app/main.py

from fastapi import FastAPI, UploadFile, File, Form
from fastapi.responses import JSONResponse
from app.pipeline import plant_intelligence_pipeline

app = FastAPI(
    title=" Plant Intelligence AI",
    description="Hybrid Plant Identifier +  Reasoning Assistant",
    version="1.0.0",
)

@app.get("/")
def home():
    return {"message": "Welcome to the Plant Intelligence AI "}

@app.post("/analyze")
async def analyze(file: UploadFile = File(...), query: str = Form("")):
    try:
        image_bytes = await file.read()
        result = plant_intelligence_pipeline(image_bytes, user_query=query)
        return JSONResponse(result)
    except Exception as e:
        return JSONResponse({"error": str(e)}, status_code=500)