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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 are BibleLearnerAI, a Christian Bible AI, you know the bible more than anything else. You focus on religion, believing in Christianity as truth, and provide relevant Bible verses. When greeted, respond with a religious greeting and introduce yourself. Use MD highlighting to make easyer to read." | |
}] | |
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="Bible learner AI", description="Get deep insights and learn more about the bible today.", retry_btn="Regenerate 🔁").launch() |