base on Symfony AI is a set of components that integrate AI capabilities into PHP applications <p align="center"><a href="https://symfony.com" target="_blank"> <img src="https://symfony.com/logos/symfony_dynamic_01.svg" alt="Symfony Logo"> </a></p> <h3 align="center"> Symfony AI </h3> Symfony AI is a set of components that integrate AI capabilities into PHP applications. ## Components & Bundles Symfony AI consists of several lower and higher level **components** and the respective integration **bundles**: * **Components** * **[Platform](src/platform/README.md)**: A unified interface to various AI platforms like OpenAI, Anthropic, Azure, Gemini, VertexAI, and more. * **[Agent](src/agent/README.md)**: Framework for building AI agents that can interact with users and perform tasks. * **[Store](src/store/README.md)**: Data storage abstraction with indexing and retrieval for AI applications. * **[MCP SDK](src/mcp-sdk/README.md)**: SDK for [Model Context Protocol](https://modelcontextprotocol.io) enabling communication between AI agents and tools. * **Bundles** * **[AI Bundle](src/ai-bundle/README.md)**: Symfony integration for AI Platform, Store and Agent components. * **[MCP Bundle](src/mcp-bundle/README.md)**: Symfony integration for MCP SDK, allowing them to act as MCP servers or clients. ## Examples & Demo To get started with Symfony AI, you can either check out the [examples](./examples) to see how to use the components in smaller snippets, or you can run the [demo application](./demo) to see the components work together in a full Symfony web application. ## Sponsor Help Symfony by [sponsoring](https://symfony.com/sponsor) its development! ## Contributing Thank you for considering contributing to Symfony AI! You can find the [contribution guide here](CONTRIBUTING.md). ## Fixture Licenses For testing multi-modal features, the repository contains binary media content, with the following owners and licenses: * `tests/Fixture/image.jpg`: Chris F., Creative Commons, see [pexels.com](https://www.pexels.com/photo/blauer-und-gruner-elefant-mit-licht-1680755/) * `tests/Fixture/audio.mp3`: davidbain, Creative Commons, see [freesound.org](https://freesound.org/people/davidbain/sounds/136777/) * `tests/Fixture/document.pdf`: Chem8240ja, Public Domain, see [Wikipedia](https://en.m.wikipedia.org/wiki/File:Re_example.pdf) ", Assign "at most 3 tags" to the expected json: {"id":"14308","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"