AI Components

Components in the AI group are powered by large language models (LLMs). Use them when you want your pipeline to understand and generate text, reason over context, follow instructions, or make decisions based on natural language input.

This group includes components such as LLMs (for text generation), agents (to plan and execute multi-step tasks and call tools), image generators (to create images from prompts), and LLM-based rankers (to re-rank results based on semantic relevance). These components typically sit at the “thinking” layer of a pipeline, turning retrieved context and user input into structured actions or high-quality outputs.

Available Components

• Agent
• DALLEImageGenerator
• ExtractiveReader
• LLM
• LLMRanker