feat: initial commit

Dockerfile

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+FROM python:3.13.9-slim
+
+WORKDIR /app
+
+COPY requirements.txt .
+
+RUN pip install --no-cache-dir -r requirements.txt
+
+COPY app.py .
+
+EXPOSE 8000
+
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8000"]

app.py

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+from fastapi import FastAPI, HTTPException
+from pydantic import BaseModel
+from typing import List, Optional
+from rapidfuzz import fuzz
+
+app = FastAPI()
+
+
+# Request body schema
+class MatchRequest(BaseModel):
+    title: str
+    options: List[str]
+    threshold: Optional[int] = 85  # default match threshold
+
+
+# Response schema
+class MatchResponse(BaseModel):
+    match_found: bool
+    best_match: Optional[str] = None
+    similarity: Optional[float] = None
+
+
+@app.post("/match-title", response_model=MatchResponse)
+def match_title(request: MatchRequest):
+    title = request.title
+    options = request.options
+    threshold = request.threshold
+
+    print(title)
+    print(options)
+
+    if not title or not options:
+        raise HTTPException(status_code=400, detail="Title and options are required.")
+
+    best_match = None
+    best_score = 0
+
+    for option in options:
+        score = fuzz.ratio(title, option)
+        if score > best_score:
+            best_score = score
+            best_match = option
+
+    if best_score >= threshold:
+        return MatchResponse(match_found=True, best_match=best_match, similarity=best_score)
+    else:
+        return MatchResponse(match_found=False)

requirements.txt

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+fastapi~=0.119.0
+pydantic~=2.12.3
+RapidFuzz~=3.14.1
+uvicorn