Files
replypier/backend/scripts/preload_models.py
T
WangShen007 20fef2b9f3 chore: settle product naming across app, widget and deployments
One word everywhere: ReplyPier in UI copy, package and image names, the
replypier.site domains (app/api/docs/help), REPLYPIER_* settings and the
--rp-* design tokens.

- public widget API is window.ReplyPier with replypierId / replypierBaseUrl /
  replypierConfig / replypierToken, loader at webclient/replypier.min.js;
  both bundles rebuilt from source
- NOTICE, llms.txt, CONTRIBUTING, HELP_CENTER_INFRA and the demo runtime
  config rewritten; the demo config ships no third-party keys
- migration adds the ReplyPier managed model value to the AI model enum
- local compose project, database, role, volume and Docker network carry the
  same name
2026-10-26 00:57:22 +08:00

70 lines
2.2 KiB
Python
Executable File

#!/usr/bin/env python3
"""
Copyright 2024-2026 ReplyPier
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
"""
import os
import sys
import logging
# Add the app directory to the Python path
sys.path.insert(0, '/app')
# Configure logging
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
logger = logging.getLogger(__name__)
def preload_agno_embedder():
"""Preload the fastembed model agno embeds with"""
try:
from agno.embedder.fastembed import FastEmbedEmbedder
# Get model ID from environment or use default
model_id = os.getenv("FASTEMBED_MODEL", "BAAI/bge-small-en-v1.5")
logger.info(f"Preloading Agno FastEmbedEmbedder: {model_id}")
# Initialize the embedder
embedder = FastEmbedEmbedder(id=model_id)
# Test embedding using the correct API method
test_text = "Test embedding for Agno embedder initialization."
embedding = embedder.get_embedding(test_text)
logger.info(f"Successfully preloaded Agno embedder {model_id}. Embedding dimension: {len(embedding)}")
# Clean up
del embedder
del embedding
return True
except Exception as e:
logger.error(f"Failed to preload Agno embedder: {str(e)}")
return False
def main():
"""Warm the embedding model cache so the first request does not pay for the download"""
logger.info("Starting model preloading process...")
if not preload_agno_embedder():
logger.error("Model preloading failed")
return 1
logger.info("All models preloaded successfully!")
return 0
if __name__ == "__main__":
sys.exit(main())