Language models are powerful artificial intelligence algorithms that have the ability to generate human-like text based on the input they receive. They are general-purpose neural networks pre-trained on vast amounts of textual data and learn the statistical patterns and relationships... View article
Large Language Models (LLMs) are popular for personal projects, but how can we use them in production? One of the immediate use cases that stands out is using an LLM like GPT to query your documents. It’s not enough to query one document; instead, we need to query multiple documents. LlamaIndex and Milvus can help us get started in a Jupyter Notebook.... View article
Author: Niels Bantilan When to manipulate the input prompt and when to roll up your sleeves and update parameter weights. Chances are you’ve already interacted in some way with a Large Language Model (LLM): either through a hosted interface like ChatGPT, HuggingChat and Bard,... View article
How do we serve a response with confidence, if we don’t know how confident we should be about the response? Author: Soham Chatterjee Over the last few weeks, we have been trying to build an LLM product ourselves, a Chrome extension... View article