Agents | Clarifai Docs
Build powerful AI agents with Clarifai
Artificial intelligence (AI) agents refer to autonomous systems that often leverage large language models (LLMs) as their core. Given high-level instructions, these agents possess the remarkable ability to understand, plan, reason, and execute complex tasks to achieve specific goals.
They go beyond simple automation by demonstrating:
- Intelligent planning — Breaking down ambiguous instructions into actionable steps.
- Tools utilization — A tool equips an agent with specific capabilities, enabling it to perform actions and interact with the external world beyond its inherent text generation and reasoning. What sets effective agents apart from basic language models is their ability to properly use tools.
- Adaptability & learning — Learning from interactions, maintaining context, and improving performance over time.
- Collaboration — Working with other agents to achieve complex, multi-faceted outcomes.
Build Agents With Our API
Clarifai empowers developers to build powerful AI agents that can tackle real-world problems by interacting intelligently with diverse data and tools, all within a cohesive and manageable environment.
We provide a comprehensive suite of features, including:
Versatile AI models — Access to a wide range of Clarifai models, including both text and vision capabilities, allowing agents to process and understand diverse forms of information.
Flexible interaction modes — Seamlessly engage with base models, a single AI agent, or orchestrate complex interactions between multiple agents for intricate workflows.
Out-of-the-box tool connectors — Instantly equip agents with essential functionalities, such as code execution, web search, image generation, and document library access.
Build your next AI app, test and tune popular LLMs models, and much more.