app.py

import gradio as gr
from dotenv import load_dotenv

from implementation.answer import answer_question

load_dotenv(override=True)


def format_context(context):
    result = "<h2 style='color: #ff7800;'>Relevant Context</h2>\n\n"
    for doc in context:
        result += f"<span style='color: #ff7800;'>Source: {doc.metadata['source']}</span>\n\n"
        result += doc.page_content + "\n\n"
    return result


def chat(history):
    if not history:
        return history, "*No context retrieved*"

    # Clean history dictionary payload to avoid sending raw JSON structures to the model
    cleaned_history = []
    for entry in history:
        content = entry["content"]
        if isinstance(content, dict):
            text_content = content.get("text", "")
        else:
            text_content = str(content)
            
        cleaned_history.append({
            "role": entry["role"],
            "content": text_content
        })

    last_message = cleaned_history[-1]["content"]
    prior = cleaned_history[:-1]
    
    answer, context = answer_question(last_message, prior)
    history.append({"role": "assistant", "content": answer})
    return history, format_context(context)


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"])

    # 1. Removed title/theme from Blocks constructor to align with Gradio 6 requirements
    with gr.Blocks() as ui:
        gr.Markdown("# 🏢 Insurellm Expert Assistant\nAsk me anything about Insurellm!")

        with gr.Row():
            with gr.Column(scale=1):
                # 2. Removed 'show_copy_button' to fix the TypeError
                chatbot = gr.Chatbot(
                    label="💬 Conversation", height=600
                )
                message = gr.Textbox(
                    label="Your Question",
                    placeholder="Ask anything about Insurellm...",
                    show_label=False,
                )

            with gr.Column(scale=1):
                context_markdown = gr.Markdown(
                    label="📚 Retrieved Context",
                    value="*Retrieved context will appear here*",
                    container=True,
                    height=600,
                )

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

    # 3. Passed title and theme parameter directly into launch() method
    ui.launch(inbrowser=True, theme=theme)


if __name__ == "__main__":
    main()