bobo541574/lumina-rag
A RAG system built with Laravel 13, PostgreSQL 16 + pgvector, and OpenAI / Ollama. Upload PDFs/DOCX — text is chunked and embedded, then you can ask questions with source-cited answers. Hybrid search, MMR reranking, term aliases, runtime-tunable settings, Vue 3 SPA.
AI Coding Tools Used
This repository contains config files from these AI coding tools, indicating AI-assisted development.
DETECTED Detected AI stack
AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.
GitHub Topics
Language breakdown (by bytes)
Why this is classified AI-related
The AI relevance score checks four places for AI keywords and adds the weight of each one that matches. Full methodology
Total AI relevance score: 90 / 100
Position among AI repos in the same language
We track 116 PHP repos, of which 82 score 40 or above on AI relevance. 18 have more stars than this one (top 16.4%), and 2 score higher (top 2.6%).
Owner
Dates
| Created on GitHub | 2026-05-10 |
| Last push | 2026-06-29 |
| First seen here | 2026-05-10 |
| Last fetched | 2026-08-18 16:14 |
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