mirror of
https://github.com/langgenius/dify.git
synced 2025-07-24 18:10:36 +00:00
117 lines
2.3 KiB
Python
117 lines
2.3 KiB
Python
from typing import Literal, Optional
|
|
|
|
from pydantic import BaseModel
|
|
|
|
|
|
class IconInfo(BaseModel):
|
|
icon: str
|
|
icon_background: Optional[str] = None
|
|
icon_type: Optional[str] = None
|
|
icon_url: Optional[str] = None
|
|
|
|
|
|
class PipelineTemplateInfoEntity(BaseModel):
|
|
name: str
|
|
description: str
|
|
icon_info: IconInfo
|
|
|
|
|
|
class RagPipelineDatasetCreateEntity(BaseModel):
|
|
name: str
|
|
description: str
|
|
icon_info: IconInfo
|
|
permission: str
|
|
partial_member_list: Optional[list[str]] = None
|
|
yaml_content: Optional[str] = None
|
|
|
|
|
|
class RerankingModelConfig(BaseModel):
|
|
"""
|
|
Reranking Model Config.
|
|
"""
|
|
|
|
reranking_provider_name: str
|
|
reranking_model_name: str
|
|
|
|
|
|
class VectorSetting(BaseModel):
|
|
"""
|
|
Vector Setting.
|
|
"""
|
|
|
|
vector_weight: float
|
|
embedding_provider_name: str
|
|
embedding_model_name: str
|
|
|
|
|
|
class KeywordSetting(BaseModel):
|
|
"""
|
|
Keyword Setting.
|
|
"""
|
|
|
|
keyword_weight: float
|
|
|
|
|
|
class WeightedScoreConfig(BaseModel):
|
|
"""
|
|
Weighted score Config.
|
|
"""
|
|
|
|
vector_setting: VectorSetting
|
|
keyword_setting: KeywordSetting
|
|
|
|
|
|
class EmbeddingSetting(BaseModel):
|
|
"""
|
|
Embedding Setting.
|
|
"""
|
|
|
|
embedding_provider_name: str
|
|
embedding_model_name: str
|
|
|
|
|
|
class EconomySetting(BaseModel):
|
|
"""
|
|
Economy Setting.
|
|
"""
|
|
|
|
keyword_number: int
|
|
|
|
|
|
class RetrievalSetting(BaseModel):
|
|
"""
|
|
Retrieval Setting.
|
|
"""
|
|
|
|
search_method: Literal["semantic_search", "fulltext_search", "keyword_search", "hybrid_search"]
|
|
top_k: int
|
|
score_threshold: Optional[float] = 0.5
|
|
score_threshold_enabled: bool = False
|
|
reranking_mode: str = "reranking_model"
|
|
reranking_enable: bool = True
|
|
reranking_model: Optional[RerankingModelConfig] = None
|
|
weights: Optional[WeightedScoreConfig] = None
|
|
|
|
|
|
class IndexMethod(BaseModel):
|
|
"""
|
|
Knowledge Index Setting.
|
|
"""
|
|
|
|
indexing_technique: Literal["high_quality", "economy"]
|
|
embedding_setting: EmbeddingSetting
|
|
economy_setting: EconomySetting
|
|
|
|
|
|
class KnowledgeConfiguration(BaseModel):
|
|
"""
|
|
Knowledge Base Configuration.
|
|
"""
|
|
|
|
chunk_structure: str
|
|
indexing_technique: Literal["high_quality", "economy"]
|
|
embedding_model_provider: Optional[str] = ""
|
|
embedding_model: Optional[str] = ""
|
|
keyword_number: Optional[int] = 10
|
|
retrieval_model: RetrievalSetting
|