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