Using Claude Citations to annotate the sources for document Q&A
The following is an implementation of document Q&A with citations using Anthropic's press release for Claude Citations, a feature meant to reduce LLM hallucinations and provide clarity for which part of the source text the model is using to produce answers to questions. The content below the next...
Deepseek is getting a lot of attention with the releases of V3 and recently R1. Yesterday, they also released "Pro 7B" version of Janus, a "Unified Multimodal" model that can generate images from text and text from images. Most models I've experimented with can only do one of the two.
The llm package uses a plugin architecture to support numerous different language model API providers and frameworks. Per the documentation, these plugins are installed using a version of pip, the popular Python package manager Use the llm install command (a thin wrapper around pip install) to...
Today, Anthropic released Citations for Claude.
Zooming in and out of a document to view levels of detail, like a map for content
``
Today, I needed to turn SVGs into PNGs. I decided to use Deno to do it. Some cursory searching showed Puppeteer should be up to the task. I also found deno-puppeteer which seemed like it would provide a reasonable way to make this work.
Visualizing and navigating branched conversations with LLMs and embeddings
I wrote about Conversation Branching on my main blog and I've been prototyping an LLM chat app called Delta that has first-class conversation branching. LLM conversations typically follow a linear path, making it unintuitive to explore alternative directions or recover from miscommunications. This...
About 6 months ago, I experimented with running a few different multi-modal (vision) language models on my Macbook. At the time, the results weren't so great.
Writing React/Tailwind with LLMs is effortless
If you've experimented with Claude Artifacts or v0.dev, maybe you've been delighted (as I have) that the language model can conjure a UI for an idea you describe. Most of my experience building software, especially professionally, comes from working on the "backend". Building frontend (read: user...
Deepseek V3 was recently released: a cheap, reliable, supposedly GPT-4 class model.