Few-shot Learning

Few-shot learning helps AI LLM pick up and apply knowledge from just a handful of examples. It involves using multiple sets of prompts between the user and the AI assistant that we internally send to LLM with every API request.

Pipe enables developers to define multiple user and AI assistant prompt and completion pairs that can be used to few-shot train any LLM.

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How to do Few-shot Learning

Following is a quick guide on how to do few-shot learning inside a Pipe.

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Step #1Create user and AI assistant prompts

Navigate to any of your Pipes on Langbase. Click once on User and then on AI Assistant besides Add Message By. It will create two text areas, one for user prompt and the other for AI assistant prompt.

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Step #2Add completions

Add completions for both user and AI assistant prompts.

These completions will be used by LLM to learn and generate responses based on the incoming user prompts.

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