agenticSeek/server/sources/generator.py
2025-03-29 12:29:38 +01:00

55 lines
1.5 KiB
Python

from flask import jsonify
import threading
import logging
from abc import abstractmethod
class GenerationState:
def __init__(self):
self.lock = threading.Lock()
self.last_complete_sentence = ""
self.current_buffer = ""
self.is_generating = False
def status(self) -> dict:
return {
"sentence": self.current_buffer,
"is_complete": not self.is_generating,
"last_complete_sentence": self.last_complete_sentence,
"is_generating": self.is_generating,
}
class GeneratorLLM():
def __init__(self):
self.model = None
self.state = GenerationState()
self.logger = logging.getLogger(__name__)
def set_model(self, model: str) -> None:
self.logger.info(f"Model set to {model}")
self.model = model
def start(self, history: list) -> bool:
if self.model is None:
raise Exception("Model not set")
with self.state.lock:
if self.state.is_generating:
return False
self.logger.info("Starting generation")
threading.Thread(target=self.generate, args=(history,)).start()
return True
def get_status(self) -> dict:
with self.state.lock:
return jsonify(self.state.status())
@abstractmethod
def generate(self, history: list) -> None:
"""
Generate text using the model.
args:
history: list of strings
returns:
None
"""
pass