morphik-core/core/models/completion.py
2025-04-13 14:52:26 -07:00

33 lines
811 B
Python

from pydantic import BaseModel
from typing import Dict, List, Optional
class ChunkSource(BaseModel):
"""Source information for a chunk used in completion"""
document_id: str
chunk_number: int
score: Optional[float] = None
class CompletionResponse(BaseModel):
"""Response from completion generation"""
completion: str
usage: Dict[str, int]
finish_reason: Optional[str] = None
sources: List[ChunkSource] = []
metadata: Optional[Dict] = None
class CompletionRequest(BaseModel):
"""Request for completion generation"""
query: str
context_chunks: List[str]
max_tokens: Optional[int] = 1000
temperature: Optional[float] = 0.7
prompt_template: Optional[str] = None
folder_name: Optional[str] = None
end_user_id: Optional[str] = None