Implement retry for LLMClient (#44)

* implement retry

* chore: Refactor tenacity retry logic and improve LLMClient error handling

* poetry

* remove unnecessary try

graphiti_core/llm_client/client.py

@@ -20,7 +20,9 @@ import logging
 import typing
 from abc import ABC, abstractmethod
 
+import httpx
 from diskcache import Cache
+from tenacity import retry, retry_if_exception, stop_after_attempt, wait_exponential
 
 from ..prompts.models import Message
 from .config import LLMConfig
@@ -31,6 +33,12 @@ DEFAULT_CACHE_DIR = './llm_cache'
 logger = logging.getLogger(__name__)
 
 
+def is_server_error(exception):
+    return (
+        isinstance(exception, httpx.HTTPStatusError) and 500 <= exception.response.status_code < 600
+    )
+
+
 class LLMClient(ABC):
     def __init__(self, config: LLMConfig | None, cache: bool = False):
         if config is None:
@@ -47,6 +55,20 @@ class LLMClient(ABC):
     def get_embedder(self) -> typing.Any:
         pass
 
+    @retry(
+        stop=stop_after_attempt(3),
+        wait=wait_exponential(multiplier=1, min=4, max=10),
+        retry=retry_if_exception(is_server_error),
+    )
+    async def _generate_response_with_retry(self, messages: list[Message]) -> dict[str, typing.Any]:
+        try:
+            return await self._generate_response(messages)
+        except httpx.HTTPStatusError as e:
+            if not is_server_error(e):
+                raise Exception(f'LLM request error: {e}') from e
+            else:
+                raise
+
     @abstractmethod
     async def _generate_response(self, messages: list[Message]) -> dict[str, typing.Any]:
         pass
@@ -66,7 +88,7 @@ class LLMClient(ABC):
                 logger.debug(f'Cache hit for {cache_key}')
                 return cached_response
 
-        response = await self._generate_response(messages)
+        response = await self._generate_response_with_retry(messages)
 
         if self.cache_enabled:
             self.cache_dir.set(cache_key, response)

poetry.lock

@@ -3253,6 +3253,21 @@ mpmath = ">=1.1.0,<1.4"
 [package.extras]
 dev = ["hypothesis (>=6.70.0)", "pytest (>=7.1.0)"]
 
+[[package]]
+name = "tenacity"
+version = "9.0.0"
+description = "Retry code until it succeeds"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "tenacity-9.0.0-py3-none-any.whl", hash = "sha256:93de0c98785b27fcf659856aa9f54bfbd399e29969b0621bc7f762bd441b4539"},
+    {file = "tenacity-9.0.0.tar.gz", hash = "sha256:807f37ca97d62aa361264d497b0e31e92b8027044942bfa756160d908320d73b"},
+]
+
+[package.extras]
+doc = ["reno", "sphinx"]
+test = ["pytest", "tornado (>=4.5)", "typeguard"]
+
 [[package]]
 name = "terminado"
 version = "0.18.1"
@@ -3743,4 +3758,4 @@ test = ["websockets"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "5b90bb6d58d36a2553f5410c418b179aa1c86b55078567c33aaa6fddf6a8c6c6"
+content-hash = "001663dfc8078ad473675c994b15191db1f53a844e23f40ffa4a704379a61132"

pyproject.toml

@@ -23,6 +23,7 @@ diskcache = "^5.6.3"
 arrow = "^1.3.0"
 openai = "^1.38.0"
 anthropic = "^0.34.1"
+tenacity = "^9.0.0"
 
 [tool.poetry.dev-dependencies]
 pytest = "^8.3.2"