diff --git a/README.md b/README.md
index 7a366c05..b3eca5ba 100644
--- a/README.md
+++ b/README.md
@@ -278,7 +278,7 @@ A full list of LightRAG init parameters:
| **workspace** | str | Workspace name for data isolation between different LightRAG Instances | |
| **kv_storage** | `str` | Storage type for documents and text chunks. Supported types: `JsonKVStorage`,`PGKVStorage`,`RedisKVStorage`,`MongoKVStorage` | `JsonKVStorage` |
| **vector_storage** | `str` | Storage type for embedding vectors. Supported types: `NanoVectorDBStorage`,`PGVectorStorage`,`MilvusVectorDBStorage`,`ChromaVectorDBStorage`,`FaissVectorDBStorage`,`MongoVectorDBStorage`,`QdrantVectorDBStorage` | `NanoVectorDBStorage` |
-| **graph_storage** | `str` | Storage type for graph edges and nodes. Supported types: `NetworkXStorage`,`Neo4JStorage`,`PGGraphStorage`,`AGEStorage` | `NetworkXStorage` |
+| **graph_storage** | `str` | Storage type for graph edges and nodes. Supported types: `NetworkXStorage`,`Neo4JStorage`,`PGGraphStorage`,`MemgraphStorage`,`TigerGraphStorage` | `NetworkXStorage` |
| **doc_status_storage** | `str` | Storage type for documents process status. Supported types: `JsonDocStatusStorage`,`PGDocStatusStorage`,`MongoDocStatusStorage` | `JsonDocStatusStorage` |
| **chunk_token_size** | `int` | Maximum token size per chunk when splitting documents | `1200` |
| **chunk_overlap_token_size** | `int` | Overlap token size between two chunks when splitting documents | `100` |
@@ -767,7 +767,8 @@ MongoKVStorage MongoDB
NetworkXStorage NetworkX (default)
Neo4JStorage Neo4J
PGGraphStorage PostgreSQL with AGE plugin
-MemgraphStorage. Memgraph
+MemgraphStorage Memgraph
+TigerGraphStorage TigerGraph
```
> Testing has shown that Neo4J delivers superior performance in production environments compared to PostgreSQL with AGE plugin.
@@ -916,6 +917,44 @@ async def initialize_rag():
+
+ Using TigerGraph for Storage
+
+* TigerGraph is a high-performance, distributed graph database with native GSQL query language.
+* You can run TigerGraph locally using Docker for easy testing:
+* See: https://www.tigergraph.com/developer/
+
+```python
+export TIGERGRAPH_URI="http://localhost:9000"
+export TIGERGRAPH_USERNAME="tigergraph"
+export TIGERGRAPH_PASSWORD="tigergraph"
+export TIGERGRAPH_GRAPH_NAME="lightrag_graph"
+
+# Setup logger for LightRAG
+setup_logger("lightrag", level="INFO")
+
+# When you launch the project, override the default KG: NetworkX
+# by specifying graph_storage="TigerGraphStorage".
+
+# Note: Default settings use NetworkX
+# Initialize LightRAG with TigerGraph implementation.
+async def initialize_rag():
+ rag = LightRAG(
+ working_dir=WORKING_DIR,
+ llm_model_func=gpt_4o_mini_complete, # Use gpt_4o_mini_complete LLM model
+ graph_storage="TigerGraphStorage", #<-----------override KG default
+ )
+
+ # Initialize database connections
+ await rag.initialize_storages()
+ # Initialize pipeline status for document processing
+ await initialize_pipeline_status()
+
+ return rag
+```
+
+
+
Using MongoDB Storage
diff --git a/env.example b/env.example
index 1961b4a4..bdbe69d8 100644
--- a/env.example
+++ b/env.example
@@ -370,6 +370,11 @@ NEO4J_LIVENESS_CHECK_TIMEOUT=30
NEO4J_KEEP_ALIVE=true
# NEO4J_WORKSPACE=forced_workspace_name
+### Configuration
+TIGERGRAPH_URI=https://localhost:9000
+TIGERGRAPH_USERNAME=tigergraph
+TIGERGRAPH_PASSWORD=tigergraph
+
### MongoDB Configuration
MONGO_URI=mongodb://root:root@localhost:27017/
#MONGO_URI=mongodb+srv://xxxx
diff --git a/tests/test_graph_storage.py b/tests/test_graph_storage.py
index c6932384..11662adc 100644
--- a/tests/test_graph_storage.py
+++ b/tests/test_graph_storage.py
@@ -11,6 +11,7 @@ Supported graph storage types include:
- MongoDBStorage
- PGGraphStorage
- MemgraphStorage
+- TigerGraphStorage
"""
import asyncio