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Guides

Task-oriented recipes. Each guide solves one concrete problem with copyable code.

Chat interfaces

GuideWhat for
Web chatBrowser chat — bilingual, persistent sessions, sources panel
Terminal chat (CLI)Textual TUI with slash commands, keyboard shortcuts, live cost

Customise for your domain

GuideWhat for
Tune prompts to your domainThe single highest-leverage quality lever after indexing. How to customise GRAIL's 10 prompts for your domain — sharper extraction, pinned voice, multilingual packs

Working with knowledge base

GuideWhat for
Optimise indexing costsLower the bill without losing quality
Trace queries for debugSee exactly which prompts the LLM saw
Visualise the graphGenerate interactive HTML of the graph

Working with agentic memory

Coming soon

Guides for memory workflows, periodic consolidation, and proposal handling are in development. Meanwhile, the Memory quickstart covers the full flow.

If you can't find what you need

  • The quickstarts (KB, memory, skill) cover the most common end-to-end flows.
  • The reference (CLI, SDK) has every flag and method.
  • The cookbook (cookbook) has complete copyable projects.