23 lines
829 B
Python
23 lines
829 B
Python
from pocketflow import Flow
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from nodes import EmbedDocumentsNode, CreateIndexNode, EmbedQueryNode, RetrieveDocumentNode, ChunkDocumentsNode
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def get_offline_flow():
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# Create offline flow for document indexing
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chunk_docs_node = ChunkDocumentsNode()
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embed_docs_node = EmbedDocumentsNode()
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create_index_node = CreateIndexNode()
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chunk_docs_node >> embed_docs_node >> create_index_node
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offline_flow = Flow(start=chunk_docs_node)
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return offline_flow
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def get_online_flow():
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# Create online flow for document retrieval
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embed_query_node = EmbedQueryNode()
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retrieve_doc_node = RetrieveDocumentNode()
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embed_query_node >> retrieve_doc_node
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online_flow = Flow(start=embed_query_node)
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return online_flow
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# Initialize flows
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offline_flow = get_offline_flow()
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online_flow = get_online_flow() |