https://github.com/squaredev-io/squaredev
The platform for developers building applications powered by LLMs
https://github.com/squaredev-io/squaredev
ai artificial-intelligence embedings generative-ai llm monitoring rag retreival vector-database vectors
Last synced: 5 months ago
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The platform for developers building applications powered by LLMs
- Host: GitHub
- URL: https://github.com/squaredev-io/squaredev
- Owner: squaredev-io
- Created: 2023-10-24T11:04:35.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2023-12-18T10:18:04.000Z (over 2 years ago)
- Last Synced: 2024-01-30T02:39:11.590Z (over 2 years ago)
- Topics: ai, artificial-intelligence, embedings, generative-ai, llm, monitoring, rag, retreival, vector-database, vectors
- Language: TypeScript
- Homepage: https://squaredev.io
- Size: 605 KB
- Stars: 24
- Watchers: 5
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
---
# SquareDev
SquareDev is the platform for developing applications powered by language models.
Use cases include:
- 📈 Chat with your data
- 💬 Generate personalized text (emails, newsletter, notifications)
- 🤖 Chatbots
- 📊 Analyzing structured data
- 🔎 Semantic search
- 📚 Text & knowledge extraction
- 🧹 Structure unstructured data
## Features
- [x] Document Loaders
- [x] PDF
- [ ] JSON (coming soon)
- [ ] Website (coming soon)
- [x] Vectors & Embeddings
- [x] [Retrieval Augmented Generation](https://www.perplexity.ai/search/Retrieval-Augmented-Generation-wdAKdu4sSE.s1td7mtXqEQ?s=c)
- [x] [Semantic search](https://www.perplexity.ai/search/semantic-search-eXS9K0oARMizIBbAkSvSAw?s=c)
- [ ] Memory (coming soon)
- [x] Hosted Large Language Models (OSS & APIs)
- [x] Open AI
- [ ] [HuggingFaceH4/zephyr-7b-beta)](https://huggingface.co/HuggingFaceH4/zephyr-7b-beta)
- [ ] Monitoring (coming soon)
- [ ] Usage (coming soon)
- [ ] User feedback (coming soon)
## Documentation
Full documentation (coming soon)
Full details on how to contribute will be available soon. For now please leave a ⭐️ and watch the repo.
## Community & Support
- [GitHub Discussions](https://github.com/squaredev-io/squaredev/discussions). Best for: help with building, discussion about best practices.
- [GitHub Issues](https://github.com/squaredev-io/squaredev/issues). Best for: bugs and errors you encounter using SquareDev.
## Status
- [x] Alpha: We are testing SquareDev with a closed set of customers
- [ ] Public Alpha: Anyone can sign up over at SquareDev.io. But go easy on us, there are a few kinks
- [ ] Public Beta: Stable enough for most use-cases
- [ ] Public: General Availability
We are currently in Alpha. Watch "releases" of this repo to get notified of major updates.
## How it works
SquareDev 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.
### Architecture
### Components
- Studio: The UI you will be interacting with to setup your project, manage your data, get API keys and other settings.
- API: The API is the gateway to your project. It is the interface that allows you to interact with your project.
- 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.
- Monitoring: Monitors your project and provides insights on performance, latency, malicious usage and other metrics.