AI Brokers vs. AI Pipelines: A Sensible Information to Coding Your LLM Utility | by Alan Jones | Sep, 2024

We will consider an AI agent as an LLM with entry to exterior instruments; it runs in a loop, making choices about behave and what instruments to make use of at every iteration.

In doing this, the agent can remedy far more complicated issues than a traditional LLM app. (I explored construct such an agent from scratch within the article under.

AI Brokers are highly effective and a protracted step past a traditional chat software. However they aren’t all the time the precise answer.

Generally a sequence of extra typical features is extra applicable. We will consider any such software as a pipeline, the place an answer is developed by passing the output of 1 perform because the enter to the following.

On this article, we’ll discover the usage of AI brokers and pipelines and what forms of functions they’re…