diff --git a/env.example b/env.example
index 3f9cb6ee..6ec37a0f 100644
--- a/env.example
+++ b/env.example
@@ -216,6 +216,10 @@ QDRANT_URL=http://localhost:6333
 
 ### Redis
 REDIS_URI=redis://localhost:6379
+REDIS_SOCKET_TIMEOUT=30
+REDIS_CONNECT_TIMEOUT=10
+REDIS_MAX_CONNECTIONS=100
+REDIS_RETRY_ATTEMPTS=3
 # REDIS_WORKSPACE=forced_workspace_name
 
 ### Memgraph Configuration
diff --git a/lightrag/kg/redis_impl.py b/lightrag/kg/redis_impl.py
index 0ac0cb44..31752d69 100644
--- a/lightrag/kg/redis_impl.py
+++ b/lightrag/kg/redis_impl.py
@@ -11,7 +11,7 @@ if not pm.is_installed("redis"):
 
 # aioredis is a depricated library, replaced with redis
 from redis.asyncio import Redis, ConnectionPool  # type: ignore
-from redis.exceptions import RedisError, ConnectionError  # type: ignore
+from redis.exceptions import RedisError, ConnectionError, TimeoutError  # type: ignore
 from lightrag.utils import logger
 
 from lightrag.base import (
@@ -22,14 +22,35 @@ from lightrag.base import (
 )
 import json
 
+# Import tenacity for retry logic
+from tenacity import (
+    retry,
+    stop_after_attempt,
+    wait_exponential,
+    retry_if_exception_type,
+    before_sleep_log,
+)
 
 config = configparser.ConfigParser()
 config.read("config.ini", "utf-8")
 
-# Constants for Redis connection pool
-MAX_CONNECTIONS = 100
-SOCKET_TIMEOUT = 5.0
-SOCKET_CONNECT_TIMEOUT = 3.0
+# Constants for Redis connection pool with environment variable support
+MAX_CONNECTIONS = int(os.getenv("REDIS_MAX_CONNECTIONS", "200"))
+SOCKET_TIMEOUT = float(os.getenv("REDIS_SOCKET_TIMEOUT", "30.0"))
+SOCKET_CONNECT_TIMEOUT = float(os.getenv("REDIS_CONNECT_TIMEOUT", "10.0"))
+RETRY_ATTEMPTS = int(os.getenv("REDIS_RETRY_ATTEMPTS", "3"))
+
+# Tenacity retry decorator for Redis operations
+redis_retry = retry(
+    stop=stop_after_attempt(RETRY_ATTEMPTS),
+    wait=wait_exponential(multiplier=1, min=1, max=8),
+    retry=(
+        retry_if_exception_type(ConnectionError)
+        | retry_if_exception_type(TimeoutError)
+        | retry_if_exception_type(RedisError)
+    ),
+    before_sleep=before_sleep_log(logger, "WARNING"),
+)
 
 
 class RedisConnectionManager:
@@ -220,6 +241,7 @@ class RedisKVStorage(BaseKVStorage):
         """Ensure Redis resources are cleaned up when exiting context."""
         await self.close()
 
+    @redis_retry
     async def get_by_id(self, id: str) -> dict[str, Any] | None:
         async with self._get_redis_connection() as redis:
             try:
@@ -235,6 +257,7 @@ class RedisKVStorage(BaseKVStorage):
                 logger.error(f"JSON decode error for id {id}: {e}")
                 return None
 
+    @redis_retry
     async def get_by_ids(self, ids: list[str]) -> list[dict[str, Any]]:
         async with self._get_redis_connection() as redis:
             try:
@@ -311,6 +334,7 @@ class RedisKVStorage(BaseKVStorage):
             existing_ids = {keys_list[i] for i, exists in enumerate(results) if exists}
             return set(keys) - existing_ids
 
+    @redis_retry
     async def upsert(self, data: dict[str, dict[str, Any]]) -> None:
         if not data:
             return
@@ -790,6 +814,7 @@ class RedisDocStatusStorage(DocStatusStorage):
         """Redis handles persistence automatically"""
         pass
 
+    @redis_retry
     async def upsert(self, data: dict[str, dict[str, Any]]) -> None:
         """Insert or update document status data"""
         if not data:
@@ -811,6 +836,7 @@ class RedisDocStatusStorage(DocStatusStorage):
                 logger.error(f"JSON decode error during upsert: {e}")
                 raise
 
+    @redis_retry
     async def get_by_id(self, id: str) -> Union[dict[str, Any], None]:
         async with self._get_redis_connection() as redis:
             try: