This 7-node ESP32-S3 cluster runs ~0.4B-parameter LLM via SPI daisy-chain Master node runs BPE tokenizer and INT4 embeddings; 6 compute nodes handle transformer layers Slow but fun: about 9s per token ...

Retrieval-augmented generation (RAG) has become a go-to architecture for companies using generative AI (GenAI). Enterprises adopt RAG to enrich large language models (LLMs) with proprietary corporate ...

See how to query documents using natural language, LLMs, and R—including dplyr-like filtering on metadata. Plus, learn how to use an LLM to extract structured data for text filtering. One of the ...

LangChain is one of the hottest development platforms for creating applications that use generative AI—but it’s only available for Python and JavaScript. What to do if you’re an R programmer who wants ...

Toronto-based AI startup Cohere has launched Embed V3, the latest iteration of its embedding model, designed for semantic search and applications leveraging large language models (LLMs). Embedding ...

Simon is a Computer Science BSc graduate who has been writing about technology since 2014, and using Windows machines since 3.1. After working for an indie game studio and acting as the family's go-to ...