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Parent(s):
11076fa
Initial chatbot app with Gemma
Browse files- Dockerfile +13 -0
- app.py +36 -0
- requirements.txt +4 -0
Dockerfile
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# Dockerfile
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FROM python:3.10-slim
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WORKDIR /app
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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COPY app.py .
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ENV PORT=8080
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CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8080"]
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app.py
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from fastapi import FastAPI, Request
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from fastapi.middleware.cors import CORSMiddleware
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from pydantic import BaseModel
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from huggingface_hub import InferenceClient
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import os
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HF_TOKEN = os.getenv("HF_TOKEN")
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MODEL_ID = "google/gemma-2b-it"
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client = InferenceClient(token=HF_TOKEN)
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app = FastAPI()
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# Allow CORS for all origins (for development and Netlify)
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app.add_middleware(
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CORSMiddleware,
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allow_origins=["*"], # For production, specify frontend domain
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allow_credentials=True,
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allow_methods=["*"],
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allow_headers=["*"],
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)
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class ChatRequest(BaseModel):
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message: str
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@app.post("/chat")
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async def chat(req: ChatRequest):
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try:
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messages = [{"role": "user", "content": req.message}]
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response = client.chat_completion(
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model=MODEL_ID,
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messages=messages,
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temperature=0.7,
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)
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return {"response": response.choices[0].message.content}
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except Exception as e:
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return {"error": str(e)}
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requirements.txt
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fastapi
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uvicorn
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huggingface_hub
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python-dotenv
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