配置模板

配置模板

以下模板可用作并存储在您在索引管道执行中.env指向参数的目录中。–root

有关如何运行 Indexing Pipeline 的详细信息，请参阅Index CLI文档。

.env 文件模板

必需变量已取消注释。所有可选配置都可以根据需要打开或关闭。

最低配置

# Base LLM Settings
GRAPHRAG_API_KEY="your_api_key"
GRAPHRAG_API_BASE="http://<domain>.openai.azure.com" # For Azure OpenAI Users
GRAPHRAG_API_VERSION="api_version" # For Azure OpenAI Users

# Text Generation Settings
GRAPHRAG_LLM_TYPE="azure_openai_chat" # or openai_chat
GRAPHRAG_LLM_DEPLOYMENT_NAME="gpt-4-turbo-preview"
GRAPHRAG_LLM_MODEL_SUPPORTS_JSON=True

# Text Embedding Settings
GRAPHRAG_EMBEDDING_TYPE="azure_openai_embedding" # or openai_embedding
GRAPHRAG_LLM_DEPLOYMENT_NAME="text-embedding-3-small"

# Data Mapping Settings
GRAPHRAG_INPUT_TYPE="text"

完整配置

# Required LLM Config

# Input Data Configuration
GRAPHRAG_INPUT_TYPE="file"

# Plaintext Input Data Configuration
# GRAPHRAG_INPUT_FILE_PATTERN=.*\.txt

# Text Input Data Configuration
GRAPHRAG_INPUT_FILE_TYPE="text"
GRAPHRAG_INPUT_FILE_PATTERN=".*\.txt$"
GRAPHRAG_INPUT_SOURCE_COLUMN=source
# GRAPHRAG_INPUT_TIMESTAMP_COLUMN=None
# GRAPHRAG_INPUT_TIMESTAMP_FORMAT=None
# GRAPHRAG_INPUT_TEXT_COLUMN="text"
# GRAPHRAG_INPUT_ATTRIBUTE_COLUMNS=id
# GRAPHRAG_INPUT_TITLE_COLUMN="title"
# GRAPHRAG_INPUT_TYPE="file"
# GRAPHRAG_INPUT_CONNECTION_STRING=None
# GRAPHRAG_INPUT_CONTAINER_NAME=None
# GRAPHRAG_INPUT_BASE_DIR=None

# Base LLM Settings
GRAPHRAG_API_KEY="your_api_key"
GRAPHRAG_API_BASE="http://<domain>.openai.azure.com" # For Azure OpenAI Users
GRAPHRAG_API_VERSION="api_version" # For Azure OpenAI Users
# GRAPHRAG_API_ORGANIZATION=None
# GRAPHRAG_API_PROXY=None

# Text Generation Settings
# GRAPHRAG_LLM_TYPE=openai_chat
GRAPHRAG_LLM_API_KEY="your_api_key" # If GRAPHRAG_API_KEY is not set
GRAPHRAG_LLM_API_BASE="http://<domain>.openai.azure.com" # For Azure OpenAI Users and if GRAPHRAG_API_BASE is not set
GRAPHRAG_LLM_API_VERSION="api_version" # For Azure OpenAI Users and if GRAPHRAG_API_VERSION is not set
GRAPHRAG_LLM_MODEL_SUPPORTS_JSON=True # Suggested by default
# GRAPHRAG_LLM_API_ORGANIZATION=None
# GRAPHRAG_LLM_API_PROXY=None
# GRAPHRAG_LLM_DEPLOYMENT_NAME=None
# GRAPHRAG_LLM_MODEL=gpt-4-turbo-preview
# GRAPHRAG_LLM_MAX_TOKENS=4000
# GRAPHRAG_LLM_REQUEST_TIMEOUT=180
# GRAPHRAG_LLM_THREAD_COUNT=50
# GRAPHRAG_LLM_THREAD_STAGGER=0.3
# GRAPHRAG_LLM_CONCURRENT_REQUESTS=25
# GRAPHRAG_LLM_TPM=0
# GRAPHRAG_LLM_RPM=0
# GRAPHRAG_LLM_MAX_RETRIES=10
# GRAPHRAG_LLM_MAX_RETRY_WAIT=10
# GRAPHRAG_LLM_SLEEP_ON_RATE_LIMIT_RECOMMENDATION=True

# Text Embedding Settings
# GRAPHRAG_EMBEDDING_TYPE=openai_embedding
GRAPHRAG_EMBEDDING_API_KEY="your_api_key" # If GRAPHRAG_API_KEY is not set
GRAPHRAG_EMBEDDING_API_BASE="http://<domain>.openai.azure.com"  # For Azure OpenAI Users and if GRAPHRAG_API_BASE is not set
GRAPHRAG_EMBEDDING_API_VERSION="api_version" # For Azure OpenAI Users and if GRAPHRAG_API_VERSION is not set
# GRAPHRAG_EMBEDDING_API_ORGANIZATION=None
# GRAPHRAG_EMBEDDING_API_PROXY=None
# GRAPHRAG_EMBEDDING_DEPLOYMENT_NAME=None
# GRAPHRAG_EMBEDDING_MODEL=text-embedding-3-small
# GRAPHRAG_EMBEDDING_BATCH_SIZE=16
# GRAPHRAG_EMBEDDING_BATCH_MAX_TOKENS=8191
# GRAPHRAG_EMBEDDING_TARGET=required
# GRAPHRAG_EMBEDDING_SKIP=None
# GRAPHRAG_EMBEDDING_THREAD_COUNT=None
# GRAPHRAG_EMBEDDING_THREAD_STAGGER=50
# GRAPHRAG_EMBEDDING_CONCURRENT_REQUESTS=25
# GRAPHRAG_EMBEDDING_TPM=0
# GRAPHRAG_EMBEDDING_RPM=0
# GRAPHRAG_EMBEDDING_MAX_RETRIES=10
# GRAPHRAG_EMBEDDING_MAX_RETRY_WAIT=10
# GRAPHRAG_EMBEDDING_SLEEP_ON_RATE_LIMIT_RECOMMENDATION=True

# Data Mapping Settings
# GRAPHRAG_INPUT_ENCODING=utf-8

# Data Chunking
# GRAPHRAG_CHUNK_SIZE=1200
# GRAPHRAG_CHUNK_OVERLAP=100
# GRAPHRAG_CHUNK_BY_COLUMNS=id

# Prompting Overrides
# GRAPHRAG_ENTITY_EXTRACTION_PROMPT_FILE=None
# GRAPHRAG_ENTITY_EXTRACTION_MAX_GLEANINGS=1
# GRAPHRAG_ENTITY_EXTRACTION_ENTITY_TYPES=organization,person,event,geo
# GRAPHRAG_SUMMARIZE_DESCRIPTIONS_PROMPT_FILE=None
# GRAPHRAG_SUMMARIZE_DESCRIPTIONS_MAX_LENGTH=500
# GRAPHRAG_CLAIM_EXTRACTION_DESCRIPTION="Any claims or facts that could be relevant to threat analysis."
# GRAPHRAG_CLAIM_EXTRACTION_PROMPT_FILE=None
# GRAPHRAG_CLAIM_EXTRACTION_MAX_GLEANINGS=1
# GRAPHRAG_COMMUNITY_REPORT_PROMPT_FILE=None
# GRAPHRAG_COMMUNITY_REPORT_MAX_LENGTH=1500

# Storage
# GRAPHRAG_STORAGE_TYPE=file
# GRAPHRAG_STORAGE_CONNECTION_STRING=None
# GRAPHRAG_STORAGE_CONTAINER_NAME=None
# GRAPHRAG_STORAGE_BASE_DIR=None

# Cache
# GRAPHRAG_CACHE_TYPE=file
# GRAPHRAG_CACHE_CONNECTION_STRING=None
# GRAPHRAG_CACHE_CONTAINER_NAME=None
# GRAPHRAG_CACHE_BASE_DIR=None

# Reporting
# GRAPHRAG_REPORTING_TYPE=file
# GRAPHRAG_REPORTING_CONNECTION_STRING=None
# GRAPHRAG_REPORTING_CONTAINER_NAME=None
# GRAPHRAG_REPORTING_BASE_DIR=None

# Node2Vec Parameters
# GRAPHRAG_NODE2VEC_ENABLED=False
# GRAPHRAG_NODE2VEC_NUM_WALKS=10
# GRAPHRAG_NODE2VEC_WALK_LENGTH=40
# GRAPHRAG_NODE2VEC_WINDOW_SIZE=2
# GRAPHRAG_NODE2VEC_ITERATIONS=3
# GRAPHRAG_NODE2VEC_RANDOM_SEED=597832

# Data Snapshotting
# GRAPHRAG_SNAPSHOT_GRAPHML=False
# GRAPHRAG_SNAPSHOT_RAW_ENTITIES=False
# GRAPHRAG_SNAPSHOT_TOP_LEVEL_NODES=False

# Miscellaneous Settings
# GRAPHRAG_ASYNC_MODE=asyncio
# GRAPHRAG_ENCODING_MODEL=cl100k_base
# GRAPHRAG_MAX_CLUSTER_SIZE=10
# GRAPHRAG_ENTITY_RESOLUTION_ENABLED=False
# GRAPHRAG_SKIP_WORKFLOWS=None
# GRAPHRAG_UMAP_ENABLED=False