docs

These are the docs for scaledown

Getting started.

New? Checkout the quick start guide

ScaleDown Documentation Guide

Welcome to the ScaleDown documentation! This guide explains the purpose of each document and how to navigate the docs folder.

Main Documents

• quick start guide: Your starting point. Explains what ScaleDown is, how it works, and how to make your first API call for prompt compression.

• workflow_example.mdx: Step-by-step example of integrating ScaleDown's compressed context into your AI workflow, with Python code samples.

• anatomy.mdx: The Anatomy of an Effective AI Prompt. Breaks down the structure of an effective AI prompt, including visual diagrams and explanations of prompt components.

• development.mdx: Details the development workflow and advanced usage patterns for integrating ScaleDown into your projects.

Specialized Compression Techniques

• code_compression/pareto_merging.mdx: Explains the Pareto Merging method for combining reasoning models, including API usage and architecture diagrams.
• generic-prompt-compression/overview.mdx: Overview of the multi-stage pipeline for reducing hallucinations and improving factual accuracy in LLM responses.
• generic-prompt-compression/hallucination-reductiono-pipeline.mdx: Technical details of the hallucination reduction pipeline, including API payload examples and integration notes.

Get your API key:

For more information or to get your API key, visit ScaleDown's website.