{"repo":"moneo/laravel-rag","free":true,"listed":false,"github":"https://github.com/moneo/laravel-rag","clone":"git clone https://github.com/moneo/laravel-rag.git","description":"A complete, driver based RAG pipeline for Laravel with pgvector & sqlite-vec, streaming, agentic retrieval, hybrid search, evals, MCP server, Filament admin.","language":"PHP","stars":40,"topics":["ai","laravel","pg-vector","php","rag","sqlite-vec","vector"],"license":"MIT","category":"ai-agents","readme_excerpt":"Laravel RAG A complete, driver-based RAG (Retrieval-Augmented Generation) pipeline for Laravel. Built on Prism PHP for provider-agnostic LLM and embedding support. Features - Driver-based vector stores — pgvector (production) and sqlite-vec (local dev), swappable via .env - Blueprint macros — $table- vector() , $table- vectorIndex() feel native to Laravel - Model traits — HasVectorSearch and AutoEmbeds for zero-boilerplate integration - Embedding cache — SHA-256 deduplication reduces API costs by 60-80% - Chunking strategies — Character, Sentence, Markdown, and Semantic chunkers - Fluent RAG pipeline — Rag::from(Document::class)- ask('question') - Streaming SSE — Real-time response streaming via Server-Sent Events - Agentic RAG — Iterative retrieval with sufficiency evaluation - Hybrid search — Reciprocal Rank Fusion (RRF) combining semantic + full-text - LLM re-ranking — Score and re-order chunks by relevance - Conversation memory — Threaded conversations with automatic context summarization - RAG Evals — First Laravel-native evaluation framework (Faithfulness, Relevancy, Context Recall) - MCP Server — Expose your RAG as MCP tools for Claude Desktop, Cursor, etc. - Artisan commands — rag:index , rag:test , rag:estimate , rag:eval , rag:mcp-serve - DevTools — Debugbar collector and Telescope watcher - Livewire component — Drop-in with streaming and sources - Filament plugin — Admin panel for documents, embeddings, and interactive testing Requirements - PHP 8.2+ - Laravel 11+ ","default_branch":null,"files":null,"tree":[],"storefront":"/r/moneo","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/moneo/laravel-rag/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}