LLMWare: Revolutionizing App Creation with AI Agents and Advanced RAG

Alacran Labs AI
3 min read3 days ago
A computer screen showing complex code

Ever wondered what it would be like to create AI-powered applications with ease? Well, buckle up, because LLMWare is here to make that dream a reality! This powerful toolkit is taking the world of large language model applications by storm, and it’s about to get even better.

What’s New with LLMWare?

LLMWare has always been a go-to for building LLM-based apps, especially those using Retrieval Augmented Generation (RAG). But hold onto your hats, folks, because they’ve just leveled up their game with some exciting new features:

Enter the SLIMs

Say hello to Structured Language Instruction Models (SLIMs). These nifty little 1 billion parameter models are the new kids on the block, and they’re here to shake things up. SLIMs are specially fine-tuned to give you structured outputs that you can easily work with in your code.

What Can SLIMs Do?

  • Unlock AI agents
  • Enable function calls
  • Power up multi-step RAG workflows

Imagine being able to analyze sentiment, extract key information, or classify text — all with a few lines of code. That’s the power of SLIMs!

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