Agentic AI

Agentic AI is a framework for building intelligent agents that can autonomously perform tasks by leveraging various tools and APIs. The system is designed to select the most suitable agent for a given task based on its capabilities and the tools it has access to.

Key Features

• Agent Selection: The framework includes a mechanism to suggest the most appropriate agents for a given task using a pre-trained language model.
• Tool Integration: Agents can be equipped with various tools such as web search, calculator, and more to enhance their capabilities.
• Customizable Agents: Users can define their own agents with specific tools and functionalities.

Getting Started

1. Clone the repository:

   git clone https://github.com/ankushbisht01/Selecting-Agentic-AI-
   cd agentic-ai

2. Install the required dependencies:

   pip install -r requirements.txt

3. Run the inference script to suggest agents for a given task:

   python -m src.inference

Example Usage

from src.inference import suggest_agents
suggestions = suggest_agents("I need to search the web")
for agent in suggestions:
    print(agent['agent_name'], agent['score'])

References

• LiveMCPBench: GitHub Repository
• Tool-to-Agent Retrieval: Bridging Tools and Agents for Scalable LLM Multi-Agent Systems Paper