Update app.py
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app.py
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from fastapi import FastAPI
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from pydantic import BaseModel
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from huggingface_hub import InferenceClient
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#model_name = "serkanarslan/mistral-7b-mini-ft"
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# Choose a smaller model for free-tier
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#model_name = "microsoft/phi-2"
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model_name = "TinyLlama/TinyLlama-1.1B-Chat-v1.0" # You can switch to Phi-2, OpenChat, etc.
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# Define request format
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class ChatRequest(BaseModel):
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@app.post("/chat")
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async def chat(request: ChatRequest):
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#
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response = client.text_generation(
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from fastapi import FastAPI
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from pydantic import BaseModel
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from huggingface_hub import InferenceClient
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#model_name = "serkanarslan/mistral-7b-mini-ft"
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# Choose a smaller model for free-tier
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#model_name = "microsoft/phi-2"
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#model_name = "TinyLlama/TinyLlama-1.1B-Chat-v1.0" # You can switch to Phi-2, OpenChat, etc.
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# ✅ Use the full Hugging Face Inference API URL
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HF_API_URL = "https://api-inference.huggingface.co/models/TinyLlama/TinyLlama-1.1B-Chat-v1.0"
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client = InferenceClient(HF_API_URL)
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# Define request format
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class ChatRequest(BaseModel):
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@app.post("/chat")
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async def chat(request: ChatRequest):
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# ✅ Corrected function call with `model` argument
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response = client.text_generation(
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request.message,
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model="TinyLlama/TinyLlama-1.1B-Chat-v1.0",
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max_new_tokens=100
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)
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return {"response": response} # ✅ Removed extra quote
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