app.py

# import gradio as gr
# from dotenv import load_dotenv
# from answer import answer_question

# load_dotenv(override=True)

# # -----------------------------
# # FORMAT CONTEXT PANEL
# # -----------------------------
# def format_context(docs):
#     result = "<h2 style='color: #ff7800;'>📚 Retrieved Context</h2>\n\n"
#     for doc in docs:
#         title = doc.metadata.get("title", "Unknown")
#         doc_type = doc.metadata.get("doc_type", "")
#         result += f"<hr/>"
#         result += f"<p><strong style='color: #ff7800;'>📄 {title}</strong>"
#         if doc_type:
#             result += f" &nbsp;|&nbsp; <code>{doc_type}</code>"
#         result += "</p>"
#         result += f"<pre style='background:#f4f4f4; padding:10px; border-radius:6px; font-size:12px; white-space:pre-wrap;'>{doc.page_content}</pre>\n\n"
#     return result

# # -----------------------------
# # CHAT LOGIC
# # -----------------------------
# def chat(history):
#     last_message = history[-1]["content"]
#     prior = history[:-1]

#     answer, docs = answer_question(last_message, prior)

#     history.append({"role": "assistant", "content": answer})
#     return history, format_context(docs)

# # -----------------------------
# # UI
# # -----------------------------
# def main():
#     def put_message_in_chatbot(message, history):
#         return "", history + [{"role": "user", "content": message}]

#     theme = gr.themes.Soft(font=["Inter", "system-ui", "sans-serif"])

#     with gr.Blocks(title="Socrox ChatBot") as ui:
#         gr.Markdown("# 🛠️ Socrox ChatBot\nAsk me anything about the platform.")

#         with gr.Row():
#             with gr.Column(scale=1):
#                 chatbot = gr.Chatbot(
#                     label="💬 Conversation",
#                     height=600,
#                     render_markdown=True,  # 👈 renders newlines and markdown
#                 )
#                 message = gr.Textbox(
#                     placeholder="Ask anything about Socrox...",
#                     show_label=False,
#                     submit_btn=True,        # shows send button on textbox
#                 )

#             with gr.Column(scale=1):
#                 context_display = gr.HTML(
#                     label="📚 Retrieved Context",
#                     value="<p style='color:gray;'>Retrieved context will appear here...</p>",
#                 )

#         message.submit(
#             put_message_in_chatbot,
#             inputs=[message, chatbot],
#             outputs=[message, chatbot]
#         ).then(
#             chat,
#             inputs=chatbot,
#             outputs=[chatbot, context_display]
#         )

#     ui.launch(
#     server_name="0.0.0.0",
#     server_port=7860,
#     inbrowser=True,
#     share=False,
#     theme=theme
# )

# if __name__ == "__main__":
#     main()



# app.py
from fastapi import FastAPI
from pydantic import BaseModel
from answer import answer_question
from dotenv import load_dotenv

load_dotenv(override=True)

app = FastAPI(title="Socrox RAG API")

class QueryRequest(BaseModel):
    question: str
    history: list[dict] = []   # [{"role": "user", "content": "..."}]

class QueryResponse(BaseModel):
    answer: str
    context: list[dict]        # [{title, doc_type, content}]

@app.get("/health")
def health():
    return {"status": "ok"}

@app.post("/query", response_model=QueryResponse)
def query(req: QueryRequest):
    answer, docs = answer_question(req.question, req.history)

    context = [
        {
            "title": doc.metadata.get("title", "Unknown"),
            "doc_type": doc.metadata.get("doc_type", ""),
            "content": doc.page_content,
        }
        for doc in docs
    ]

    return {"answer": answer, "context": context}