mirror of
https://github.com/infiniflow/ragflow.git
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40 lines
1.2 KiB
Python
40 lines
1.2 KiB
Python
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import time
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from typing import Any, Dict, List, Optional
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from .http_client import HttpClient
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from .metrics import RetrievalSample
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class RetrievalError(RuntimeError):
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pass
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def build_payload(
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question: str,
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dataset_ids: List[str],
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document_ids: Optional[List[str]] = None,
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payload: Optional[Dict[str, Any]] = None,
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) -> Dict[str, Any]:
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body = dict(payload or {})
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if "question" not in body:
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body["question"] = question
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if "dataset_ids" not in body:
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body["dataset_ids"] = dataset_ids
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if document_ids is not None and "document_ids" not in body:
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body["document_ids"] = document_ids
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return body
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def run_retrieval(client: HttpClient, payload: Dict[str, Any]) -> RetrievalSample:
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t0 = time.perf_counter()
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response = client.request("POST", "/retrieval", json_body=payload, stream=False)
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raw = response.content
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t1 = time.perf_counter()
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try:
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res = client.parse_json_bytes(raw)
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except Exception as exc:
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return RetrievalSample(t0=t0, t1=t1, error=f"Invalid JSON response: {exc}")
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if res.get("code") != 0:
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return RetrievalSample(t0=t0, t1=t1, error=res.get("message"), response=res)
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return RetrievalSample(t0=t0, t1=t1, error=None, response=res)
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