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90 lines
2.9 KiB
Python
90 lines
2.9 KiB
Python
from flask_restful import fields # type: ignore
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from libs.helper import TimestampField
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dataset_fields = {
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"id": fields.String,
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"name": fields.String,
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"description": fields.String,
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"permission": fields.String,
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"data_source_type": fields.String,
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"indexing_technique": fields.String,
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"created_by": fields.String,
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"created_at": TimestampField,
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}
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reranking_model_fields = {"reranking_provider_name": fields.String, "reranking_model_name": fields.String}
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keyword_setting_fields = {"keyword_weight": fields.Float}
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vector_setting_fields = {
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"vector_weight": fields.Float,
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"embedding_model_name": fields.String,
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"embedding_provider_name": fields.String,
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}
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weighted_score_fields = {
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"keyword_setting": fields.Nested(keyword_setting_fields),
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"vector_setting": fields.Nested(vector_setting_fields),
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}
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dataset_retrieval_model_fields = {
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"search_method": fields.String,
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"reranking_enable": fields.Boolean,
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"reranking_mode": fields.String,
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"reranking_model": fields.Nested(reranking_model_fields),
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"weights": fields.Nested(weighted_score_fields, allow_null=True),
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"top_k": fields.Integer,
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"score_threshold_enabled": fields.Boolean,
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"score_threshold": fields.Float,
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}
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external_retrieval_model_fields = {
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"top_k": fields.Integer,
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"score_threshold": fields.Float,
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"score_threshold_enabled": fields.Boolean,
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}
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tag_fields = {"id": fields.String, "name": fields.String, "type": fields.String}
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external_knowledge_info_fields = {
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"external_knowledge_id": fields.String,
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"external_knowledge_api_id": fields.String,
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"external_knowledge_api_name": fields.String,
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"external_knowledge_api_endpoint": fields.String,
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}
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dataset_detail_fields = {
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"id": fields.String,
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"name": fields.String,
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"description": fields.String,
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"provider": fields.String,
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"permission": fields.String,
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"data_source_type": fields.String,
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"indexing_technique": fields.String,
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"app_count": fields.Integer,
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"document_count": fields.Integer,
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"word_count": fields.Integer,
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"created_by": fields.String,
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"created_at": TimestampField,
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"updated_by": fields.String,
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"updated_at": TimestampField,
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"embedding_model": fields.String,
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"embedding_model_provider": fields.String,
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"embedding_available": fields.Boolean,
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"retrieval_model_dict": fields.Nested(dataset_retrieval_model_fields),
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"tags": fields.List(fields.Nested(tag_fields)),
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"doc_form": fields.String,
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"external_knowledge_info": fields.Nested(external_knowledge_info_fields),
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"external_retrieval_model": fields.Nested(external_retrieval_model_fields, allow_null=True),
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}
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dataset_query_detail_fields = {
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"id": fields.String,
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"content": fields.String,
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"source": fields.String,
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"source_app_id": fields.String,
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"created_by_role": fields.String,
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"created_by": fields.String,
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"created_at": TimestampField,
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}
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