Merge branch 'main' into optimize-config-management
# Conflicts: # env.example # lightrag/api/utils_api.py
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env.example
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env.example
@@ -3,9 +3,11 @@
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### Server Configuration
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# HOST=0.0.0.0
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# PORT=9621
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# WORKERS=1
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# NAMESPACE_PREFIX=lightrag # separating data from difference Lightrag instances
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# MAX_GRAPH_NODES=1000 # Max nodes return from grap retrieval
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# WORKERS=2
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### separating data from difference Lightrag instances
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# NAMESPACE_PREFIX=lightrag
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### Max nodes return from grap retrieval
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# MAX_GRAPH_NODES=1000
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# CORS_ORIGINS=http://localhost:3000,http://localhost:8080
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### Optional SSL Configuration
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@@ -13,7 +15,7 @@
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# SSL_CERTFILE=/path/to/cert.pem
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# SSL_KEYFILE=/path/to/key.pem
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### Directory Configuration
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### Directory Configuration (defaults to current working directory)
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# WORKING_DIR=<absolute_path_for_working_dir>
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# INPUT_DIR=<absolute_path_for_doc_input_dir>
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@@ -23,9 +25,10 @@
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### Logging level
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# LOG_LEVEL=INFO
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# VERBOSE=False
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# LOG_DIR=/path/to/log/directory # Log file directory path, defaults to current working directory
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# LOG_MAX_BYTES=10485760 # Log file max size in bytes, defaults to 10MB
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# LOG_BACKUP_COUNT=5 # Number of backup files to keep, defaults to 5
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# LOG_MAX_BYTES=10485760
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# LOG_BACKUP_COUNT=5
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### Logfile location (defaults to current working directory)
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# LOG_DIR=/path/to/log/directory
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### Settings for RAG query
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# HISTORY_TURNS=3
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@@ -36,28 +39,37 @@
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# MAX_TOKEN_ENTITY_DESC=4000
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### Settings for document indexing
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ENABLE_LLM_CACHE_FOR_EXTRACT=true # Enable LLM cache for entity extraction
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ENABLE_LLM_CACHE_FOR_EXTRACT=true
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SUMMARY_LANGUAGE=English
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# CHUNK_SIZE=1200
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# CHUNK_OVERLAP_SIZE=100
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# MAX_TOKEN_SUMMARY=500 # Max tokens for entity or relations summary
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# MAX_PARALLEL_INSERT=2 # Number of parallel processing documents in one patch
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### Max tokens for entity or relations summary
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# MAX_TOKEN_SUMMARY=500
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### Number of parallel processing documents in one patch
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# MAX_PARALLEL_INSERT=2
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# EMBEDDING_BATCH_NUM=32 # num of chunks send to Embedding in one request
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# EMBEDDING_FUNC_MAX_ASYNC=16 # Max concurrency requests for Embedding
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### Num of chunks send to Embedding in single request
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# EMBEDDING_BATCH_NUM=32
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### Max concurrency requests for Embedding
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# EMBEDDING_FUNC_MAX_ASYNC=16
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# MAX_EMBED_TOKENS=8192
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### LLM Configuration (Use valid host. For local services installed with docker, you can use host.docker.internal)
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TIMEOUT=150 # Time out in seconds for LLM, None for infinite timeout
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### LLM Configuration
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### Time out in seconds for LLM, None for infinite timeout
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TIMEOUT=150
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### Some models like o1-mini require temperature to be set to 1
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TEMPERATURE=0.5
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MAX_ASYNC=4 # Max concurrency requests of LLM
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MAX_TOKENS=32768 # Max tokens send to LLM (less than context size of the model)
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### Max concurrency requests of LLM
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MAX_ASYNC=4
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### Max tokens send to LLM (less than context size of the model)
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MAX_TOKENS=32768
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### Ollama example (For local services installed with docker, you can use host.docker.internal as host)
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LLM_BINDING=ollama
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LLM_MODEL=mistral-nemo:latest
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LLM_BINDING_API_KEY=your_api_key
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### Ollama example
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LLM_BINDING_HOST=http://localhost:11434
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### OpenAI alike example
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# LLM_BINDING=openai
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# LLM_MODEL=gpt-4o
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@@ -103,9 +115,10 @@ ORACLE_DSN=localhost:1521/XEPDB1
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ORACLE_USER=your_username
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ORACLE_PASSWORD='your_password'
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ORACLE_CONFIG_DIR=/path/to/oracle/config
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#ORACLE_WALLET_LOCATION=/path/to/wallet # optional
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#ORACLE_WALLET_PASSWORD='your_password' # optional
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#ORACLE_WORKSPACE=default # separating all data from difference Lightrag instances(deprecated, use NAMESPACE_PREFIX in future)
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#ORACLE_WALLET_LOCATION=/path/to/wallet
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#ORACLE_WALLET_PASSWORD='your_password'
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### separating all data from difference Lightrag instances(deprecating, use NAMESPACE_PREFIX in future)
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#ORACLE_WORKSPACE=default
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### TiDB Configuration
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TIDB_HOST=localhost
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@@ -113,7 +126,8 @@ TIDB_PORT=4000
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TIDB_USER=your_username
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TIDB_PASSWORD='your_password'
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TIDB_DATABASE=your_database
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#TIDB_WORKSPACE=default # separating all data from difference Lightrag instances(deprecated, use NAMESPACE_PREFIX in future)
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### separating all data from difference Lightrag instances(deprecating, use NAMESPACE_PREFIX in future)
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#TIDB_WORKSPACE=default
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### PostgreSQL Configuration
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POSTGRES_HOST=localhost
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@@ -121,7 +135,8 @@ POSTGRES_PORT=5432
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POSTGRES_USER=your_username
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POSTGRES_PASSWORD='your_password'
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POSTGRES_DATABASE=your_database
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#POSTGRES_WORKSPACE=default # separating all data from difference Lightrag instances(deprecated, use NAMESPACE_PREFIX in future)
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### separating all data from difference Lightrag instances(deprecating, use NAMESPACE_PREFIX in future)
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#POSTGRES_WORKSPACE=default
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### Independent AGM Configuration(not for AMG embedded in PostreSQL)
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AGE_POSTGRES_DB=
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@@ -130,8 +145,9 @@ AGE_POSTGRES_PASSWORD=
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AGE_POSTGRES_HOST=
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# AGE_POSTGRES_PORT=8529
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### separating all data from difference Lightrag instances(deprecating, use NAMESPACE_PREFIX in future)
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# AGE Graph Name(apply to PostgreSQL and independent AGM)
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# AGE_GRAPH_NAME=lightrag # deprecated, use NAME_SPACE_PREFIX instead
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# AGE_GRAPH_NAME=lightrag
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### Neo4j Configuration
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NEO4J_URI=neo4j+s://xxxxxxxx.databases.neo4j.io
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@@ -141,7 +157,8 @@ NEO4J_PASSWORD='your_password'
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### MongoDB Configuration
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MONGO_URI=mongodb://root:root@localhost:27017/
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MONGO_DATABASE=LightRAG
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MONGODB_GRAPH=false # deprecated (keep for backward compatibility)
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### separating all data from difference Lightrag instances(deprecating, use NAMESPACE_PREFIX in future)
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# MONGODB_GRAPH=false
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### Milvus Configuration
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MILVUS_URI=http://localhost:19530
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@@ -158,11 +175,11 @@ QDRANT_URL=http://localhost:16333
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REDIS_URI=redis://localhost:6379
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### For JWT Auth
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AUTH_ACCOUNTS='admin:admin123,user1:pass456' # username:password,username:password
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TOKEN_SECRET=Your-Key-For-LightRAG-API-Server # JWT key
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#TOKEN_EXPIRE_HOURS=4 # Expire duration, default 4
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#GUEST_TOKEN_EXPIRE_HOURS=2 # Guest expire duration, default 2
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#JWT_ALGORITHM=HS256 # JWT encode algorithm, default HS256
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#AUTH_ACCOUNTS='admin:admin123,user1:pass456'
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#TOKEN_SECRET=Your-Key-For-LightRAG-API-Server
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#TOKEN_EXPIRE_HOURS=4
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#GUEST_TOKEN_EXPIRE_HOURS=2
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#JWT_ALGORITHM=HS256
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### API-Key to access LightRAG Server API
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# LIGHTRAG_API_KEY=your-secure-api-key-here
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