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See README