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models.py
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models.py
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from enum import Enum
from typing import List, Optional
from pydantic import BaseModel, Field
class SuccessResponse(BaseModel):
result = 'ok'
class Rating(str, Enum):
positive = "positive"
negative = "negative"
class IngestMetadata(BaseModel):
source: Optional[str] = Field(None, description='The source contributing the ingest data.', example='gpt4all-chat')
submitter_id: str = Field(None, description='An identifier for the entity that submitted the ingest', example='EliteHacker#42')
class ChatItem(BaseModel):
content: str = Field(..., description='The textual contents of the chat turn', example='Hello, how can I assist you today?')
role: Optional[str] = Field(None, description='The role of the entity that generated content.', example='assistant')
rating: Optional[Rating] = Field(None, description='A rating of the chat item', example='negative')
stopped: bool = Field(False, description='Was the generation stopped prior to completing?', example=True)
edited_content: Optional[str] = Field(None, description='An optional edited version of the content.', example='Hello, how may I assist you today?')
class ChatIngestRequest(IngestMetadata):
agent_id: str = Field(..., description='An identifier for the entity in the conversation', example='gpt4all-j-v1.2-jazzy')
ingest_id: Optional[str] = Field(None, description='An identifier for the ingest. If a chat already exists with the identifier it will be overwritten.')
conversation: List[ChatItem] = Field(..., description='The conversation history.',
example=[{'content': 'Hello, how can I assist you today?',
'role': 'assistant',
'rating': 'negative',
'edited_content': 'Hello, how may I assist you today?'},
{'content': 'Write me python code to contribute data to the GPT4All Datalake!', 'role': 'user'}])
prompt_template: str = Field(..., description="The prompt template used in the conversation")
class ChatIngestResponse(BaseModel):
ingest_id: str = Field(..., description='The id of the ingest', example='d920b363-abab-4d19-a5b6-89d182115f82')