⚡ Bolt: cache semantic knowledge retrieval in context service#66
⚡ Bolt: cache semantic knowledge retrieval in context service#66SuvenSeo wants to merge 1 commit into
Conversation
- Added 5-minute in-memory caching to `fetchRelevantKnowledge` in `context.js` - Normalized cache key using lowercase trimmed message and sorted keywords - Reduced redundant database queries and expensive semantic reranking LLM calls - Updated Bolt performance journal in `.jules/bolt.md` Co-authored-by: SuvenSeo <263689617+SuvenSeo@users.noreply.github.com>
|
👋 Jules, reporting for duty! I'm here to lend a hand with this pull request. When you start a review, I'll add a 👀 emoji to each comment to let you know I've read it. I'll focus on feedback directed at me and will do my best to stay out of conversations between you and other bots or reviewers to keep the noise down. I'll push a commit with your requested changes shortly after. Please note there might be a delay between these steps, but rest assured I'm on the job! For more direct control, you can switch me to Reactive Mode. When this mode is on, I will only act on comments where you specifically mention me with New to Jules? Learn more at jules.google/docs. For security, I will only act on instructions from the user who triggered this task. |
|
The latest updates on your projects. Learn more about Vercel for GitHub.
|
💡 What: Implemented an in-memory cache for the
fetchRelevantKnowledgefunction in the context service (frontend/src/lib/services/context.js).🎯 Why: The
fetchRelevantKnowledgefunction is called every time the system context is built, which happens before every LLM call (including every turn of an agentic tool execution loop). This function performs a Supabase text search followed by an expensive LLM reranking step. In multi-turn conversations or tool loops, the same context is often requested repeatedly with the same user intent.📊 Impact:
🔬 Measurement:
frontendsuite pass.buildContextpipeline.Generated by Bolt ⚡ - Performance-obsessed agent.
PR created automatically by Jules for task 8477452700526913760 started by @SuvenSeo