Persian RAG for Laravel: OCR-aware extraction, hybrid pgvector search, role-based access control, and cited answers.

Search for Laravel on PostgreSQL alone: full-text (tsvector, morphology per language) and vectors (pgvector) fused by Reciprocal Rank Fusion, with access filtering in SQL.

PostgreSQL pgvector similarity driver for x-laravel/embedding.

Retrieval-augmented answering for Laravel applications, backed by Postgres and pgvector.

Euclidean and cosine vector distance queries and indexes for Laravel on MariaDB and Postgres.

Production RAG for Laravel: pgvector retrieval with citations, and an eval harness that fails CI when retrieval quality regresses.

A Laravel Scout engine for PostgreSQL that fuses weighted tsvector full-text search, pg_trgm typo and diacritic tolerance, and pgvector semantic similarity with reciprocal rank fusion.

Vector-backed memory driver for Laravel Swarm — semantic recall via pgvector and Laravel AI embeddings. Implements the MemoryStore contract from laravel-swarm.

Make any Eloquent model semantically searchable: a pluggable embedder and vector store turn model content into embeddings for similarity search and RAG retrieval.

Laravel vector search engine with embeddings, pgvector drivers, and optional Scout integration.

Persistent semantic thread memory and related context retrieval for Laravel AI applications.

Add semantic search and Retrieval-Augmented Generation (RAG) to any Laravel app with PostgreSQL + pgvector.

A personal markdown knowledge vault for Laravel — wikilinks, version history, semantic search, and MCP for Claude Code.

A complete, driver-based RAG pipeline for Laravel

Production-grade RAG engine for Laravel — provider-agnostic, HTTP-based, extensible

Build related content links using vector embeddings and pgvector for Laravel

Recommendation engine using Open AI embedding and PostgresSQL pgvector