Files
xiaobaifupan/next/backend/llm/streaming.py
T

39 lines
1.2 KiB
Python

from __future__ import annotations
from typing import Any
class TextAccumulator:
"""Normalize delta streams and providers that repeat full snapshots."""
def __init__(self) -> None:
self.text = ""
self._saw_delta = False
def feed(self, choice: dict[str, Any]) -> str:
delta = choice.get("delta")
if isinstance(delta, dict) and delta.get("content") is not None:
chunk = str(delta.get("content") or "")
if chunk:
self._saw_delta = True
self.text += chunk
return chunk
message = choice.get("message")
if not isinstance(message, dict) or message.get("content") is None:
return ""
snapshot = str(message.get("content") or "")
if not snapshot:
return ""
if not self.text:
self.text = snapshot
return snapshot
if snapshot == self.text or self.text.startswith(snapshot):
return ""
if snapshot.startswith(self.text):
suffix = snapshot[len(self.text) :]
self.text = snapshot
return suffix
if self._saw_delta:
return ""
return ""