8 months ago
Agentica is an open-source framework that makes working with AI agents simple and reliable. It helps you integrate structured function calls with Large Language Models (LLMs) without the usual headaches.
Built around Typia's robust JSON Schema validation, Agentica eliminates the common frustrations of building agent systems - no more dealing with unpredictable outputs or complex integration challenges.
Overview
What is Agentica?
Agentica is an open-source framework designed to simplify the integration of AI agents with Large Language Models (LLMs). It focuses on structured function calls, providing a reliable and user-friendly experience for developers.
How to use Agentica?
To use Agentica, set up a new project using npm or yarn, create your AI agent by defining TypeScript types or using OpenAPI specifications, and then run your agent to interact with it.
Key features of Agentica?
- Schema-Driven Reliability: Automatically validates and corrects parameters from LLMs.
- Automatic Error Correction: Feedback loops to iteratively improve output accuracy.
- Complex Parameter Support: Easily handle union types, nested objects, and recursive schemas.
- OpenAPI Integration: Convert existing APIs into powerful agent capabilities effortlessly.
- Exceptional Developer Experience: TypeScript-first approach with automatic schema generation.
- Model Context Protocol (MCP) Support: Seamlessly integrate with various LLMs.
Use cases of Agentica?
- Building reliable AI agents for customer support.
- Creating complex data processing applications using LLMs.
- Developing educational tools that leverage AI for personalized learning.
FAQ from Agentica?
- Can Agentica handle all types of LLMs?
Yes! Agentica supports various LLMs, including Claude Desktop and Cursor.
- Is Agentica free to use?
Yes! Agentica is open-source and free for everyone.
- How does Agentica ensure output accuracy?
Agentica uses automatic error correction and schema validation to enhance output reliability.