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External knowledge api

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jyong
2024-09-24 17:52:16 +08:00
parent 19c526120c
commit ed92c90a40
13 changed files with 318 additions and 143 deletions
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17
api/core/rag/rerank/rerank_model.py
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@ -28,11 +28,16 @@ class RerankModelRunner:
docs = []
doc_id = []
unique_documents = []
for document in documents:
dify_documents = [item for item in documents if item.provider == "dify"]
external_documents = [item for item in documents if item.provider == "external"]
for document in dify_documents:
if document.metadata["doc_id"] not in doc_id:
doc_id.append(document.metadata["doc_id"])
docs.append(document.page_content)
unique_documents.append(document)
for document in external_documents:
docs.append(document.page_content)
unique_documents.append(document)
documents = unique_documents
@ -46,14 +51,10 @@ class RerankModelRunner:
# format document
rerank_document = Document(
page_content=result.text,
metadata={
"doc_id": documents[result.index].metadata["doc_id"],
"doc_hash": documents[result.index].metadata["doc_hash"],
"document_id": documents[result.index].metadata["document_id"],
"dataset_id": documents[result.index].metadata["dataset_id"],
"score": result.score,
},
metadata=documents[result.index].metadata,
provider=documents[result.index].provider,
)
rerank_document.metadata["score"] = result.score
rerank_documents.append(rerank_document)
return rerank_documents