fix imports

minirag/api/README.md

@@ -453,7 +453,7 @@ source /home/netman/minirag-xyj/venv/bin/activate
 lightrag-server
 ```
 
-Install lightrag.service in Linux.  Sample commands in Ubuntu server look like:
+Install minirag.service in Linux.  Sample commands in Ubuntu server look like:
 #Note: lightrag-server.service is the service file name, you can change it to minirag-server.service as needed.
 ```shell
 sudo cp lightrag-server.service /etc/systemd/system/

minirag/kg/json_kv_impl.py

@@ -44,7 +44,7 @@ Features:
     - Remove nodes and edges from the graph
 
 Usage:
-    from lightrag.storage.networkx_storage import NetworkXStorage
+    from minirag.storage.networkx_storage import NetworkXStorage
 
 """
 

minirag/kg/jsondocstatus_impl.py

@@ -44,7 +44,7 @@ Features:
     - Remove nodes and edges from the graph
 
 Usage:
-    from lightrag.storage.networkx_storage import NetworkXStorage
+    from minirag.storage.networkx_storage import NetworkXStorage
 
 """
 

minirag/kg/milvus_impl.py

@@ -3,7 +3,7 @@ import os
 from tqdm.asyncio import tqdm as tqdm_async
 from dataclasses import dataclass
 import numpy as np
-from lightrag.utils import logger
+from minirag.utils import logger
 from ..base import BaseVectorStorage
 
 import pipmaster as pm

minirag/kg/mongo_impl.py

@@ -10,10 +10,10 @@ if not pm.is_installed("pymongo"):
 from pymongo import MongoClient
 from motor.motor_asyncio import AsyncIOMotorClient
 from typing import Union, List, Tuple
-from lightrag.utils import logger
+from minirag.utils import logger
 
-from lightrag.base import BaseKVStorage
-from lightrag.base import BaseGraphStorage
+from minirag.base import BaseKVStorage
+from minirag.base import BaseGraphStorage
 
 
 @dataclass
@@ -437,4 +437,4 @@ class MongoGraphStorage(BaseGraphStorage):
         """
         Placeholder for demonstration, raises NotImplementedError.
         """
-        raise NotImplementedError("Node embedding is not used in lightrag.")
+        raise NotImplementedError("Node embedding is not used in minirag.")

minirag/kg/nano_vector_db_impl.py

@@ -44,7 +44,7 @@ Features:
     - Remove nodes and edges from the graph
 
 Usage:
-    from lightrag.storage.networkx_storage import NetworkXStorage
+    from minirag.storage.networkx_storage import NetworkXStorage
 
 """
 

minirag/kg/postgres_impl_test.py

@@ -12,7 +12,7 @@ if not pm.is_installed("asyncpg"):
 import asyncpg
 import psycopg
 from psycopg_pool import AsyncConnectionPool
-from lightrag.kg.postgres_impl import PostgreSQLDB, PGGraphStorage
+from minirag.kg.postgres_impl import PostgreSQLDB, PGGraphStorage
 
 DB = "rag"
 USER = "rag"

minirag/llm.py

@@ -87,7 +87,7 @@ if __name__ == "__main__":
     import asyncio
 
     async def main():
-        from lightrag.llm.openai import gpt_4o_mini_complete
+        from minirag.llm.openai import gpt_4o_mini_complete
 
         result = await gpt_4o_mini_complete("How are you?")
         print(result)

minirag/llm/azure_openai.py

@@ -63,7 +63,7 @@ from tenacity import (
     retry_if_exception_type,
 )
 
-from lightrag.utils import (
+from minirag.utils import (
     wrap_embedding_func_with_attrs,
     locate_json_string_body_from_string,
     safe_unicode_decode,

minirag/llm/bedrock.py

@@ -60,7 +60,7 @@ from tenacity import (
     retry_if_exception_type,
 )
 
-from lightrag.utils import (
+from minirag.utils import (
     locate_json_string_body_from_string,
 )
 

minirag/llm/lmdeploy.py

@@ -48,7 +48,7 @@ if not pm.is_installed("lmdeploy"):
 if not pm.is_installed("tenacity"):
     pm.install("tenacity")
 
-from lightrag.exceptions import (
+from minirag.exceptions import (
     APIConnectionError,
     RateLimitError,
     APITimeoutError,

minirag/llm/lollms.py

@@ -82,7 +82,7 @@ from tenacity import (
     retry_if_exception_type,
 )
 
-from lightrag.exceptions import (
+from minirag.exceptions import (
     APIConnectionError,
     RateLimitError,
     APITimeoutError,

minirag/llm/nvidia_openai.py

@@ -67,7 +67,7 @@ from tenacity import (
     retry_if_exception_type,
 )
 
-from lightrag.utils import (
+from minirag.utils import (
     wrap_embedding_func_with_attrs,
 )
 

minirag/llm/ollama.py

@@ -61,7 +61,7 @@ from tenacity import (
     wait_exponential,
     retry_if_exception_type,
 )
-from lightrag.exceptions import (
+from minirag.exceptions import (
     APIConnectionError,
     RateLimitError,
     APITimeoutError,

minirag/llm/openai.py

@@ -66,7 +66,7 @@ from tenacity import (
     wait_exponential,
     retry_if_exception_type,
 )
-from lightrag.utils import (
+from minirag.utils import (
     wrap_embedding_func_with_attrs,
     locate_json_string_body_from_string,
     safe_unicode_decode,

minirag/llm/zhipu.py

@@ -66,12 +66,12 @@ from tenacity import (
     retry_if_exception_type,
 )
 
-from lightrag.utils import (
+from minirag.utils import (
     wrap_embedding_func_with_attrs,
     logger,
 )
 
-from lightrag.types import GPTKeywordExtractionFormat
+from minirag.types import GPTKeywordExtractionFormat
 
 import numpy as np
 from typing import Union, List, Optional, Dict