Unified Python client for multiple LLM providers with fallback, file handling, and logging.
Project description
Centralized-LLM-Client
Unified Python client for interacting with multiple LLM providers (OpenAI, Gemini, OpenRouter) with automatic fallback, secure key management, file handling, and MongoDB logging.
Features
- Automatic provider fallback (OpenAI, Gemini, OpenRouter)
- Secure API key management (encrypted, MongoDB Atlas)
- File handling: supports local, S3, and FastAPI UploadFile
- Detailed logging of all LLM calls to MongoDB Atlas
- S3 integration for file storage/retrieval
Installation
Python 3.9+ required.
pip install Centralized-LLM-Client
# Or, for local development:
pip install -r src/requirements.txt
Quickstart
from src.CentralizedClient import CentralizedLLMClient
client = CentralizedLLMClient(username="alice")
response = await client.completion("Summarize this document.")
Architecture
- src/CentralizedClient/CentralizedLLMClient.py: Main orchestration, provider fallback logic
- Providers:
gemini_provider.py,openai_provider.py,openrouter_provider.py(wrap LLM APIs) - Key Management:
key_manager.py(encrypted keys, user/system fallback) - File Handling:
file_processor.py(temp files, S3/local/FastAPI) - Logging:
llm_logger.py(MongoDB Atlas logging) - External Integrations: S3 (
utils/s3_file_manager.py), MongoDB Atlas (utils/atlas_client.py)
Environment Setup
- Set environment variables for S3, MongoDB Atlas, and LLM provider keys (see
.envusage in utils) - Place
key.bin(encryption key) in project root for key decryption
Testing
- Add tests in
tests/and run with pytest:pytest tests/
Contributing
Pull requests are welcome! For major changes, please open an issue first to discuss what you would like to change.
License
MIT License
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