amantes30 / gemeniapi

Getting Started with Python

GemeniAPI

Getting Started

To get started with GemeniAPI with python, clone this repository

git clone https://github.com/amantes30/GemeniAPI.git

You can use the following command to install the required dependencies:

pip install -r requirements.txt

Feel free to play around with the prompt in GEMENI TCG/main.py

GemeniAPI

Note: You do need to get your API key from Google AI Studio.

gemeniapi's Issues

_InactiveRpcError while getting started with Gemini API

Request 🤔

for m in genai.list_models():
  if 'generateContent' in m.supported_generation_methods:
    print(m.name)

Response Error 💀

{
	"name": "RetryError",
	"message": "Timeout of 60.0s exceeded, last exception: 503 failed to connect to all addresses; last error: UNAVAILABLE: ipv4:172.217.160.106:443: TCP stream shutting down",
	"stack": "---------------------------------------------------------------------------
_InactiveRpcError                         Traceback (most recent call last)
File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\grpc_helpers.py:76, in _wrap_unary_errors.<locals>.error_remapped_callable(*args, **kwargs)
     75 try:
---> 76     return callable_(*args, **kwargs)
     77 except grpc.RpcError as exc:

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\grpc\\_channel.py:1181, in _UnaryUnaryMultiCallable.__call__(self, request, timeout, metadata, credentials, wait_for_ready, compression)
   1175 (
   1176     state,
   1177     call,
   1178 ) = self._blocking(
   1179     request, timeout, metadata, credentials, wait_for_ready, compression
   1180 )
-> 1181 return _end_unary_response_blocking(state, call, False, None)

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\grpc\\_channel.py:1006, in _end_unary_response_blocking(state, call, with_call, deadline)
   1005 else:
-> 1006     raise _InactiveRpcError(state)

_InactiveRpcError: <_InactiveRpcError of RPC that terminated with:
\tstatus = StatusCode.UNAVAILABLE
\tdetails = \"failed to connect to all addresses; last error: UNAVAILABLE: ipv4:172.217.160.106:443: TCP stream shutting down\"
\tdebug_error_string = \"UNKNOWN:Error received from peer  {created_time:\"2024-05-15T03:51:00.3940293+00:00\", grpc_status:14, grpc_message:\"failed to connect to all addresses; last error: UNAVAILABLE: ipv4:172.217.160.106:443: TCP stream shutting down\"}\"
>

The above exception was the direct cause of the following exception:

ServiceUnavailable                        Traceback (most recent call last)
File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\retry\\retry_unary.py:144, in retry_target(target, predicate, sleep_generator, timeout, on_error, exception_factory, **kwargs)
    143 try:
--> 144     result = target()
    145     if inspect.isawaitable(result):

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\timeout.py:120, in TimeToDeadlineTimeout.__call__.<locals>.func_with_timeout(*args, **kwargs)
    118     kwargs[\"timeout\"] = max(0, self._timeout - time_since_first_attempt)
--> 120 return func(*args, **kwargs)

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\grpc_helpers.py:78, in _wrap_unary_errors.<locals>.error_remapped_callable(*args, **kwargs)
     77 except grpc.RpcError as exc:
---> 78     raise exceptions.from_grpc_error(exc) from exc

ServiceUnavailable: 503 failed to connect to all addresses; last error: UNAVAILABLE: ipv4:172.217.160.106:443: TCP stream shutting down

The above exception was the direct cause of the following exception:

RetryError                                Traceback (most recent call last)
Cell In[4], line 1
----> 1 for m in genai.list_models():
      2   if 'generateContent' in m.supported_generation_methods:
      3     print(m.name)

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\generativeai\\models.py:190, in list_models(page_size, client, request_options)
    187 if client is None:
    188     client = get_default_model_client()
--> 190 for model in client.list_models(page_size=page_size, **request_options):
    191     model = type(model).to_dict(model)
    192     yield model_types.Model(**model)

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\ai\\generativelanguage_v1beta\\services\\model_service\\client.py:910, in ModelServiceClient.list_models(self, request, page_size, page_token, retry, timeout, metadata)
    907 self._validate_universe_domain()
    909 # Send the request.
--> 910 response = rpc(
    911     request,
    912     retry=retry,
    913     timeout=timeout,
    914     metadata=metadata,
    915 )
    917 # This method is paged; wrap the response in a pager, which provides
    918 # an `__iter__` convenience method.
    919 response = pagers.ListModelsPager(
    920     method=rpc,
    921     request=request,
    922     response=response,
    923     metadata=metadata,
    924 )

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\gapic_v1\\method.py:131, in _GapicCallable.__call__(self, timeout, retry, compression, *args, **kwargs)
    128 if self._compression is not None:
    129     kwargs[\"compression\"] = compression
--> 131 return wrapped_func(*args, **kwargs)

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\retry\\retry_unary.py:293, in Retry.__call__.<locals>.retry_wrapped_func(*args, **kwargs)
    289 target = functools.partial(func, *args, **kwargs)
    290 sleep_generator = exponential_sleep_generator(
    291     self._initial, self._maximum, multiplier=self._multiplier
    292 )
--> 293 return retry_target(
    294     target,
    295     self._predicate,
    296     sleep_generator,
    297     timeout=self._timeout,
    298     on_error=on_error,
    299 )

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\retry\\retry_unary.py:153, in retry_target(target, predicate, sleep_generator, timeout, on_error, exception_factory, **kwargs)
    149 # pylint: disable=broad-except
    150 # This function explicitly must deal with broad exceptions.
    151 except Exception as exc:
    152     # defer to shared logic for handling errors
--> 153     _retry_error_helper(
    154         exc,
    155         deadline,
    156         sleep,
    157         error_list,
    158         predicate,
    159         on_error,
    160         exception_factory,
    161         timeout,
    162     )
    163     # if exception not raised, sleep before next attempt
    164     time.sleep(sleep)

File c:\\Users\\AppData\\Local\\Programs\\Python\\Python312\\Lib\\site-packages\\google\\api_core\\retry\\retry_base.py:221, in _retry_error_helper(exc, deadline, next_sleep, error_list, predicate_fn, on_error_fn, exc_factory_fn, original_timeout)
    215 if deadline is not None and time.monotonic() + next_sleep > deadline:
    216     final_exc, source_exc = exc_factory_fn(
    217         error_list,
    218         RetryFailureReason.TIMEOUT,
    219         original_timeout,
    220     )
--> 221     raise final_exc from source_exc
    222 _LOGGER.debug(
    223     \"Retrying due to {}, sleeping {:.1f}s ...\".format(error_list[-1], next_sleep)
    224 )

RetryError: Timeout of 60.0s exceeded, last exception: 503 failed to connect to all addresses; last error: UNAVAILABLE: ipv4:172.217.160.106:443: TCP stream shutting down"
}