RAG_Application/env.example at main · AhmedRaoofuddin/RAG_Application · GitHub

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# Info Naut - RAG Q&A Application Configuration

# OpenAI Configuration (Primary)
OPENAI_API_KEY=
OPENAI_API_BASE=https://api.openai.com/v1
EMBEDDING_MODEL=text-embedding-3-small
GENERATION_MODEL=gpt-4o-mini

# Database Configuration
# Options: sqlite | pinecone | mysql
RAG_STORE=sqlite
RAG_DB_URL=sqlite:///./infonaut.db

# SQLite Configuration (Default - Auto-creates on first run)
SQLITE_FILE=./infonaut.db

# Pinecone Configuration (Optional)
PINECONE_API_KEY=
PINECONE_ENV=
PINECONE_INDEX=infonaut

# MySQL Configuration (Optional - XAMPP Compatible)
MYSQL_HOST=localhost
MYSQL_PORT=3306
MYSQL_DB=infonaut
MYSQL_USER=root
MYSQL_PASSWORD=
MYSQL_SERVER=localhost
MYSQL_DATABASE=infonaut

# Vector Store Configuration
VECTOR_STORE_TYPE=chroma
CHROMA_DB_HOST=localhost
CHROMA_DB_PORT=8000
QDRANT_URL=http://localhost:6333
QDRANT_PREFER_GRPC=false

# RAG Configuration
GROUNDING_THRESHOLD=0.62
TOP_K_RETRIEVAL=5
CHUNK_SIZE=512
CHUNK_OVERLAP=50

# Guardrails Configuration
ENABLE_PII_REDACTION=true
ENABLE_PROMPT_INJECTION_DETECTION=true
ENABLE_GROUNDING_REFUSAL=true

# Application Configuration
PROJECT_NAME=Info Naut
VERSION=1.0.0
API_V1_STR=/api
SECRET_KEY=infonaut-secret-key-change-in-production
ACCESS_TOKEN_EXPIRE_MINUTES=10080

# Storage Configuration (MinIO - Optional)
MINIO_ENDPOINT=localhost:9000
MINIO_ACCESS_KEY=minioadmin
MINIO_SECRET_KEY=minioadmin
MINIO_BUCKET_NAME=infonaut-documents

# Observability
ENABLE_TOKEN_LOGGING=true
ENABLE_COST_TRACKING=true
ENABLE_PROMPT_CACHE=true

# Provider Settings
CHAT_PROVIDER=openai
EMBEDDINGS_PROVIDER=openai
OPENAI_MODEL=gpt-4o-mini
OPENAI_EMBEDDINGS_MODEL=text-embedding-3-small

# Timezone
TZ=UTC