PHPackages lemukarram/vector-search - PHPackages - PHPackages [Skip to content](#main-content)[PHPackages](/)[Directory](/)[Categories](/categories)[Trending](/trending)[Leaderboard](/leaderboard)[Changelog](/changelog)[Analyze](/analyze)[Collections](/collections)[Log in](/login)[Sign up](/register) 1. [Directory](/) 2. / 3. [API Development](/categories/api) 4. / 5. lemukarram/vector-search ActiveLibrary[API Development](/categories/api) lemukarram/vector-search ======================== The Ultimate Laravel AI RAG Package. Seamlessly integrate Vector Search with GPT-5.5, Gemini 2.5, and Claude 4.6. Advanced semantic search for Eloquent models. v1.0.0(1mo ago)97MITPHPPHP ^8.1|^8.2 Since Apr 8Pushed 1mo agoCompare [ Source](https://github.com/lemukarram/vector-search)[ Packagist](https://packagist.org/packages/lemukarram/vector-search)[ RSS](/packages/lemukarram-vector-search/feed)WikiDiscussions master Synced today READMEChangelog (7)Dependencies (8)Versions (9)Used By (0) Laravel AI RAG ๐Ÿง ๐Ÿš€ ================= [](#laravel-ai-rag-) [![Latest Version on Packagist](https://camo.githubusercontent.com/207de4cd4976c1df846922fd2a0bdb43626e4025df83f26f111b405660c77758/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f762f6c656d756b617272616d2f6c61726176656c2d61692d7261672e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/lemukarram/laravel-ai-rag)[![Total Downloads](https://camo.githubusercontent.com/0a9430e145ba49fbc41981f2ea68f4b0b98611bebf5c7c7303a315d8d263c2c6/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f64742f6c656d756b617272616d2f6c61726176656c2d61692d7261672e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/lemukarram/laravel-ai-rag)[![License](https://camo.githubusercontent.com/48111151a09947e2b9954f530c8f77b77d8a29dfbc4865aa2aa4a6e692468d66/68747470733a2f2f696d672e736869656c64732e696f2f7061636b61676973742f6c2f6c656d756b617272616d2f6c61726176656c2d61692d7261672e7376673f7374796c653d666c61742d737175617265)](https://packagist.org/packages/lemukarram/laravel-ai-rag) **Laravel AI RAG** is the ultimate developer toolkit for building production-ready **Retrieval-Augmented Generation (RAG)** applications. It seamlessly bridges your Eloquent models with cutting-edge Vector Databases and Frontier LLMs like **GPT-5.5**, **Gemini 2.5**, and **Claude 4.6**. --- ๐Ÿ› ๏ธ Detailed Installation Guide ------------------------------ [](#๏ธ-detailed-installation-guide) ### 1. Requirements [](#1-requirements) - PHP 8.2 or higher - Laravel 10.x, 11.x, or 12.x - A vector store account (Upstash, Pinecone, or a local Chroma instance) ### 2. Install via Composer [](#2-install-via-composer) ``` composer require lemukarram/laravel-ai-rag ``` ### 3. Publish Configuration [](#3-publish-configuration) Publish the `vector-search.php` config file to your application: ``` php artisan vendor:publish --provider="LeMukarram\VectorSearch\VectorSearchServiceProvider" ``` --- โš™๏ธ Exhaustive Configuration Reference ------------------------------------- [](#๏ธ-exhaustive-configuration-reference) Open `config/vector-search.php` to manage your environment. ### ๐Ÿ“‚ Vector Store Settings [](#-vector-store-settings) DriverEnv VariableDescription**Global**`VECTOR_STORE`Default store to use (`upstash`, `pinecone`, `chroma`)**Upstash**`UPSTASH_VECTOR_URL`Your Upstash Vector REST URL**Upstash**`UPSTASH_VECTOR_TOKEN`Your Upstash REST Token**Pinecone**`PINECONE_API_KEY`Your Pinecone API Key**Pinecone**`PINECONE_HOST`The index host (e.g., `https://index-xyz.svc.pinecone.io`)**Chroma**`CHROMA_HOST`Hostname (Default: `127.0.0.1`)**Chroma**`CHROMA_PORT`Port (Default: `8000`)**Chroma**`CHROMA_COLLECTION`Collection name (Default: `laravel-rag`)### ๐Ÿง  AI Model Settings [](#-ai-model-settings) ProviderEnv VariableDescription**OpenAI**`OPENAI_API_KEY`Your OpenAI Secret Key**Gemini**`GEMINI_API_KEY`Your Google AI (Gemini) API Key**Anthropic**`ANTHROPIC_API_KEY`Your Anthropic API Key**DeepSeek**`DEEPSEEK_API_KEY`Your DeepSeek API Key### โšก RAG Logic & Chunking [](#-rag-logic--chunking) Configure these in the `rag` array of your config file: - `chunk_size`: Maximum characters per vector (Default: `1000`) - `chunk_overlap`: Character overlap between chunks (Default: `200`) - `system_prompt`: The core instruction for the LLM. Supports `{{context}}` and `{{query}}` placeholders. --- ๐Ÿš€ Pro Use Cases & Examples ------------------------------ [](#-pro-use-cases--examples) ### Use Case 1: Intelligent Documentation Search [](#use-case-1-intelligent-documentation-search) Index your technical docs and allow users to ask questions. ``` // In your Model public function getVectorColumns(): array { return ['title', 'body', 'version_tag']; } // In your Controller $answer = VectorSearch::whereMetadata('version_tag', 'v3.0') ->chat('How do I configure the new hybrid search?'); ``` ### Use Case 2: AI-Powered E-commerce Product Recommendations [](#use-case-2-ai-powered-e-commerce-product-recommendations) Find products not just by name, but by "vibe" or semantic description. ``` // Search for "summer vibe outdoor clothes" $products = VectorSearch::withStore('pinecone') // Use high-performance index ->similar('Lightweight breathable clothing for hiking', topK: 10); ``` ### Use Case 3: Legal/Medical Document Analysis [](#use-case-3-legalmedical-document-analysis) Use **Claude 4.6** for high-precision reasoning over complex text. ``` $analysis = VectorSearch::withModel('anthropic') ->chat('Summarize the liability clauses in the retrieved contracts.'); ``` ### Use Case 4: Global Support Bot (Multi-Query Expansion) [](#use-case-4-global-support-bot-multi-query-expansion) When users ask vague questions, use `multiQuery` to find better answers. ``` // Automatically generates 3 variations of the user's query $results = VectorSearch::multiQuery('Payment failed'); ``` --- ๐Ÿงช Testing --------- [](#-testing) ``` use LeMukarram\VectorSearch\Facades\VectorSearch; public function test_it_works() { $fake = VectorSearch::fake(); $fake->pushChatResponse('Laravel AI RAG is awesome!'); $response = VectorSearch::chat('What is this package?'); $this->assertEquals('Laravel AI RAG is awesome!', $response->content()); } ``` --- ๐Ÿ“ˆ Search Performance & SEO Tips ----------------------------------- [](#-search-performance--seo-tips) Keywords: *Laravel AI, Vector Search Laravel, RAG Laravel, GPT-5 Laravel, Gemini AI Laravel, PHP AI Package, Semantic Search PHP, Pinecone Laravel, Upstash Vector Laravel, AI Embedding Laravel.* --- ๐Ÿค Support & License ----------------------- [](#-support--license) If you find this package useful, please **star the repository** on GitHub! Licensed under the MIT License. ### Health Score 41 โ€” FairBetter than 87% of packages Maintenance89 Actively maintained with recent releases Popularity7 Limited adoption so far Community6 Small or concentrated contributor base Maturity53 Maturing project, gaining track record Bus Factor1 Top contributor holds 100% of commits โ€” single point of failure How is this calculated?**Maintenance (25%)** โ€” Last commit recency, latest release date, and issue-to-star ratio. Uses a 2-year decay window. **Popularity (30%)** โ€” Total and monthly downloads, GitHub stars, and forks. Logarithmic scaling prevents top-heavy scores. **Community (15%)** โ€” Contributors, dependents, forks, watchers, and maintainers. Measures real ecosystem engagement. **Maturity (30%)** โ€” Project age, version count, PHP version support, and release stability. ### Release Activity Cadence Every ~33 days Total 7 Last Release 31d ago ### Community Maintainers ![](https://www.gravatar.com/avatar/c04560f6cb16b1a396120c0ae12dae19235afbd6c10b2af7b7dbb89671bf076a?d=identicon)[lemukarram](/maintainers/lemukarram) --- Top Contributors [![lemukarram](https://avatars.githubusercontent.com/u/96775183?v=4)](https://github.com/lemukarram "lemukarram (10 commits)") ### Embed Badge ![Health badge](/badges/lemukarram-vector-search/health.svg) ``` [![Health](https://phpackages.com/badges/lemukarram-vector-search/health.svg)](https://phpackages.com/packages/lemukarram-vector-search) ``` ### Alternatives [craftcms/cms Craft CMS 3.6k3.6M3.1k](/packages/craftcms-cms)[tencentcloud/tencentcloud-sdk-php TencentCloudApi php sdk 3741.3M47](/packages/tencentcloud-tencentcloud-sdk-php)[spatie/laravel-export Create a static site bundle from a Laravel app 674146.0k6](/packages/spatie-laravel-export)[simplestats-io/laravel-client Server-side analytics for Laravel that follows the full funnel from visit to registration to payment, attributed to the channel that drove it. Revenue, MRR, churn and ad-spend profit (ROAS/CAC) per channel. GDPR compliant, ad-blocker proof. 5021.9k](/packages/simplestats-io-laravel-client)[eslazarev/wildberries-sdk Wildberries OpenAPI clients (generated). 273.0k](/packages/eslazarev-wildberries-sdk)[jasara/php-amzn-selling-partner-api A fluent interface for Amazon's Selling Partner API in PHP 1348.7k1](/packages/jasara-php-amzn-selling-partner-api) PHPackages ยฉ 2026 [Directory](/)[Categories](/categories)[Trending](/trending)[Changelog](/changelog)[Analyze](/analyze)