Multi-Agent Multi-Model Deep Resesarch Engine

graph TD %% Phase 1: Planning - Top Left subgraph P1["Phase 1: Research Planning"] A[User Input: Enter Topic] --> B{Select Planning Engine} B --> C[Generate Research Plan] C --> D[API: generate-plan] D --> E[LLM Creates Structured Plan] E --> F[Display Plan in UI] F --> G[User Review & Edit] end %% Phase 2: Research Execution - Top Right subgraph P2["Phase 2: Research Execution"] H[User: Configure Research] --> I[API: start-research] I --> J[Parse Research Plan] J --> K{Research Loop} subgraph ResearchLoop["Research Cycle"] L[Research Subtopic] M[Gather Findings] end K -->|Next| L L --> M M --> K K -->|Complete| N[Compile All Research] N --> O[Synthesize Report] O --> P[Process Citations] end %% Phase 3: Refinement - Bottom Center (Reorganized) subgraph P3["Phase 3: Analysis & Refinement"] Q[Research Report Display] subgraph P3Left["Improvement Path"] R1{User Decision} -->|Re-synthesize| S[Improve Report] S --> O end subgraph P3Center["Comparison Path"] R2{User Decision} -->|Compare & Judge| T[Select Reports + Judge Engine] T --> U[API: judge-syntheses] U --> V[Judge LLM Evaluation] subgraph Scoring["Scoring Process"] V --> W[Generate Score Cards] W --> X[Display Modal: 5 Criteria Scores + Reasoning] end V --> Y[Generate Final Judged Report] end subgraph P3Right["New Topic Path"] R3{User Decision} -->|New Topic| Z[Start Over] end Q --> R1 Q --> R2 Q --> R3 Y --> Q Z --> A end %% Phase Connections G --> H P --> Q %% Styling for clarity style P1 fill:#f0f9ff,stroke:#0369a1,stroke-width:2px style P2 fill:#f0fdf4,stroke:#166534,stroke-width:2px style P3 fill:#fef7ff,stroke:#7e22ce,stroke-width:2px style ResearchLoop fill:#fffbeb,stroke:#f59e0b,stroke-width:1px style P3Left fill:#fef7ff,stroke:#7e22ce,stroke-width:1px style P3Center fill:#fef7ff,stroke:#7e22ce,stroke-width:1px style P3Right fill:#fef7ff,stroke:#7e22ce,stroke-width:1px style Scoring fill:#f0f9ff,stroke:#0369a1,stroke-width:1px style A fill:#e0f2fe,stroke:#0284c7,stroke-width:2px style Y fill:#e0e7ff,stroke:#4f46e5,stroke-width:2px style P fill:#fef9c3,stroke:#ca8a04,stroke-width:2px style K fill:#fef3c7,stroke:#d97706,stroke-width:2px style X fill:#dcfce7,stroke:#16a34a,stroke-width:2px style W fill:#dcfce7,stroke:#16a34a,stroke-width:2px