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Integration with Infinity (#2894)
### What problem does this PR solve? Integration with Infinity - Replaced ELASTICSEARCH with dataStoreConn - Renamed deleteByQuery with delete - Renamed bulk to upsertBulk - getHighlight, getAggregation - Fix KGSearch.search - Moved Dealer.sql_retrieval to es_conn.py ### Type of change - [x] Refactoring
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@ -254,9 +254,12 @@ if __name__ == "__main__":
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from api.db import LLMType
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from api.db.services.llm_service import LLMBundle
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from api.settings import retrievaler
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from api.db.services.knowledgebase_service import KnowledgebaseService
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kb_ids = KnowledgebaseService.get_kb_ids(args.tenant_id)
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ex = ClaimExtractor(LLMBundle(args.tenant_id, LLMType.CHAT))
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docs = [d["content_with_weight"] for d in retrievaler.chunk_list(args.doc_id, args.tenant_id, max_count=12, fields=["content_with_weight"])]
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docs = [d["content_with_weight"] for d in retrievaler.chunk_list(args.doc_id, args.tenant_id, kb_ids, max_count=12, fields=["content_with_weight"])]
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info = {
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"input_text": docs,
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"entity_specs": "organization, person",
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