Docs: Add Intent-Drive Optimization guide #189
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Description 📝
This adds a comprehensive tutorial on intent-driven architecture patterns that shows developers how to optimize PromptQL performance through strategic system instructions.
The new tutorial teaches developers how to classify user queries into different intent categories (conceptual questions, procedural guidance, examples, troubleshooting) and route them through optimized processing pathways. Instead of treating every query the same way, this approach uses structured system instructions to teach PromptQL when to use expensive operations versus when to respond directly from model knowledge.
The guide includes practical configuration examples for
promptql-config.hml
that implement query classification, validation protocols for technical accuracy, and response patterns that match complexity to user needs. This architectural pattern can reduce response times by while improving accuracy - all through configuration rather than custom code.Quick Links 🚀
Intent-Driven Search Performance Optimization