Add support for anthropic tool calling in autogpt/agents/agent.py:100
ntindle opened this issue · comments
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Which Operating System are you using?
All
Which version of AutoGPT are you using?
Latest Release
Do you use OpenAI GPT-3 or GPT-4?
Anthropic
Which area covers your issue best?
AI Model Limitations
Describe your issue.
Anthropic Now Supports Tool Use
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/boosterbot
AI Developer Notes
To implement the feature, we will first review the current tool calling mechanism in agent.py
and research the API capabilities of the anthropic tools. We will then modify agent.py
to include calls to the anthropic tools at line 100, ensuring these calls are integrated appropriately into the agent's lifecycle. Finally, we will document the changes and provide clear usage instructions for developers in the relevant README files.
- Review the current implementation of tool calling in
autogpt/agents/agent.py
to understand how it works.
autogpt/autogpt/agents/agent.py
- Defines theAgent
class responsible for proposing actions, executing commands, and interacting with various components within the AutoGPT system. Consider reviewing theAgent
class, specifically the_execute_tool
method, to understand how tools are currently executed. This will provide insights into where and how to integrate the anthropic tool calls.
- Research the API and capabilities of the anthropic tools to understand how they can be integrated into AutoGPT.
forge/forge/llm/providers/anthropic.py
- Contains code for interfacing with Anthropic's API, managing credentials, handling chat completions, and retrying API requests. Consider reviewing theAnthropicProvider
class and its methods such ascreate_chat_completion
and_create_chat_completion
to understand how to make API calls to Anthropic's services. This will help in integrating these calls into theagent.py
file.
- Modify the
autogpt/agents/agent.py
file at line 100 to include calls to the anthropic tools. Ensure that these calls are made at appropriate points in the agent's lifecycle.
autogpt/autogpt/agents/agent.py
- Defines theAgent
class responsible for proposing actions, executing commands, and interacting with various components within the AutoGPT system. Consider adding a method to theAgent
class that utilizes theAnthropicProvider
to call the anthropic tools. This method can be invoked at line 100 to integrate the tool calls into the agent's lifecycle.forge/forge/llm/providers/anthropic.py
- Contains code for interfacing with Anthropic's API, managing credentials, handling chat completions, and retrying API requests. Consider using thecreate_chat_completion
method from theAnthropicProvider
class to make the necessary API calls to Anthropic's services. This method can be invoked within the new method added to theAgent
class.
- Document the changes made to
autogpt/agents/agent.py
and provide clear usage instructions for developers.
autogpt/README.md
- Provides an overview of the AutoGPT project, its functionalities, and usage instructions. Consider updating theREADME.md
file to include a section on the new anthropic tool calling feature. Provide an overview of the feature, its benefits, and how to use it.autogpt/autogpt/agents/README.md
- Provides an overview of the agent functionality within the AutoGPT system, including how to build custom agents. Consider updating theagents/README.md
file to include detailed instructions on how to utilize the new anthropic tool calling feature within custom agents. Provide code examples and configuration details.
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