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Update app.py
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app.py
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from fastapi import FastAPI
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from llama_cpp import Llama
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from huggingface_hub import hf_hub_download
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import uvicorn
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app = FastAPI()
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MODEL_REPO = "microsoft/Phi-3-mini-4k-instruct-gguf"
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MODEL_FILE = "Phi-3-mini-4k-instruct-q4.gguf"
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print("Downloading model...")
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model_path = hf_hub_download(
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repo_id=MODEL_REPO,
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filename=MODEL_FILE
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)
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print("Loading model...")
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llm = Llama(
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model_path=model_path,
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n_ctx=2048,
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n_threads=2
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)
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return {"response": output}
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from fastapi import FastAPI
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from pydantic import BaseModel
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from llama_cpp import Llama
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from huggingface_hub import hf_hub_download
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app = FastAPI()
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# ---------- LOAD MODEL ----------
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MODEL_REPO = "microsoft/Phi-3-mini-4k-instruct-gguf"
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MODEL_FILE = "Phi-3-mini-4k-instruct-q4.gguf"
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model_path = hf_hub_download(
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repo_id=MODEL_REPO,
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filename=MODEL_FILE
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)
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llm = Llama(
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model_path=model_path,
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n_ctx=2048,
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n_threads=2
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)
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# ---------- REQUEST FORMAT ----------
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class ChatRequest(BaseModel):
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message: str
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# ---------- CHAT ENDPOINT ----------
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@app.post("/chat")
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def chat(req: ChatRequest):
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response = llm(
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f"User: {req.message}\nAssistant:",
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max_tokens=300
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)
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reply = response["choices"][0]["text"]
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return {
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"reply": reply.strip()
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}
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# ---------- HEALTH CHECK ----------
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@app.get("/")
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def root():
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return {"status": "AI Engine Running"}
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