squaredev

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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

• Document Loaders
  • PDF
  • JSON (coming soon)
  • Website (coming soon)
• Vectors & Embeddings
  • Retrieval Augmented Generation
  • Semantic search
  • Memory (coming soon)
• Hosted Large Language Models (OSS & APIs)
  • Open AI
  • 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. Best for: help with building, discussion about best practices.
• GitHub Issues. Best for: bugs and errors you encounter using SquareDev.

Status

• 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, Hugging Face, Supabase and others. SquareDev 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.