Allow stopping of inference

This commit is contained in:
2024-11-30 12:44:13 +01:00
parent a0353d0d49
commit e71bd7e9eb
15 changed files with 139 additions and 69 deletions

View File

@@ -1,4 +1,4 @@
from typing import Iterator
from typing import Callable, Iterator
import openai
import tiktoken
@@ -34,17 +34,7 @@ class OpenAILlmEngine(LlmEngine):
api_key=api_key,
)
def infer(self, system_prompt: str, main_context: str) -> Iterator[str]:
"""
Run inference using the system prompt and main context.
Args:
system_prompt: The system prompt string
main_context: The main context string after templating
Returns:
Iterator[str]: An iterator that yields the generated text in chunks.
"""
def infer(self, system_prompt: str, main_context: str, should_stop: Callable[[], bool] = lambda: False) -> Iterator[str]:
messages = [
{"role": "system", "content": system_prompt},
{"role": "user", "content": main_context}
@@ -57,9 +47,15 @@ class OpenAILlmEngine(LlmEngine):
stream=True,
)
for chunk in stream:
if content := chunk.choices[0].delta.content:
yield content
try:
for chunk in stream:
if should_stop():
break
if content := chunk.choices[0].delta.content:
yield content
finally:
stream.close()
#stream.response.close()
def token_count(self, system_prompt: str, main_context: str) -> int:
"""