Create main.py
Browse files
main.py
ADDED
@@ -0,0 +1,93 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
import uuid
|
2 |
+
import time
|
3 |
+
import logging
|
4 |
+
from flask import Flask, request, jsonify
|
5 |
+
import requests
|
6 |
+
|
7 |
+
# === Конфигурация ===
|
8 |
+
AI_MODEL = "NousResearch/Nous-Hermes-2-Mixtral-8x7B-DPO"
|
9 |
+
HF_API_URL = "https://nymbo-serverless-textgen-hub.hf.space/run/bot"
|
10 |
+
|
11 |
+
# === Логгер ===
|
12 |
+
logging.basicConfig(level=logging.INFO)
|
13 |
+
logger = logging.getLogger(__name__)
|
14 |
+
|
15 |
+
# === Инициализация Flask ===
|
16 |
+
app = Flask(__name__)
|
17 |
+
|
18 |
+
# === Корневой маршрут для проверки работоспособности ===
|
19 |
+
@app.route("/", methods=["GET"])
|
20 |
+
def index():
|
21 |
+
return "Proxy free test", 200
|
22 |
+
|
23 |
+
# === Основной OpenAI-совместимый endpoint ===
|
24 |
+
@app.route("/v1/chat/completions", methods=["POST"])
|
25 |
+
def chat_completion():
|
26 |
+
# Логируем входной запрос
|
27 |
+
logger.info(f"📥 Запрос от клиента: {request.remote_addr}")
|
28 |
+
logger.info(f"Headers:\n{dict(request.headers)}")
|
29 |
+
logger.info(f"Body:\n{request.get_data(as_text=True)}")
|
30 |
+
|
31 |
+
try:
|
32 |
+
payload = request.get_json()
|
33 |
+
messages = payload.get("messages", [])
|
34 |
+
|
35 |
+
# Извлекаем последнее сообщение пользователя
|
36 |
+
user_msg = next((m["content"] for m in reversed(messages) if m["role"] == "user"), None)
|
37 |
+
system_msg = next((m["content"] for m in messages if m["role"] == "system"), "You are a helpful AI assistant.")
|
38 |
+
|
39 |
+
if not user_msg:
|
40 |
+
return jsonify({"error": "Missing user message"}), 400
|
41 |
+
|
42 |
+
# Подготавливаем запрос к Hugging Face Space
|
43 |
+
hf_payload = {
|
44 |
+
"data": [
|
45 |
+
[[user_msg, None]], # history
|
46 |
+
system_msg, # system_msg
|
47 |
+
512, # max_tokens
|
48 |
+
0.7, # temperature
|
49 |
+
0.95, # top_p
|
50 |
+
0, # freq_penalty
|
51 |
+
-1, # seed
|
52 |
+
AI_MODEL, # custom_model
|
53 |
+
"", # search_term
|
54 |
+
AI_MODEL # selected_model
|
55 |
+
]
|
56 |
+
}
|
57 |
+
|
58 |
+
# Выполняем запрос
|
59 |
+
hf_response = requests.post(HF_API_URL, json=hf_payload, timeout=60)
|
60 |
+
hf_response.raise_for_status()
|
61 |
+
result = hf_response.json()
|
62 |
+
|
63 |
+
output_text = result["data"][0] if "data" in result else "❌ Unexpected response format"
|
64 |
+
|
65 |
+
return jsonify({
|
66 |
+
"id": f"chatcmpl-{uuid.uuid4().hex[:12]}",
|
67 |
+
"object": "chat.completion",
|
68 |
+
"created": int(time.time()),
|
69 |
+
"model": AI_MODEL,
|
70 |
+
"choices": [
|
71 |
+
{
|
72 |
+
"index": 0,
|
73 |
+
"message": {
|
74 |
+
"role": "assistant",
|
75 |
+
"content": output_text
|
76 |
+
},
|
77 |
+
"finish_reason": "stop"
|
78 |
+
}
|
79 |
+
],
|
80 |
+
"usage": {
|
81 |
+
"prompt_tokens": 0,
|
82 |
+
"completion_tokens": 0,
|
83 |
+
"total_tokens": 0
|
84 |
+
}
|
85 |
+
})
|
86 |
+
|
87 |
+
except Exception as e:
|
88 |
+
logger.exception("❌ Ошибка обработки запроса:")
|
89 |
+
return jsonify({"error": str(e)}), 500
|
90 |
+
|
91 |
+
# === Запуск сервера ===
|
92 |
+
if __name__ == "__main__":
|
93 |
+
app.run(host="0.0.0.0", port=7860, debug=True)
|