AgentifiedSearchOpenAIToolkitBuilder

Overview

AgentifiedSearchOpenAIToolkitBuilder is a class extending the AgentifiedSearchToolkitBuilder and OpenAIAgentToolkitBuilder, associated with the Agent Toolkit AGENTIFIED_SEARCH. This class is designed to build tools for agentified search functionality using the OpenAI API.

The build_for_open_ai method is used to build and return a list of OpenAITool objects based on the tools associated with agentified search. The properties for the created OpenAITool objects include a query of string type.

Example

from automata.experimental.tools.builders.agentified_search_builder import AgentifiedSearchOpenAIToolkitBuilder

# Create an instance of the class
tool_builder = AgentifiedSearchOpenAIToolkitBuilder()

# Build the tools for OpenAI
openai_tools = tool_builder.build_for_open_ai()

This script begins by importing necessary class AgentifiedSearchOpenAIToolkitBuilder. An instance of this class is then created. Finally, the tools for agentified search for OpenAI are built and returned, using the build_for_open_ai method.

Limitations

AgentifiedSearchOpenAIToolkitBuilder is a builder specifically designed for agentified search with an OpenAI LLM Provider. This implies that it may not be suited or compatible with other LLM Providers. The properties of the built OpenAITool contains only ‘query’. If you want to include additional properties, it may require changes in the builder or an extended implementation.

Follow-up Questions:

  • How compatible is AgentifiedSearchOpenAIToolkitBuilder with other LLM Providers?

  • How can additional properties, if required, be added to the built OpenAITools?

The context references symbols related to Git tasks, such as commit_task and create_issue, as well as ones to paths and indexing, such as get_project_paths and _load_index_protobuf. However, it’s unclear how these are connected or used in conjunction with AgentifiedSearchOpenAIToolkitBuilder. Better clarity on these relationships is needed.