初始化

weknora-rerank-adapter/Dockerfile

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+FROM python:3.11-slim
+
+WORKDIR /app
+COPY requirements.txt .
+RUN pip install --no-cache-dir -r requirements.txt
+COPY app.py .
+
+EXPOSE 8080
+CMD ["uvicorn", "app:app", "--host", "0.0.0.0", "--port", "8080"]

weknora-rerank-adapter/app.py

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+import os
+from typing import Any
+
+import httpx
+from fastapi import FastAPI, HTTPException
+from pydantic import BaseModel, Field
+
+
+TEI_URL = os.getenv("TEI_URL", "http://tei-rerank:80").rstrip("/")
+app = FastAPI(title="WeKnora TEI Rerank Adapter")
+
+
+class RerankRequest(BaseModel):
+    model: str = "bge-reranker-base"
+    query: str
+    documents: list[str] = Field(min_length=1)
+    additional_data: dict[str, Any] = Field(default_factory=dict)
+    truncate_prompt_tokens: int = 511
+
+
+@app.get("/health")
+async def health() -> dict[str, str]:
+    return {"status": "ok"}
+
+
+@app.post("/rerank")
+async def rerank(request: RerankRequest) -> dict[str, Any]:
+    payload = {
+        "query": request.query,
+        "texts": request.documents,
+        "raw_scores": False,
+        "return_text": False,
+    }
+    try:
+        async with httpx.AsyncClient(timeout=60) as client:
+            response = await client.post(f"{TEI_URL}/rerank", json=payload)
+            response.raise_for_status()
+            scores = response.json()
+    except httpx.HTTPError as exc:
+        raise HTTPException(status_code=502, detail=f"TEI rerank request failed: {exc}") from exc
+
+    results = []
+    for item in scores:
+        index = int(item["index"])
+        results.append(
+            {
+                "index": index,
+                "relevance_score": float(item["score"]),
+                "document": {"text": request.documents[index]},
+            }
+        )
+    return {
+        "id": "local-tei-rerank",
+        "model": request.model,
+        "usage": {"total_tokens": 0},
+        "results": results,
+    }

weknora-rerank-adapter/requirements.txt

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+fastapi==0.115.12
+uvicorn[standard]==0.34.2
+httpx==0.28.1