import gradio as gr
import os
import requests
import json

entire_assistant_response = ""

def get_streamed_response(message, history):

    all_message = [{
        "role": "system",
        "content": "You a React Developer when told to develop a project that functions in a certain way ensure you write the project file structure sructure then write all the codes in the most advanced way possible and in other cases you can try inserting pictures via url then write good code and ensure they are the best, dont write any simple codes please. and sue some few comments on your codes. and organize your codes well for ease in using and deployment"
    }]
    
    for human, assistant in history:
        all_message.append({"role": "user", "content": human })
        all_message.append({"role": "assistant", "content":assistant})
    
    global entire_assistant_response
    entire_assistant_response = ""  # Reset the entire assistant response

    all_message.append({"role": "user", "content": message})

    url = "https://api.together.xyz/v1/chat/completions"
    payload = {
        "model": "NousResearch/Nous-Hermes-2-Yi-34B",
        "temperature": 1.05,
        "top_p": 0.9,
        "top_k": 50,
        "repetition_penalty": 1,
        "n": 1,
        "messages": all_message,
        "stream_tokens": True,
    }

    TOGETHER_API_KEY = os.getenv('TOGETHER_API_KEY')
    headers = {
        "accept": "application/json",
        "content-type": "application/json",
        "Authorization": f"Bearer {TOGETHER_API_KEY}",
    }

    response = requests.post(url, json=payload, headers=headers, stream=True)
    response.raise_for_status()  # Ensure HTTP request was successful

    for line in response.iter_lines():
        if line:
            decoded_line = line.decode('utf-8')

            # Check for the completion signal
            if decoded_line == "data: [DONE]":
                yield entire_assistant_response  # Yield the entire response at the end
                break

            try:
                # Decode and strip any SSE format specific prefix ("data: ")
                if decoded_line.startswith("data: "):
                    decoded_line = decoded_line.replace("data: ", "")
                    chunk_data = json.loads(decoded_line)
                    content = chunk_data['choices'][0]['delta']['content']
                    entire_assistant_response += content  # Aggregate content
                    yield entire_assistant_response

            except json.JSONDecodeError:
                print(f"Invalid JSON received: {decoded_line}")
                continue
            except KeyError as e:
                print(f"KeyError encountered: {e}")
                continue

    print(entire_assistant_response)
    all_message.append({"role": "assistant", "content": entire_assistant_response})


gr.ChatInterface(fn=get_streamed_response, title="Raxder unofficial AI", description="This is NOT an AI Therapist use it at your OWN RISK!, This might be the worst AI you have ever used", retry_btn="Regenerate 🔁").launch()