GraphBuilder-RAG/.env.example at main · Sagar-S-R/GraphBuilder-RAG · GitHub

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# System Configuration
ENVIRONMENT=development
LOG_LEVEL=INFO
DEBUG=true

# API Configuration
API_HOST=0.0.0.0
API_PORT=8000
API_WORKERS=4
API_RELOAD=true

# MongoDB Configuration (install: brew install mongodb-community)
MONGODB_URI=mongodb://localhost:27017
MONGODB_DATABASE=graphbuilder_rag
MONGODB_MAX_POOL_SIZE=50
MONGODB_MIN_POOL_SIZE=10

# Neo4j Configuration (install: brew install neo4j)
NEO4J_URI=bolt://localhost:7687
NEO4J_USER=neo4j
NEO4J_PASSWORD=password
NEO4J_DATABASE=neo4j
NEO4J_MAX_CONNECTION_LIFETIME=3600
NEO4J_MAX_CONNECTION_POOL_SIZE=50

# Redis Configuration (install: brew install redis)
REDIS_URI=redis://localhost:6379/0
REDIS_MAX_CONNECTIONS=50

# Groq Cloud API Configuration (get key from: https://console.groq.com/keys)
GROQ_API_KEY=your_groq_api_key_here
GROQ_MODEL=llama-3.3-70b-versatile
GROQ_TIMEOUT=30
GROQ_MAX_RETRIES=3
GROQ_MAX_TOKENS=4096
GROQ_TEMPERATURE=0.2

# Embedding Configuration
EMBEDDING_MODEL=BAAI/bge-small-en-v1.5
EMBEDDING_DIMENSION=384
EMBEDDING_BATCH_SIZE=32
EMBEDDING_DEVICE=cpu

# FAISS Configuration
FAISS_INDEX_TYPE=IndexFlatIP
FAISS_INDEX_PATH=./data/faiss_index
FAISS_NPROBE=10
FAISS_NLIST=100

# Extraction Configuration
EXTRACTION_MAX_TOKENS=2048
EXTRACTION_TEMPERATURE=0.1
EXTRACTION_MIN_CONFIDENCE=0.5
EXTRACTION_BATCH_SIZE=10

# Validation Configuration
VALIDATION_MIN_CONFIDENCE=0.7
VALIDATION_EXTERNAL_TIMEOUT=10
VALIDATION_PARALLEL_CHECKS=5

# Bootstrap Validation (strict external verification for first 1000 triples)
VALIDATION_BOOTSTRAP_THRESHOLD=1000
VALIDATION_BOOTSTRAP_MIN_CONFIDENCE=0.8
VALIDATION_BOOTSTRAP_REQUIRE_WIKIPEDIA=true
VALIDATION_BOOTSTRAP_REQUIRE_WIKIDATA=true

# Entity Resolution Configuration
ENTITY_SIMILARITY_THRESHOLD=0.85
ENTITY_FAISS_TOP_K=10

# Fusion Configuration
FUSION_BATCH_SIZE=100
FUSION_CONFLICT_THRESHOLD=0.8

# Retrieval Configuration
RETRIEVAL_MAX_CHUNKS=10
RETRIEVAL_GRAPH_DEPTH=2
RETRIEVAL_MIN_SIMILARITY=0.5
RETRIEVAL_GRAPH_WEIGHT=0.6
RETRIEVAL_SEMANTIC_WEIGHT=0.4

# Query Configuration
QUERY_MAX_TOKENS=4096
QUERY_TEMPERATURE=0.2
QUERY_TIMEOUT=60

# GraphVerify Configuration
GRAPHVERIFY_CONTRADICTION_THRESHOLD=0.7
GRAPHVERIFY_SUPPORT_THRESHOLD=0.8
GRAPHVERIFY_MAX_EDGES_CHECK=50

# Agent Configuration
AGENT_REVERIFY_INTERVAL_SECONDS=3600  # 1 hour
AGENT_CONFLICT_RESOLUTION_INTERVAL_SECONDS=7200  # 2 hours
AGENT_SCHEMA_SUGGESTION_INTERVAL_SECONDS=86400  # 24 hours
AGENT_REVERIFY_BATCH_SIZE=100
AGENT_CONFLICT_BATCH_SIZE=50
AGENT_MIN_PREDICATE_FREQUENCY=5
AGENT_MAX_CONCURRENT=3

# Celery Configuration
CELERY_BROKER_URL=redis://localhost:6379/0
CELERY_RESULT_BACKEND=redis://localhost:6379/1
CELERY_TASK_SERIALIZER=json
CELERY_RESULT_SERIALIZER=json
CELERY_ACCEPT_CONTENT=["json"]
CELERY_TIMEZONE=UTC
CELERY_TASK_TRACK_STARTED=true
CELERY_TASK_TIME_LIMIT=3600
CELERY_TASK_SOFT_TIME_LIMIT=3000

# Monitoring Configuration
PROMETHEUS_PORT=9090
SENTRY_DSN=
METRICS_ENABLED=true

# Storage Configuration
STORAGE_TEMP_DIR=./data/temp
STORAGE_FAISS_INDEX_PATH=./data/faiss/index.faiss
STORAGE_CHUNK_MAP_PATH=./data/faiss/chunk_map.pkl
STORAGE_MAX_FILE_SIZE=104857600
STORAGE_ALLOWED_EXTENSIONS=["pdf","html","csv","json","txt"]

# Retry Configuration
RETRY_MAX_ATTEMPTS=3
RETRY_BACKOFF_FACTOR=2
RETRY_MAX_DELAY=60

# Security Configuration
API_KEY_HEADER=X-API-Key
CORS_ORIGINS=*
CORS_METHODS=GET,POST,PUT,DELETE
CORS_HEADERS=*