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[Backend] AGI tutor RAG pipeline over course content #406
Description
Overview
The AGI tutor currently answers from a static surface. Build a retrieval-augmented generation (RAG) pipeline: ingest course material into a vector store, retrieve relevant context per question, and ground answers with citations.
Acceptance Criteria
- Course material indexed into a vector store
- Queries retrieve relevant context before generation
- Answers include citations to source material
- Grounding/faithfulness metrics tracked
- Fallback to a safe "I don't know" when confidence is low
Files to Modify
backend/src/services/tutor/— RAG pipelinebackend/src/workers/indexingJob.ts— content indexingbackend/src/routes/agiTutor.ts— extend endpointsdocker-compose.yml— vector store container
Activity
[-][Frontend] Virtualize long course and credential lists[/-][+][Backend] AGI tutor RAG pipeline over course content[/+]Degentle12 commentedon Aug 21, 2026
Hi Maintainer
May i fix this issue please
MicD746 commentedon Aug 21, 2026
Hello Maintainer, please can i work on this
grantfox-oss commentedon Aug 22, 2026
🦊 GrantFox — @Degentle12 has been assigned to this issue as part of the Third Campaign campaign!
Next steps:
Closes #406)Good luck! Track your progress on GrantFox.
Merge pull request #482 from Degentle12/feat/issue-406-rag-pipeline
grantfox-oss commentedon Aug 25, 2026
🎉 This issue has been marked as completed on GrantFox as part of the Third Campaign campaign!
@Degentle12's PR #482 was approved and merged by @Penielka.
🏆 @Degentle12: You earned 35 FoxPoints for this contribution! Your current tier: Explorer (519 total points). Track your full progress on GrantFox.
👏 Great work, @Degentle12! Keep contributing to AetherEdu.
feat(backend): add RAG pipeline for the AGI tutor over course content