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from typing import Dict, Any
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from pydantic import Field
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from pydantic_settings import BaseSettings
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from functools import lru_cache
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import tomli
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from dotenv import load_dotenv, find_dotenv
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def load_toml_config() -> Dict[Any, Any]:
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"""Load configuration from config.toml file."""
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with open("config.toml", "rb") as f:
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return tomli.load(f)
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class Settings(BaseSettings):
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"""DataBridge configuration settings."""
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# MongoDB settings
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MONGODB_URI: str = Field(..., env="MONGODB_URI")
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DATABRIDGE_DB: str = Field(None)
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# Collection names
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DOCUMENTS_COLLECTION: str = Field(None)
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CHUNKS_COLLECTION: str = Field(None)
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# Vector search settings
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VECTOR_INDEX_NAME: str = Field(None)
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# API Keys
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OPENAI_API_KEY: str = Field(..., env="OPENAI_API_KEY")
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UNSTRUCTURED_API_KEY: str = Field(..., env="UNSTRUCTURED_API_KEY")
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# Optional API keys for alternative models
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ANTHROPIC_API_KEY: str | None = Field(None, env="ANTHROPIC_API_KEY")
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COHERE_API_KEY: str | None = Field(None, env="COHERE_API_KEY")
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VOYAGE_API_KEY: str | None = Field(None, env="VOYAGE_API_KEY")
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# Model settings
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EMBEDDING_MODEL: str = Field("text-embedding-3-small")
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# Document processing settings
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CHUNK_SIZE: int = Field(1000)
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CHUNK_OVERLAP: int = Field(200)
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DEFAULT_K: int = Field(4)
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# Storage settings
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AWS_ACCESS_KEY: str = Field(..., env="AWS_ACCESS_KEY")
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AWS_SECRET_ACCESS_KEY: str = Field(..., env="AWS_SECRET_ACCESS_KEY")
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AWS_REGION: str = Field(None)
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S3_BUCKET: str = Field(None)
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# Auth settings
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JWT_SECRET_KEY: str = Field(..., env="JWT_SECRET_KEY")
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JWT_ALGORITHM: str = Field("HS256")
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# Server settings
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HOST: str = Field("localhost")
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PORT: int = Field(8000)
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RELOAD: bool = Field(False)
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class Config:
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env_file = ".env"
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case_sensitive = True
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extra = "allow"
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def __init__(self, **kwargs):
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# Force reload of environment variables
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load_dotenv(find_dotenv(), override=True)
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config = load_toml_config()
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# Set values from config.toml
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kwargs.update({
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# MongoDB settings
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"DATABRIDGE_DB": config["mongodb"]["database_name"],
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"DOCUMENTS_COLLECTION": config["mongodb"]["documents_collection"],
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"CHUNKS_COLLECTION": config["mongodb"]["chunks_collection"],
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"VECTOR_INDEX_NAME": config["mongodb"]["vector"]["index_name"],
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# AWS settings
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"AWS_REGION": config["aws"]["default_region"],
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"S3_BUCKET": config["aws"]["default_bucket_name"],
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# Model settings
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"EMBEDDING_MODEL": config["model"]["embedding_model"],
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# Document processing settings
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"CHUNK_SIZE": config["document_processing"]["chunk_size"],
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"CHUNK_OVERLAP": config["document_processing"]["chunk_overlap"],
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"DEFAULT_K": config["document_processing"]["default_k"],
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# Server settings
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"HOST": config["server"]["host"],
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"PORT": config["server"]["port"],
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"RELOAD": config["server"]["reload"],
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# Auth settings
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"JWT_ALGORITHM": config["auth"]["jwt_algorithm"],
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})
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super().__init__(**kwargs)
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@lru_cache()
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def get_settings() -> Settings:
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"""Get cached settings instance."""
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return Settings()
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