morphik-core/core/config.py
2024-12-26 11:34:24 -05:00

71 lines
2.7 KiB
Python

from pydantic import Field
from pydantic_settings import BaseSettings
from functools import lru_cache
import tomli
from dotenv import load_dotenv
class Settings(BaseSettings):
"""DataBridge configuration settings."""
# Required environment variables
MONGODB_URI: str = Field(..., env="MONGODB_URI")
OPENAI_API_KEY: str = Field(..., env="OPENAI_API_KEY")
UNSTRUCTURED_API_KEY: str = Field(..., env="UNSTRUCTURED_API_KEY")
ASSEMBLYAI_API_KEY: str = Field(..., env="ASSEMBLYAI_API_KEY")
AWS_ACCESS_KEY: str = Field(..., env="AWS_ACCESS_KEY")
AWS_SECRET_ACCESS_KEY: str = Field(..., env="AWS_SECRET_ACCESS_KEY")
JWT_SECRET_KEY: str = Field(..., env="JWT_SECRET_KEY")
# Values from config.toml with defaults
AWS_REGION: str = "us-east-2"
S3_BUCKET: str = "databridge-s3-storage"
DATABRIDGE_DB: str = "databridge"
DOCUMENTS_COLLECTION: str = "documents"
CHUNKS_COLLECTION: str = "document_chunks"
VECTOR_INDEX_NAME: str = "vector_index"
VECTOR_DIMENSIONS: int = 1536
EMBEDDING_MODEL: str = "text-embedding-3-small"
COMPLETION_MODEL: str = "gpt-3.5-turbo"
CHUNK_SIZE: int = 1000
CHUNK_OVERLAP: int = 200
DEFAULT_K: int = 4
HOST: str = "localhost"
PORT: int = 8000
RELOAD: bool = False
JWT_ALGORITHM: str = "HS256"
FRAME_SAMPLE_RATE: int = 120
@lru_cache()
def get_settings() -> Settings:
"""Get cached settings instance."""
load_dotenv()
# Load config.toml
with open("config.toml", "rb") as f:
config = tomli.load(f)
# Map config.toml values to settings
settings_dict = {
"AWS_REGION": config["aws"]["default_region"],
"S3_BUCKET": config["aws"]["default_bucket_name"],
"DATABRIDGE_DB": config["mongodb"]["database_name"],
"DOCUMENTS_COLLECTION": config["mongodb"]["documents_collection"],
"CHUNKS_COLLECTION": config["mongodb"]["chunks_collection"],
"VECTOR_INDEX_NAME": config["mongodb"]["vector"]["index_name"],
"VECTOR_DIMENSIONS": config["mongodb"]["vector"]["dimensions"],
"EMBEDDING_MODEL": config["model"]["embedding_model"],
"COMPLETION_MODEL": config["model"]["completion_model"],
"CHUNK_SIZE": config["document_processing"]["chunk_size"],
"CHUNK_OVERLAP": config["document_processing"]["chunk_overlap"],
"DEFAULT_K": config["document_processing"]["default_k"],
"HOST": config["server"]["host"],
"PORT": config["server"]["port"],
"RELOAD": config["server"]["reload"],
"JWT_ALGORITHM": config["auth"]["jwt_algorithm"],
"FRAME_SAMPLE_RATE": config["video_processing"]["frame_sample_rate"],
}
return Settings(**settings_dict)