Libraries tagged by vector search

Zero-dependency PHP vector database with BM25, hybrid search, Matryoshka, IVF indexing, and Int8 quantization

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Semantic search using Ropherta embeddings and SQLite3 Vector extension.

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

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JSON file based implementation of vector store contracts

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Contracts and testing utilities for vector store implementations in PHP

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A modern, type-safe PHP SDK for Milvus vector database. This library provides a clean, intuitive interface for managing collections, users, roles, and privileges in Milvus through its REST API.

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Index versioned Markdown documentation for source-grounded Symfony AI assistants.

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Turn any Laravel app into a secure AI agent: automatic and custom vector embedding generation, multi-provider AI switching with auto-failover (Gemini, OpenAI/ChatGPT, DeepSeek, Anthropic/Claude, or any custom LLM), zero-config controller-to-tool discovery, and PostgreSQL/MySQL/MongoDB/Qdrant/Pinecone vector database support.

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AI agents and a grounded knowledge base for Filament panels: resource-derived tools, retrieval with citations, native chat, metrics and an MCP server.

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Laravel RAG and AI agent toolkit — drop-in document ingestion, vector search, streaming chat, and multi-tenant scoping for Laravel 12/13. Works with OpenAI, Anthropic, Gemini, Pinecone, and pgvector.

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A production-ready, privacy-first Local AI Controller and Retrieval-Augmented Generation (RAG) engine for Laravel 11, 12, and 13. Supports Ollama, LM Studio, zero-infra vector search, SSE streaming, and full conversational memory — all with 100% data residency.

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Embedded SQL database with full-text and vector search, a sqlite3-shaped shell, and an MCP server.

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Generic vector embedding, semantic search and RAG infrastructure for TYPO3

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CLI library for indexing and semantic search over repository documentation using vector embeddings

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A complete Laravel package for RAG (Retrieval-Augmented Generation) implementation with external API integrations

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