File size: 2,251 Bytes
1f50957 d479557 1f50957 d479557 de1e7cf d479557 1f50957 d479557 1f50957 d479557 1f50957 d479557 1f50957 d479557 1f50957 d479557 1f50957 d479557 1f50957 d479557 de1e7cf 1f50957 d479557 1f50957 d479557 1f50957 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 |
# -*- coding: utf-8 -*-
"""Chatbot using Python Project.ipynb
Automatically generated by Colab.
Original file is located at
https://colab.research.google.com/drive/1tNZAGbjtsEUqIylR9_nzpBLhj22zIWJy
"""
API_KEY = "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"
import requests
def chat_with_mistral(user_input):
url = "https://openrouter.ai/api/v1/chat/completions"
headers = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json"
}
data = {
"model": "mistralai/mistral-small-24b-instruct-2501:free",
"messages": [{"role": "user", "content": user_input}]
}
response = requests.post(url, json=data, headers=headers)
if response.status_code == 200:
return response.json()["choices"][0]["message"]["content"]
else:
return f"Error: {response.status_code} - {response.text}"
#user_input = "what about indian cricket team"
#response = chat_with_mistral(user_input)
#print("Chatbot:", response)
import gradio as gr
def mistral_chatbot(user_input):
return chat_with_mistral(user_input)
# Created a chatbot interface
chatbot_ui = gr.Interface(
fn=mistral_chatbot,
inputs="text",
outputs="text",
title="Mistral AI Chatbot",
description="Chat with an AI-powered assistant using Mistral 7B."
)
# Launching the chatbot
chatbot_ui.launch()
chat_history = []
def chat_with_mistral_context(user_input):
global chat_history # Maintain history
url = "https://api.mistral.ai/v1/chat/completions"
headers = {
"Authorization": f"Bearer {API_KEY}",
"Content-Type": "application/json"
}
chat_history.append({"role": "user", "content": user_input}) # Add user message
data = {
"model": "mistralai/mistral-small-24b-instruct-2501:free",
"messages": chat_history
}
response = requests.post(url, json=data, headers=headers)
if response.status_code == 200:
bot_response = response.json()["choices"][0]["message"]["content"]
chat_history.append({"role": "assistant", "content": bot_response}) # Add bot response
return bot_response
else:
return f"Error: {response.status_code} - {response.text}" |