Spaces:
Running
Running
Jesus Carrasco
commited on
Commit
·
eda05b2
1
Parent(s):
005c96d
Create app.py
Browse files
app.py
ADDED
|
@@ -0,0 +1,46 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
import openai
|
| 2 |
+
import os
|
| 3 |
+
from flask import Flask, request, jsonify
|
| 4 |
+
from flask_cors import CORS
|
| 5 |
+
|
| 6 |
+
# Set your OpenAI API key
|
| 7 |
+
openai.api_key = os.environ.get("OPENAI_API_KEY")
|
| 8 |
+
|
| 9 |
+
app = Flask(__name__)
|
| 10 |
+
CORS(app)
|
| 11 |
+
|
| 12 |
+
@app.route("/api/chat", methods=["POST"])
|
| 13 |
+
def chat():
|
| 14 |
+
user_messages = request.json["messages"]
|
| 15 |
+
|
| 16 |
+
# Add a system message to set the context for the assistant
|
| 17 |
+
system_message = {
|
| 18 |
+
'role': 'system',
|
| 19 |
+
'content': 'You are ChatGPT, a large language model trained by OpenAI. Answer as concisely as possible. Knowledge cutoff: 2021-09 Current date: 2023-04-15'
|
| 20 |
+
}
|
| 21 |
+
user_messages.insert(0, system_message)
|
| 22 |
+
|
| 23 |
+
# Create a prompt for GPT-3.5 Turbo
|
| 24 |
+
prompt = ""
|
| 25 |
+
for message in user_messages:
|
| 26 |
+
prompt += f"{message['role']}: {message['content']}\n"
|
| 27 |
+
prompt += "Assistant:"
|
| 28 |
+
|
| 29 |
+
# Make a request to the OpenAI API
|
| 30 |
+
response = openai.Completion.create(
|
| 31 |
+
engine="gpt-3.5-turbo",
|
| 32 |
+
prompt=prompt,
|
| 33 |
+
max_tokens=150,
|
| 34 |
+
n=1,
|
| 35 |
+
stop=None,
|
| 36 |
+
temperature=0.5,
|
| 37 |
+
)
|
| 38 |
+
|
| 39 |
+
# Extract the generated response from the API response
|
| 40 |
+
assistant_message = response.choices[0].text.strip()
|
| 41 |
+
total_tokens = response['usage']['total_tokens']
|
| 42 |
+
|
| 43 |
+
return jsonify({"message": assistant_message, "total_tokens": total_tokens})
|
| 44 |
+
|
| 45 |
+
if __name__ == "__main__":
|
| 46 |
+
app.run(debug=True)
|