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from flask import Flask | |
from flask import request | |
from groq import Groq | |
import google.generativeai | |
import os | |
app = Flask(__name__) | |
groq_client = Groq( | |
api_key=os.environ.get("GROQ_API_KEY") | |
) | |
google.generativeai.configure( | |
api_key=os.environ.get("GEMINI_API_KEY")) | |
def groq_completion(): | |
""" | |
{ | |
"model": "llama3-70b-8192", | |
"prompt": "why is the sky blue?" | |
} | |
""" | |
message = request.get_json() | |
model = message['model'] | |
prompt = message['prompt'] | |
chat_completion = groq_client.chat.completions.create( | |
messages=[ | |
{ | |
"role": "user", | |
"content": prompt, | |
} | |
], | |
model=model, | |
) | |
return chat_completion.to_dict() | |
def google_completion(): | |
""" | |
{ | |
"model": "gemini-1.5-flash", | |
"prompt": "" | |
} | |
""" | |
message = request.get_json() | |
model = message['model'] | |
prompt = message['prompt'] | |
llm_model = google.generativeai.GenerativeModel(model) | |
chat_completion = llm_model.generate_content(prompt) | |
return chat_completion.to_dict() | |
# curl -v -X POST 'https://robinroy03-fury-bot.hf.space/api/groq/generate' --header 'Content-Type: application/json' --data '{"model": "llama3-70b-8192", "prompt": "why is sky blue?"}' | |
# curl -v POST 'http://127.0.0.1:8000/api/google/generate' --header 'Content-Type: application/json' --data '{"model": "gemini-1.5-flash", "prompt": "why is sky blue?"}' | |