README.md

---
title: AgileTaskGen App
emoji: 🤖
colorFrom: red
colorTo: red
sdk: streamlit
app_file: streamlit_app.py
pinned: false
---

## Agentic RAG Workflow

```mermaid
flowchart TD
    A[User Question] --> B[Conversation Memory]
    B --> C[OpenAI Control Model]

    C --> D{Need Retrieval?}

    D -- No --> E[Direct Answer]
    E --> Q[Fine-tuned Qwen + LoRA]
    Q --> Z[Final Answer]

    D -- Yes --> F[Retriever]
    F --> G[Vector Store]
    G --> H[Retrieved Context]

    H --> I[Relevance Check]
    I --> J{Relevant?}

    J -- Yes --> K[Grounded Answer]
    K --> Q

    J -- No --> L[Rewrite Query]
    L --> C

    Z --> M[Streamlit UI]
```