Specialized Agents

Specialized agents are designed for specific data sources and formats, providing targeted functionality for different types of content.

CSV Agent

This component creates a CSV agent from a CSV file and LLM.

Inputs

Name	Type	Description
llm	LanguageModel	Language model to use for the agent
path	File	Path to the CSV file
agent_type	String	Type of agent to create (zero-shot-react-description, openai-functions, or openai-tools)

Outputs

Name	Type	Description
agent	AgentExecutor	CSV agent instance

JSON Agent

This component creates a JSON agent from a JSON or YAML file and an LLM.

Inputs

Name	Type	Description
llm	LanguageModel	Language model to use for the agent
path	File	Path to the JSON or YAML file

Outputs

Name	Type	Description
agent	AgentExecutor	JSON agent instance

SQL Agent

This component creates a SQL Agent to interact with SQL databases.

Inputs

Name	Type	Description
llm	LanguageModel	Language model to use for the agent
database_uri	String	URI of the SQL database to connect to
extra_tools	List[Tool]	Additional tools to provide to the agent (optional)

Outputs

Name	Type	Description
agent	AgentExecutor	SQL Agent instance

OpenAPI Agent

This component creates an OpenAPI Agent to interact with APIs defined by OpenAPI specifications.

Inputs

Name	Type	Description
llm	LanguageModel	Language model to use for the agent
path	File	Path to the OpenAPI specification file (JSON or YAML)
allow_dangerous_requests	Boolean	Whether to allow potentially dangerous API requests

Outputs

Name	Type	Description
agent	AgentExecutor	OpenAPI Agent instance

Vector Store Agent

This component creates a Vector Store Agent using LangChain.

Inputs

Name	Type	Description
llm	LanguageModel	Language model to use for the agent
vectorstore	VectorStoreInfo	Vector store information for the agent to use

Outputs

Name	Type	Description
agent	AgentExecutor	Vector Store Agent instance

Vector Store Router Agent

This component creates a Vector Store Router Agent using LangChain.

Inputs

Name	Type	Description
llm	LanguageModel	Language model to use for the agent
vectorstores	List[VectorStoreInfo]	List of vector store information for the agent to route between

Outputs

Name	Type	Description
agent	AgentExecutor	Vector Store Router Agent instance