Feat : llm server config

This commit is contained in:
martin legrand 2025-03-07 11:01:14 +01:00
parent d011696ab0
commit c0172ba986

View File

@ -2,25 +2,43 @@ from flask import Flask, jsonify, request
import threading
import ollama
import logging
import json
log = logging.getLogger('werkzeug')
log.setLevel(logging.ERROR)
app = Flask(__name__)
model = 'deepseek-r1:14b'
# Shared state with thread-safe locks
class Config:
def __init__(self):
self.model = None
self.known_models = []
self.allowed_models = []
self.model_name = None
def load(self):
with open('config.json', 'r') as f:
data = json.load(f)
self.known_models = data['known_models']
self.model_name = data['model_name']
def validate_model(self, model):
if model not in self.known_models:
raise ValueError(f"Model {model} is not known")
class GenerationState:
def __init__(self):
self.lock = threading.Lock()
self.last_complete_sentence = ""
self.current_buffer = ""
self.is_generating = False
self.model = None
state = GenerationState()
def generate_response(history, model):
def generate_response(history):
global state
try:
with state.lock:
@ -29,21 +47,18 @@ def generate_response(history, model):
state.current_buffer = ""
stream = ollama.chat(
model=model,
model=state.model,
messages=history,
stream=True,
)
for chunk in stream:
content = chunk['message']['content']
print(content, end='', flush=True)
with state.lock:
state.current_buffer += content
except ollama.ResponseError as e:
if e.status_code == 404:
ollama.pull(model)
ollama.pull(state.model)
with state.lock:
state.is_generating = False
print(f"Error: {e}")
@ -62,7 +77,7 @@ def start_generation():
history = data.get('messages', [])
# Start generation in background thread
threading.Thread(target=generate_response, args=(history, model)).start()
threading.Thread(target=generate_response, args=(history, state.model)).start()
return jsonify({"message": "Generation started"}), 202
@app.route('/get_updated_sentence')
@ -75,4 +90,8 @@ def get_updated_sentence():
})
if __name__ == '__main__':
config = Config()
config.load()
config.validate_model(config.model_name)
state.model = config.model_name
app.run(host='0.0.0.0', port=5000, debug=False, threaded=True)