Upload 3 files
Browse files- Dockerfile +10 -0
- app.py +540 -0
- requirements.txt +2 -0
Dockerfile
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FROM python:3.10-slim
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WORKDIR /app
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COPY . .
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RUN pip install -r requirements.txt
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CMD ["python", "app.py"]
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app.py
ADDED
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@@ -0,0 +1,540 @@
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| 1 |
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import json
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import os
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import random
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import time
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import uuid
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import asyncio
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from starlette.responses import Response, StreamingResponse
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from fastapi import FastAPI, Request
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| 9 |
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from fastapi.middleware.cors import CORSMiddleware
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# 配置常量
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CONFIG = {
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"API": {
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"BASE_URL": "https://fragments.e2b.dev",
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"API_KEY": os.getenv("API_KEY","sk-123456")
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},
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"RETRY": {
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"MAX_ATTEMPTS": 1,
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"DELAY_BASE": 1000
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},
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"MODEL_CONFIG": {
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"o1": {
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"id": "o1",
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"provider": "OpenAI",
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"providerId": "openai",
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"name": "o1",
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"multiModal": True,
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"Systemprompt": "",
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"opt_max": {
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"temperatureMax": 2,
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"max_tokensMax": 0,
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"presence_penaltyMax": 2,
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"frequency_penaltyMax": 2,
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"top_pMax": 1,
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"top_kMax": 500
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}
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},
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"o1-mini": {
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"id": "o1",
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"provider": "OpenAI",
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"providerId": "openai",
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"name": "o1-mini",
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"multiModal": False,
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"Systemprompt": "",
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"opt_max": {
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"temperatureMax": 2,
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"max_tokensMax": 0,
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| 48 |
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"presence_penaltyMax": 2,
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"frequency_penaltyMax": 2,
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| 50 |
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"top_pMax": 1,
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"top_kMax": 500
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}
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},
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| 54 |
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"o3-mini": {
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| 55 |
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"id": "o3-mini",
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"provider": "OpenAI",
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| 57 |
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"providerId": "openai",
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| 58 |
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"name": "o3 mini",
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| 59 |
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"multiModal": False,
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| 60 |
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"Systemprompt": "",
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| 61 |
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"opt_max": {
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| 62 |
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"temperatureMax": 2,
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| 63 |
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"max_tokensMax": 0,
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| 64 |
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"presence_penaltyMax": 2,
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| 65 |
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"frequency_penaltyMax": 2,
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| 66 |
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"top_pMax": 1,
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"top_kMax": 500
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}
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},
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| 70 |
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"gpt-4.5-preview": {
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"id": "gpt-4.5-preview",
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"provider": "OpenAI",
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"providerId": "openai",
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"name": "GPT-4.5",
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| 75 |
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"multiModal": True,
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+
"Systemprompt": "",
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"opt_max": {
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"temperatureMax": 2,
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"max_tokensMax": 0,
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| 80 |
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"presence_penaltyMax": 2,
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| 81 |
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"frequency_penaltyMax": 2,
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| 82 |
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"top_pMax": 1,
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| 83 |
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"top_kMax": 500
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| 84 |
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}
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},
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"gpt-4o": {
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"id": "gpt-4o",
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| 88 |
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"provider": "OpenAI",
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"providerId": "openai",
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| 90 |
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"name": "GPT-4o",
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| 91 |
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"multiModal": True,
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| 92 |
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"Systemprompt": "",
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| 93 |
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"opt_max": {
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| 94 |
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"temperatureMax": 2,
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| 95 |
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"max_tokensMax": 16380,
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| 96 |
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"presence_penaltyMax": 2,
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| 97 |
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"frequency_penaltyMax": 2,
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| 98 |
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"top_pMax": 1,
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| 99 |
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"top_kMax": 500
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| 100 |
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}
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| 101 |
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},
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| 102 |
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"gpt-4-turbo": {
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| 103 |
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"id": "gpt-4-turbo",
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| 104 |
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"provider": "OpenAI",
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| 105 |
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"providerId": "openai",
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| 106 |
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"name": "GPT-4 Turbo",
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| 107 |
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"multiModal": True,
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| 108 |
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"Systemprompt": "",
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| 109 |
+
"opt_max": {
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| 110 |
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"temperatureMax": 2,
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| 111 |
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"max_tokensMax": 16380,
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| 112 |
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"presence_penaltyMax": 2,
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| 113 |
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"frequency_penaltyMax": 2,
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| 114 |
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"top_pMax": 1,
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| 115 |
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"top_kMax": 500
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| 116 |
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}
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| 117 |
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},
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| 118 |
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"gemini-1.5-pro": {
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| 119 |
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"id": "gemini-1.5-pro-002",
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| 120 |
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"provider": "Google Vertex AI",
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| 121 |
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"providerId": "vertex",
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| 122 |
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"name": "Gemini 1.5 Pro",
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| 123 |
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"multiModal": True,
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| 124 |
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"Systemprompt": "",
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| 125 |
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"opt_max": {
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| 126 |
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"temperatureMax": 2,
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| 127 |
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"max_tokensMax": 8192,
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| 128 |
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"presence_penaltyMax": 2,
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| 129 |
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"frequency_penaltyMax": 2,
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| 130 |
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"top_pMax": 1,
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| 131 |
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"top_kMax": 500
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| 132 |
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}
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| 133 |
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},
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| 134 |
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"gemini-exp-1121": {
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| 135 |
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"id": "gemini-exp-1121",
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| 136 |
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"provider": "Google Generative AI",
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| 137 |
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"providerId": "google",
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| 138 |
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"name": "Gemini Experimental 1121",
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| 139 |
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"multiModal": True,
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| 140 |
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"Systemprompt": "",
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| 141 |
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"opt_max": {
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| 142 |
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"temperatureMax": 2,
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| 143 |
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"max_tokensMax": 8192,
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| 144 |
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"presence_penaltyMax": 2,
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| 145 |
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"frequency_penaltyMax": 2,
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| 146 |
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"top_pMax": 1,
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| 147 |
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"top_kMax": 40
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| 148 |
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}
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| 149 |
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},
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| 150 |
+
"gemini-2.0-flash-exp": {
|
| 151 |
+
"id": "models/gemini-2.0-flash-exp",
|
| 152 |
+
"provider": "Google Generative AI",
|
| 153 |
+
"providerId": "google",
|
| 154 |
+
"name": "Gemini 2.0 Flash",
|
| 155 |
+
"multiModal": True,
|
| 156 |
+
"Systemprompt": "",
|
| 157 |
+
"opt_max": {
|
| 158 |
+
"temperatureMax": 2,
|
| 159 |
+
"max_tokensMax": 8192,
|
| 160 |
+
"presence_penaltyMax": 2,
|
| 161 |
+
"frequency_penaltyMax": 2,
|
| 162 |
+
"top_pMax": 1,
|
| 163 |
+
"top_kMax": 40
|
| 164 |
+
}
|
| 165 |
+
},
|
| 166 |
+
"claude-3-7-sonnet-latest": {
|
| 167 |
+
"id": "claude-3-5-sonnet-latest",
|
| 168 |
+
"provider": "Anthropic",
|
| 169 |
+
"providerId": "anthropic",
|
| 170 |
+
"name": "Claude 3.7 Sonnet",
|
| 171 |
+
"multiModal": True,
|
| 172 |
+
"Systemprompt": "",
|
| 173 |
+
"opt_max": {
|
| 174 |
+
"temperatureMax": 1,
|
| 175 |
+
"max_tokensMax": 8192,
|
| 176 |
+
"presence_penaltyMax": 2,
|
| 177 |
+
"frequency_penaltyMax": 2,
|
| 178 |
+
"top_pMax": 1,
|
| 179 |
+
"top_kMax": 500
|
| 180 |
+
}
|
| 181 |
+
},
|
| 182 |
+
"claude-3-5-sonnet-latest": {
|
| 183 |
+
"id": "claude-3-5-sonnet-latest",
|
| 184 |
+
"provider": "Anthropic",
|
| 185 |
+
"providerId": "anthropic",
|
| 186 |
+
"name": "Claude 3.5 Sonnet",
|
| 187 |
+
"multiModal": True,
|
| 188 |
+
"Systemprompt": "",
|
| 189 |
+
"opt_max": {
|
| 190 |
+
"temperatureMax": 1,
|
| 191 |
+
"max_tokensMax": 8192,
|
| 192 |
+
"presence_penaltyMax": 2,
|
| 193 |
+
"frequency_penaltyMax": 2,
|
| 194 |
+
"top_pMax": 1,
|
| 195 |
+
"top_kMax": 500
|
| 196 |
+
}
|
| 197 |
+
},
|
| 198 |
+
"claude-3-5-haiku-latest": {
|
| 199 |
+
"id": "claude-3-5-haiku-latest",
|
| 200 |
+
"provider": "Anthropic",
|
| 201 |
+
"providerId": "anthropic",
|
| 202 |
+
"name": "Claude 3.5 Haiku",
|
| 203 |
+
"multiModal": False,
|
| 204 |
+
"Systemprompt": "",
|
| 205 |
+
"opt_max": {
|
| 206 |
+
"temperatureMax": 1,
|
| 207 |
+
"max_tokensMax": 8192,
|
| 208 |
+
"presence_penaltyMax": 2,
|
| 209 |
+
"frequency_penaltyMax": 2,
|
| 210 |
+
"top_pMax": 1,
|
| 211 |
+
"top_kMax": 500
|
| 212 |
+
}
|
| 213 |
+
}
|
| 214 |
+
},
|
| 215 |
+
"DEFAULT_HEADERS": {
|
| 216 |
+
'accept': '*/*',
|
| 217 |
+
'accept-language': 'zh-CN,zh;q=0.9,en;q=0.8,en-GB;q=0.7,en-US;q=0.6',
|
| 218 |
+
'cache-control': 'no-cache',
|
| 219 |
+
'content-type': 'application/json',
|
| 220 |
+
'origin': 'https://fragments.e2b.dev',
|
| 221 |
+
'pragma': 'no-cache',
|
| 222 |
+
'priority': 'u=1, i',
|
| 223 |
+
'referer': 'https://fragments.e2b.dev/',
|
| 224 |
+
'sec-ch-ua': '"Not(A:Brand";v="99", "Microsoft Edge";v="133", "Chromium";v="133"',
|
| 225 |
+
'sec-ch-ua-mobile': '?0',
|
| 226 |
+
'sec-ch-ua-platform': '"Windows"',
|
| 227 |
+
'sec-fetch-dest': 'empty',
|
| 228 |
+
'sec-fetch-mode': 'cors',
|
| 229 |
+
'sec-fetch-site': 'same-origin',
|
| 230 |
+
'user-agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/133.0.0.0 Safari/537.36 Edg/133.0.0.0'
|
| 231 |
+
},
|
| 232 |
+
"MODEL_PROMPT": "Chatting with users and starting role-playing, the most important thing is to pay attention to their latest messages, use only 'text' to output the chat text reply content generated for user messages, and finally output it in code"
|
| 233 |
+
}
|
| 234 |
+
|
| 235 |
+
|
| 236 |
+
# 工具类
|
| 237 |
+
class Utils:
|
| 238 |
+
@staticmethod
|
| 239 |
+
def uuidv4():
|
| 240 |
+
return str(uuid.uuid4())
|
| 241 |
+
|
| 242 |
+
@staticmethod
|
| 243 |
+
async def config_opt(params, model_config):
|
| 244 |
+
if not model_config.get("opt_max"):
|
| 245 |
+
return None
|
| 246 |
+
|
| 247 |
+
options_map = {
|
| 248 |
+
"temperature": "temperatureMax",
|
| 249 |
+
"max_tokens": "max_tokensMax",
|
| 250 |
+
"presence_penalty": "presence_penaltyMax",
|
| 251 |
+
"frequency_penalty": "frequency_penaltyMax",
|
| 252 |
+
"top_p": "top_pMax",
|
| 253 |
+
"top_k": "top_kMax"
|
| 254 |
+
}
|
| 255 |
+
|
| 256 |
+
constrained_params = {}
|
| 257 |
+
for key, value in params.items():
|
| 258 |
+
max_key = options_map.get(key)
|
| 259 |
+
if (max_key and
|
| 260 |
+
max_key in model_config["opt_max"] and
|
| 261 |
+
value is not None):
|
| 262 |
+
constrained_params[key] = min(value, model_config["opt_max"][max_key])
|
| 263 |
+
|
| 264 |
+
return constrained_params
|
| 265 |
+
|
| 266 |
+
|
| 267 |
+
# API客户端类
|
| 268 |
+
class ApiClient:
|
| 269 |
+
def __init__(self, model_id):
|
| 270 |
+
if model_id not in CONFIG["MODEL_CONFIG"]:
|
| 271 |
+
raise ValueError(f"不支持的模型: {model_id}")
|
| 272 |
+
self.model_config = CONFIG["MODEL_CONFIG"][model_id]
|
| 273 |
+
|
| 274 |
+
def process_message_content(self, content):
|
| 275 |
+
if isinstance(content, str):
|
| 276 |
+
return content
|
| 277 |
+
if isinstance(content, list):
|
| 278 |
+
return "\n".join([item["text"] for item in content if item["type"] == "text"])
|
| 279 |
+
if isinstance(content, dict):
|
| 280 |
+
return content.get("text")
|
| 281 |
+
return None
|
| 282 |
+
|
| 283 |
+
async def prepare_chat_request(self, request, config=None):
|
| 284 |
+
opt_config = config or {"model": self.model_config["id"]}
|
| 285 |
+
return {
|
| 286 |
+
"userID": Utils.uuidv4(),
|
| 287 |
+
"messages": await self.transform_messages(request),
|
| 288 |
+
"template": {
|
| 289 |
+
"text": {
|
| 290 |
+
"name": CONFIG["MODEL_PROMPT"],
|
| 291 |
+
"lib": [""],
|
| 292 |
+
"file": "pages/ChatWithUsers.txt",
|
| 293 |
+
"instructions": self.model_config["Systemprompt"],
|
| 294 |
+
"port": None
|
| 295 |
+
}
|
| 296 |
+
},
|
| 297 |
+
"model": {
|
| 298 |
+
"id": self.model_config["id"],
|
| 299 |
+
"provider": self.model_config["provider"],
|
| 300 |
+
"providerId": self.model_config["providerId"],
|
| 301 |
+
"name": self.model_config["name"],
|
| 302 |
+
"multiModal": self.model_config["multiModal"]
|
| 303 |
+
},
|
| 304 |
+
"config": {"model": self.model_config["id"]}
|
| 305 |
+
}
|
| 306 |
+
|
| 307 |
+
async def transform_messages(self, request):
|
| 308 |
+
merged_messages = []
|
| 309 |
+
for current in request["messages"]:
|
| 310 |
+
current_content = self.process_message_content(current["content"])
|
| 311 |
+
if current_content is None:
|
| 312 |
+
continue
|
| 313 |
+
|
| 314 |
+
if (merged_messages and
|
| 315 |
+
current and
|
| 316 |
+
merged_messages[-1]["role"] == current["role"]):
|
| 317 |
+
last_content = self.process_message_content(merged_messages[-1]["content"])
|
| 318 |
+
if last_content is not None:
|
| 319 |
+
merged_messages[-1]["content"] = f"{last_content}\n{current_content}"
|
| 320 |
+
continue
|
| 321 |
+
|
| 322 |
+
merged_messages.append(current)
|
| 323 |
+
|
| 324 |
+
messages = []
|
| 325 |
+
for msg in merged_messages:
|
| 326 |
+
if msg["role"] in ["system", "user"]:
|
| 327 |
+
messages.append({
|
| 328 |
+
"role": "user",
|
| 329 |
+
"content": [{
|
| 330 |
+
"type": "text",
|
| 331 |
+
"text": msg["content"]
|
| 332 |
+
}]
|
| 333 |
+
})
|
| 334 |
+
elif msg["role"] == "assistant":
|
| 335 |
+
messages.append({
|
| 336 |
+
"role": "assistant",
|
| 337 |
+
"content": [{
|
| 338 |
+
"type": "text",
|
| 339 |
+
"text": msg["content"]
|
| 340 |
+
}]
|
| 341 |
+
})
|
| 342 |
+
|
| 343 |
+
return messages
|
| 344 |
+
|
| 345 |
+
|
| 346 |
+
# 响应处理类
|
| 347 |
+
class ResponseHandler:
|
| 348 |
+
@staticmethod
|
| 349 |
+
async def handle_stream_response(chat_message, model):
|
| 350 |
+
async def stream_generator():
|
| 351 |
+
index = 0
|
| 352 |
+
while True:
|
| 353 |
+
# 如果已经发送完所有内容
|
| 354 |
+
if index >= len(chat_message):
|
| 355 |
+
yield f"data: [DONE]\n\n"
|
| 356 |
+
break
|
| 357 |
+
|
| 358 |
+
chunk_size = random.randint(15, 29)
|
| 359 |
+
chunk = chat_message[index:index + chunk_size]
|
| 360 |
+
|
| 361 |
+
event_data = {
|
| 362 |
+
"id": Utils.uuidv4(),
|
| 363 |
+
"object": "chat.completion.chunk",
|
| 364 |
+
"created": int(time.time()),
|
| 365 |
+
"model": model,
|
| 366 |
+
"choices": [{
|
| 367 |
+
"index": 0,
|
| 368 |
+
"delta": {"content": chunk},
|
| 369 |
+
"finish_reason": "stop" if index + chunk_size >= len(chat_message) else None
|
| 370 |
+
}]
|
| 371 |
+
}
|
| 372 |
+
|
| 373 |
+
try:
|
| 374 |
+
payload = f"data: {json.dumps(event_data)}\n\n"
|
| 375 |
+
yield payload
|
| 376 |
+
except Exception as error:
|
| 377 |
+
raise Exception(f"json转换失败: {error}")
|
| 378 |
+
|
| 379 |
+
index += chunk_size
|
| 380 |
+
await asyncio.sleep(0.05) # 50ms delay
|
| 381 |
+
|
| 382 |
+
return StreamingResponse(
|
| 383 |
+
stream_generator(),
|
| 384 |
+
media_type="text/event-stream",
|
| 385 |
+
headers={
|
| 386 |
+
"Cache-Control": "no-cache",
|
| 387 |
+
"Connection": "keep-alive",
|
| 388 |
+
}
|
| 389 |
+
)
|
| 390 |
+
|
| 391 |
+
@staticmethod
|
| 392 |
+
async def handle_normal_response(chat_message, model):
|
| 393 |
+
response_data = {
|
| 394 |
+
"id": Utils.uuidv4(),
|
| 395 |
+
"object": "chat.completion",
|
| 396 |
+
"created": int(time.time()),
|
| 397 |
+
"model": model,
|
| 398 |
+
"choices": [{
|
| 399 |
+
"index": 0,
|
| 400 |
+
"message": {
|
| 401 |
+
"role": "assistant",
|
| 402 |
+
"content": chat_message
|
| 403 |
+
},
|
| 404 |
+
"finish_reason": "stop"
|
| 405 |
+
}],
|
| 406 |
+
"usage": None
|
| 407 |
+
}
|
| 408 |
+
|
| 409 |
+
return Response(
|
| 410 |
+
content=json.dumps(response_data),
|
| 411 |
+
media_type="application/json"
|
| 412 |
+
)
|
| 413 |
+
|
| 414 |
+
|
| 415 |
+
# FastAPI 应用
|
| 416 |
+
app = FastAPI()
|
| 417 |
+
|
| 418 |
+
# 添加 CORS 中间件
|
| 419 |
+
app.add_middleware(
|
| 420 |
+
CORSMiddleware,
|
| 421 |
+
allow_origins=["*"],
|
| 422 |
+
allow_credentials=True,
|
| 423 |
+
allow_methods=["*"],
|
| 424 |
+
allow_headers=["*"],
|
| 425 |
+
)
|
| 426 |
+
|
| 427 |
+
|
| 428 |
+
# 模型列表端点
|
| 429 |
+
@app.get("/hf/v1/models")
|
| 430 |
+
async def get_models():
|
| 431 |
+
return {
|
| 432 |
+
"object": "list",
|
| 433 |
+
"data": [
|
| 434 |
+
{
|
| 435 |
+
"id": model,
|
| 436 |
+
"object": "model",
|
| 437 |
+
"created": int(time.time()),
|
| 438 |
+
"owned_by": "e2b",
|
| 439 |
+
}
|
| 440 |
+
for model in CONFIG["MODEL_CONFIG"].keys()
|
| 441 |
+
]
|
| 442 |
+
}
|
| 443 |
+
|
| 444 |
+
|
| 445 |
+
# 聊天完成端点
|
| 446 |
+
@app.post("/hf/v1/chat/completions")
|
| 447 |
+
async def chat_completions(request: Request):
|
| 448 |
+
try:
|
| 449 |
+
# 验证授权
|
| 450 |
+
auth_header = request.headers.get("authorization", "")
|
| 451 |
+
auth_token = auth_header.replace("Bearer ", "") if auth_header else ""
|
| 452 |
+
|
| 453 |
+
if auth_token != CONFIG["API"]["API_KEY"]:
|
| 454 |
+
return Response(
|
| 455 |
+
content=json.dumps({"error": "Unauthorized"}),
|
| 456 |
+
status_code=401,
|
| 457 |
+
media_type="application/json"
|
| 458 |
+
)
|
| 459 |
+
|
| 460 |
+
# 解析请求体
|
| 461 |
+
request_body = await request.json()
|
| 462 |
+
model = request_body.get("model")
|
| 463 |
+
temperature = request_body.get("temperature")
|
| 464 |
+
max_tokens = request_body.get("max_tokens")
|
| 465 |
+
presence_penalty = request_body.get("presence_penalty")
|
| 466 |
+
frequency_penalty = request_body.get("frequency_penalty")
|
| 467 |
+
top_p = request_body.get("top_p")
|
| 468 |
+
top_k = request_body.get("top_k")
|
| 469 |
+
stream = request_body.get("stream", False)
|
| 470 |
+
|
| 471 |
+
# 配置选项
|
| 472 |
+
|
| 473 |
+
config_opt = await Utils.config_opt(
|
| 474 |
+
{
|
| 475 |
+
"temperature": temperature,
|
| 476 |
+
"max_tokens": max_tokens,
|
| 477 |
+
"presence_penalty": presence_penalty,
|
| 478 |
+
"frequency_penalty": frequency_penalty,
|
| 479 |
+
"top_p": top_p,
|
| 480 |
+
"top_k": top_k
|
| 481 |
+
},
|
| 482 |
+
CONFIG["MODEL_CONFIG"][model]
|
| 483 |
+
)
|
| 484 |
+
|
| 485 |
+
#config_opt = {"model": model if CONFIG["MODEL_CONFIG"].get(model) else "gpt-4o"}
|
| 486 |
+
# 准备请求
|
| 487 |
+
api_client = ApiClient(model)
|
| 488 |
+
request_payload = await api_client.prepare_chat_request(request_body, config_opt)
|
| 489 |
+
|
| 490 |
+
# 发送请求到上游服务
|
| 491 |
+
import httpx
|
| 492 |
+
async with httpx.AsyncClient() as client:
|
| 493 |
+
response = await client.post(
|
| 494 |
+
f"{CONFIG['API']['BASE_URL']}/api/chat",
|
| 495 |
+
headers=CONFIG["DEFAULT_HEADERS"],
|
| 496 |
+
json=request_payload
|
| 497 |
+
)
|
| 498 |
+
response_data = response.json()
|
| 499 |
+
|
| 500 |
+
# 处理响应
|
| 501 |
+
chat_message = (response_data.get('code', '') or response_data.get('text', '') or response_data or '').strip() or None
|
| 502 |
+
|
| 503 |
+
if not chat_message:
|
| 504 |
+
raise Exception("No response from upstream service")
|
| 505 |
+
|
| 506 |
+
# 返回流式或普通响应
|
| 507 |
+
if stream:
|
| 508 |
+
return await ResponseHandler.handle_stream_response(chat_message, model)
|
| 509 |
+
else:
|
| 510 |
+
return await ResponseHandler.handle_normal_response(chat_message, model)
|
| 511 |
+
|
| 512 |
+
except Exception as error:
|
| 513 |
+
return Response(
|
| 514 |
+
content=json.dumps({
|
| 515 |
+
"error": {
|
| 516 |
+
"message": f"{str(error)} 请求失败,可能是上下文超出限制或其他错误,请稍后重试。",
|
| 517 |
+
"type": "server_error",
|
| 518 |
+
"param": None,
|
| 519 |
+
"code": getattr(error, "code", None)
|
| 520 |
+
}
|
| 521 |
+
}),
|
| 522 |
+
status_code=500,
|
| 523 |
+
media_type="application/json"
|
| 524 |
+
)
|
| 525 |
+
|
| 526 |
+
|
| 527 |
+
# 404 处理
|
| 528 |
+
@app.api_route("/{path:path}", methods=["GET", "POST", "PUT", "DELETE"])
|
| 529 |
+
async def not_found(request: Request, path: str):
|
| 530 |
+
return Response(
|
| 531 |
+
content="服务运行成功,请使用正确请求路径",
|
| 532 |
+
status_code=404,
|
| 533 |
+
headers={"Access-Control-Allow-Origin": "*"}
|
| 534 |
+
)
|
| 535 |
+
|
| 536 |
+
|
| 537 |
+
# 启动服务器
|
| 538 |
+
if __name__ == "__main__":
|
| 539 |
+
import uvicorn
|
| 540 |
+
uvicorn.run(app, host="0.0.0.0", port=7860)
|
requirements.txt
ADDED
|
@@ -0,0 +1,2 @@
|
|
|
|
|
|
|
|
|
|
| 1 |
+
fastapi
|
| 2 |
+
uvicorn
|