Available Agents
AutoGPT
An autonomous agent for self-guided task completion using a chain of thoughts approach
BabyAGI
A task-driven agent that creates, prioritizes, and executes tasks based on objectives
CSV Agent
Specialized for answering queries about data stored in CSV files
XML Agent
Designed for language models that excel at reasoning and writing in XML format
Tool Agent
Uses Function Calling to dynamically select and execute appropriate tools
Airtable Agent
Answers queries about data stored in Airtable tables
Anthropic Agent
Leverages Anthropic’s Claude model with function calling capabilities
OpenAI Assistant
Uses OpenAI’s Assistant API for context-aware conversations and tool execution
OpenAI Tool Agent
Utilizes OpenAI’s function calling for tool selection and execution within LlamaIndex
Conversational Agent
Designed for dynamic, multi-turn conversations with memory and tool usage
ReAct Agent for LLMs
Implements the Reasoning and Acting framework for complex problem-solving
ReAct Agent for Chat Models
Optimized version of ReAct for conversational AI applications
Conversational Retrieval Tool Agent
Combines conversation, information retrieval, and tool usage
Use Cases
Agents are beneficial for a wide range of applications, including:- Complex task automation and problem-solving
- Interactive chatbots and virtual assistants
- Research and information gathering
- Data analysis and query resolution
- Task planning and execution
- Educational tutoring systems
- Customer support automation
- Content generation and summarization