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[x] PDF\n  - [ ] JSON (coming soon)\n  - [ ] Website (coming soon)\n- [x] Vectors \u0026 Embeddings\n  - [x] [Retrieval Augmented Generation](https://www.perplexity.ai/search/Retrieval-Augmented-Generation-wdAKdu4sSE.s1td7mtXqEQ?s=c)\n  - [x] [Semantic search](https://www.perplexity.ai/search/semantic-search-eXS9K0oARMizIBbAkSvSAw?s=c)\n  - [ ] Memory (coming soon)\n- [x] Hosted Large Language Models (OSS \u0026 APIs)\n  - [x] Open AI\n  - [ ] [HuggingFaceH4/zephyr-7b-beta)](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)\n- [ ] Monitoring (coming soon)\n  - [ ] Usage (coming soon)\n  - [ ] User feedback (coming soon)\n\n\n## Documentation\n\nFull documentation (coming soon)\n\nFull details on how to contribute will be available soon. For now please leave a ⭐️ and watch the repo.\n\n## Community \u0026 Support\n\n- [GitHub Discussions](https://github.com/squaredev-io/squaredev/discussions). Best for: help with building, discussion about best practices.\n- [GitHub Issues](https://github.com/squaredev-io/squaredev/issues). Best for: bugs and errors you encounter using SquareDev.\n\n## Status\n\n- [x] Alpha: We are testing SquareDev with a closed set of customers\n- [ ] Public Alpha: Anyone can sign up over at SquareDev.io. But go easy on us, there are a few kinks\n- [ ] Public Beta: Stable enough for most use-cases\n- [ ] Public: General Availability\n\nWe are currently in Alpha. Watch \"releases\" of this repo to get notified of major updates.\n\n## How it works\n\nSquareDev is a combination of open source tools that makes it easy to build with LLMs. Sitting on the shoulder of giant like [LangChain](https://www.langchain.com/), [Hugging Face](https://huggingface.co/), [Supabase](https://supabase.com/) and others. [SquareDev](https://squaredev.io/) is building the tools for developers with or without AI expertise to build with LLMs.\n\n### Architecture\n\n![Architecture](/public/architecture.png 'Architecture')\n\n### Components\n\n- Studio: The UI you will be interacting with to setup your project, manage your data, get API keys and other settings.\n- API: The API is the gateway to your project. It is the interface that allows you to interact with your project.\n- Knowledge engine: Handles all the magic that has to do with LLMs and embeddings of Retrieval, Memory, Contextual search, text extraction and other core features.\n- Monitoring: Monitors your project and provides insights on performance, latency, malicious usage and other metrics.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsquaredev-io%2Fsquaredev","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsquaredev-io%2Fsquaredev","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsquaredev-io%2Fsquaredev/lists"}