> ## Documentation Index
> Fetch the complete documentation index at: https://docs.gloo.com/llms.txt
> Use this file to discover all available pages before exploring further.

# Overview

# Best Practices

This section provides strategic advice and best practices to help you get the most out of Gloo AI.

<CardGroup cols={1}>
  <Card title="Preparing Content for Ingestion" icon="route" href="/best-practices/ingestion-pattern">
    A source-agnostic pattern for getting content from any system — CMS, API, database, file library, or feed — into Gloo: adapters, normalization, stable IDs, metadata timing, and when to pre-chunk.
  </Card>

  <Card title="Handling Streaming Failures" icon="radio" href="/best-practices/completions-streaming-failures">
    How to retry, continue, and surface Completions V2 streaming failures — including retry ceilings, application-level continuation, partial-output UX, and tool-call safety.
  </Card>
</CardGroup>