In this post, we will try to build a text summarizer using an LLM in a Python environment. If we can set up the LLM in an interactive environment, we can extend the functionalities to build an interface for this task using Gradio.

Prompt chaining can enhance the effectiveness of AI assistance in various domains. By breaking down complex tasks into smaller prompts and chaining them together, developers can create more personalized and accurate responses tailored to individual users’ needs. This approach not only improves the overall user experience but also allows for greater customization and adaptability in response to changing user requirements or application scenarios[3].

Dotprompt is an executable prompt template file format for Generative AI. It is designed to be agnostic to programming language and model provider to allow for maximum flexibility in usage. Dotprompt extends the popular Handlebars templating language with GenAI-specific features.

Traditional approaches waste precious development cycles on parsing and validating LLM outputs. .txt's products make data flow seamlessly through your system by providing complete control over LLMs' outputs.

Our products ensure LLMs consistently generate outputs matching any JSON Schema, regular expression, or grammar—without significant overhead.

qqqa is a two-in-one, stateless CLI tool that brings LLM assistance to the command line without ceremony.

The two binaries are:

• qq - ask a single question, e.g. "qq how can I recursively list all files in this directory" (qq stands for "quick question")
• qa - a single step agent that can optionally use tools to finish a task: read a file, write a file, or execute a command with confirmation (qa stands for "quick agent")

Argh provides a wrapper for argparse. Argparse is a very powerful tool; Argh just makes it easy to use.

The box-decoration-break CSS property specifies how an element's fragments should be rendered when broken across multiple lines, columns, or pages.

Not the biggest problem in the world, but it's annoying when you're trying to use borders around words or phrases in paragraphs of text and the result looks like crap because of line breaks. Glad to know there's a simple solution.

I randomly learned this trick today from a newsletter by Victor Ponamariov so thanks for that!

This website contains all the lectures, project materials and tools necessary for building a general-purpose computer system and a modern software hierarchy from the ground up.

The materials are aimed at students, instructors, and self-learners. Everything is free and open-source, as long as you operate in a non-profit setting.

Build and ship infrastructure faster using languages you know and love. Use Pulumi’s open source SDK to provision infrastructure on any cloud.

We make very careful considerations about the interface and operation of the GNU coreutils, but unfortunately due to backwards compatibility reasons, some behaviours or defaults of these utilities can be confusing.