🐝 Bee Deep Researcher reproduction

This is a reproduction of the original Ollama Deep Researcher from Langchain, built using the BeeAI Framework. All credits go to the Langchain team for the original work 🙏👏.

Workflow

flowchart TB
    Start --> GenerateQuery[Generate Query]
    GenerateQuery --> WebResearch[Web Research]
    WebResearch --> SummarizeSources[Summarize Sources]
    
    SummarizeSources -->|No Pages Left| ReflectOnSummary[Reflect on Summary]
    
    ReflectOnSummary -->|Loop Count <= Max| WebResearch
    ReflectOnSummary -->|Loop Count > Max| FinalizeSummary[Finalize Summary]
    
    FinalizeSummary --> End
    
    subgraph Search Loop
        WebResearch
        SummarizeSources
        ReflectOnSummary
    end

Loading

Run

npm start <<< "How does the PPO RL algorithm work?"

Recording

output.mp4