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# -*- coding: utf-8 -*- | ||
# ------------------------------------------------------------------------------ | ||
# | ||
# Copyright 2024 Valory AG | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
# | ||
# ------------------------------------------------------------------------------ | ||
|
||
"""This module contains the tool to request openAI agent in TEE.""" |
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name: tee_openai_request | ||
author: valory | ||
version: 0.1.0 | ||
type: custom | ||
description: A tool that runs a prompt against the OpenAI API hosted in TEE. | ||
license: Apache-2.0 | ||
aea_version: '>=1.0.0, <2.0.0' | ||
fingerprint: | ||
__init__.py: bafybeibaxl4f33swhl5vk63v75ssw5mk3mhlgcwarok242ivgk5hphwpey | ||
tee_openai_request.py: bafybeibhmihak7bexecww7mxxrtbsl54q77zl2t2r722u44yfmxv25j6bq | ||
fingerprint_ignore_patterns: [] | ||
entry_point: tee_openai_request.py | ||
callable: run | ||
dependencies: | ||
anthropic: | ||
version: ==0.21.3 | ||
google-api-python-client: | ||
version: ==2.95.0 | ||
openai: | ||
version: ==1.30.2 | ||
tiktoken: | ||
version: ==0.7.0 |
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packages/valory/customs/tee_openai_request/tee_openai_request.py
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# -*- coding: utf-8 -*- | ||
# ------------------------------------------------------------------------------ | ||
# | ||
# Copyright 2024 Valory AG | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
# | ||
# ------------------------------------------------------------------------------ | ||
"""Contains the job definitions""" | ||
import functools | ||
from typing import Any, Dict, Optional, Tuple, Callable | ||
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import anthropic | ||
import googleapiclient | ||
import openai | ||
from tiktoken import encoding_for_model | ||
import requests | ||
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MechResponse = Tuple[str, Optional[str], Optional[Dict[str, Any]], Any, Any] | ||
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def with_key_rotation(func: Callable): | ||
@functools.wraps(func) | ||
def wrapper(*args, **kwargs) -> MechResponse: | ||
# this is expected to be a KeyChain object, | ||
# although it is not explicitly typed as such | ||
api_keys = kwargs["api_keys"] | ||
retries_left: Dict[str, int] = api_keys.max_retries() | ||
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def execute() -> MechResponse: | ||
"""Retry the function with a new key.""" | ||
try: | ||
result = func(*args, **kwargs) | ||
return result + (api_keys,) | ||
except anthropic.RateLimitError as e: | ||
# try with a new key again | ||
service = "anthropic" | ||
if retries_left[service] <= 0: | ||
raise e | ||
retries_left[service] -= 1 | ||
api_keys.rotate(service) | ||
return execute() | ||
except openai.RateLimitError as e: | ||
# try with a new key again | ||
if retries_left["openai"] <= 0 and retries_left["openrouter"] <= 0: | ||
raise e | ||
retries_left["openai"] -= 1 | ||
retries_left["openrouter"] -= 1 | ||
api_keys.rotate("openai") | ||
api_keys.rotate("openrouter") | ||
return execute() | ||
except googleapiclient.errors.HttpError as e: | ||
# try with a new key again | ||
rate_limit_exceeded_code = 429 | ||
if e.status_code != rate_limit_exceeded_code: | ||
raise e | ||
service = "google_api_key" | ||
if retries_left[service] <= 0: | ||
raise e | ||
retries_left[service] -= 1 | ||
api_keys.rotate(service) | ||
return execute() | ||
except Exception as e: | ||
return str(e), "", None, None, api_keys | ||
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mech_response = execute() | ||
return mech_response | ||
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return wrapper | ||
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def count_tokens(text: str, model: str) -> int: | ||
"""Count the number of tokens in a text.""" | ||
enc = encoding_for_model(model) | ||
return len(enc.encode(text)) | ||
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PREFIX = "tee-openai-" | ||
ENGINES = { | ||
"chat": ["gpt-3.5-turbo", "gpt-4o-2024-08-06"], | ||
"completion": ["gpt-3.5-turbo-instruct"], | ||
} | ||
ALLOWED_TOOLS = [PREFIX + value for values in ENGINES.values() for value in values] | ||
AGENT_URL = "https://wapo-testnet.phala.network/ipfs/QmeUiNKgsHiAK3WM57XYd7ssqMwVNbcGwtm8gKLD2pVXiP" | ||
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@with_key_rotation | ||
def run(**kwargs) -> Tuple[Optional[str], Optional[Dict[str, Any]], Any, Any]: | ||
"""Run the task""" | ||
api_key = kwargs["api_keys"]["openai"] | ||
prompt = kwargs["prompt"] | ||
tool = kwargs["tool"] | ||
counter_callback = kwargs.get("counter_callback", None) | ||
if tool not in ALLOWED_TOOLS: | ||
return ( | ||
f"Tool {tool} is not in the list of supported tools.", | ||
None, | ||
None, | ||
None, | ||
) | ||
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engine = tool.replace(PREFIX, "") | ||
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params = { | ||
"openaiApiKey": api_key, | ||
"chatQuery": prompt, | ||
"openAiModel": engine | ||
} | ||
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# Request to agent contract in TEE | ||
response = requests.get(AGENT_URL, params=params) | ||
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if response.status_code == 200: | ||
json_response = response.json() | ||
if 'message' in json_response: | ||
return str(json_response['message']), prompt, None, counter_callback | ||
else: | ||
return ( | ||
"The 'message' field is not present in the response.", | ||
None, | ||
None, | ||
None, | ||
) | ||
else: | ||
return ( | ||
f"Failed to retrieve data: {response.status_code}, {response.text}.", | ||
None, | ||
None, | ||
None, | ||
) |