hamilton
Tailwind CSS
hamilton | Tailwind CSS | |
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21 | 1,297 | |
1,504 | 79,776 | |
12.2% | 1.8% | |
9.8 | 9.4 | |
4 days ago | 1 day ago | |
Jupyter Notebook | TypeScript | |
BSD 3-clause Clear License | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
hamilton
- Show HN: Hamilton's UI – observability, lineage, and catalog for data pipelines
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Building an Email Assistant Application with Burr
Note that this uses simple OpenAI calls — you can replace this with Langchain, LlamaIndex, Hamilton (or something else) if you prefer more abstraction, and delegate to whatever LLM you like to use. And, you should probably use something a little more concrete (E.G. instructor) to guarantee output shape.
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Using IPython Jupyter Magic commands to improve the notebook experience
In this post, we’ll show how your team can turn any utility function(s) into reusable IPython Jupyter magics for a better notebook experience. As an example, we’ll use Hamilton, my open source library, to motivate the creation of a magic that facilitates better development ergonomics for using it. You needn’t know what Hamilton is to understand this post.
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FastUI: Build Better UIs Faster
We built an app with it -- https://blog.dagworks.io/p/building-a-lightweight-experiment. You can see the code here https://github.com/DAGWorks-Inc/hamilton/blob/main/hamilton/....
Usually we've been prototyping with streamlit, but found that at times to be clunky. FastUI still has rough edges, but we made it work for our lightweight app.
- Show HN: On Garbage Collection and Memory Optimization in Hamilton
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Facebook Prophet: library for generating forecasts from any time series data
This library is old news? Is there anything new that they've added that's noteworthy to take it for another spin?
[disclaimer I'm a maintainer of Hamilton] Otherwise FYI Prophet gels well with https://github.com/DAGWorks-Inc/hamilton for setting up your features and dataset for fitting & prediction[/disclaimer].
- Show HN: Declarative Spark Transformations with Hamilton
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Langchain Is Pointless
I had been hearing these pains from Langchain users for quite a while. Suffice to say I think:
1. too many layers of OO abstractions are a liability in production contexts. I'm biased, but a more functional approach is a better way to model what's going on. It's easier to test, wrap a function with concerns, and therefore reason about.
2. as fast as the field is moving, the layers of abstractions actually hurt your ability to customize without really diving into the details of the framework, or requiring you to step outside it -- in which case, why use it?
Otherwise I definitely love the small amount of code you need to write to get an LLM application up with Langchain. However you read code more often than you write it, in which case this brevity is a trade-off. Would you prefer to reduce your time debugging a production outage? or building the application? There's no right answer, other than "it depends".
To that end - we've come up with a post showing how one might use Hamilton (https://github.com/dagWorks-Inc/hamilton) to easily create a workflow to ingest data into a vector database that I think has a great production story. https://open.substack.com/pub/dagworks/p/building-a-maintain...
Note: Hamilton can cover your MLOps as well as LLMOps needs; you'll invariably be connecting LLM applications with traditional data/ML pipelines because LLMs don't solve everything -- but that's a post for another day.
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Free access to beta product I'm building that I'd love feedback on
This is me. I drive an open source library Hamilton that people doing time-series/ML work love to use. I'm building a paid product around it at DAGWorks, and I'm after feedback on our current version. Can I entice anyone to:
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IPyflow: Reactive Python Notebooks in Jupyter(Lab)
From a nuts and bolts perspective, I've been thinking of building some reactivity on top of https://github.com/dagworks-inc/hamilton (author here) that could get at this. (If you have a use case that could be documented, I'd appreciate it.)
Tailwind CSS
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Building a serverless connected BBQ as SaaS - Part 2 - User Creation
Let us now start creating our dashboard, that we will continue building on in this series. The dashboard is a react app created with create-react-app. For styling we will use Tailwind CSS.
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Create A YouTube Homepage Clone in Tailwind CSS and ReactJS
Creating a clone of the YouTube homepage can be both enjoyable and helpful for enhancing your front-end development skills. This project offers a chance to work on a familiar design while getting practical experience with commonly used tools like Tailwind CSS and React.js. It also helps you understand how modern web applications are structured and styled.
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Tailwind CSS vs. Shadcn: Which Should You Choose for Your Next Project?
Tailwind is a CSS framework that prioritizes utility.
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How I shipped an event registration site in just 1 week with Nuxt, Directus, OpenAI, and TailwindCSS
styling - Nuxt UI and Tailwind CSS
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4 Free Tailwind CSS Badge Components [Open-Source]
I prepared a list of open-source badge components coded with Tailwind CSS and Material Tailwind.
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Playing around with Hotwire ⚡️
I won't take credit for the re-design though. If you're using the Tailwind CSS Library you should checkout Tailwind UI. It's helped me scaffold a few components and pages quite easily, without having a designer onboard.
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React with Tailwind CSS Skeleton Loader Example
Tailwind CSS (tailwindcss.com)
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Styling your Dart Jaspr website with Tailwind CSS and DaisyUI
The key difference with Flutter lies in the usage of CSS. Mobile developers are not very used to this type of styling. Tailwind CSS has emerged as a leader in the CSS libraries space, offering a pragmatic approach to styling websites without sacrificing flexibility or design freedom.
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Introducing Rocketicons: The Perfect Companion for React and Tailwind CSS Developers
And thus, Rocketicons was born. The first tool we’ve published to address these challenges. Rocketicons is an icon library designed specifically for Tailwind CSS and fully compatible with React Native. And it's just the beginning. Our mission is to empower developers like you to effortlessly share codebases across platforms, boosting productivity while ensuring consistency. We're also working on solutions for the other problems we've identified, so stay tuned for more tools to come!
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“cn” utility function in shadcn-ui/ui:
To be honest, I have never used the tailwind-merge package before. So I visited the official docs and learnt that it is a utility function to efficiently merge Tailwind CSS classes in JS without style conflicts.
What are some alternatives?
dagster - An orchestration platform for the development, production, and observation of data assets.
flowbite - Open-source UI component library and front-end development framework based on Tailwind CSS
haystack - :mag: LLM orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data. With advanced retrieval methods, it's best suited for building RAG, question answering, semantic search or conversational agent chatbots.
antd - An enterprise-class UI design language and React UI library
tree-of-thought-llm - [NeurIPS 2023] Tree of Thoughts: Deliberate Problem Solving with Large Language Models
unocss - The instant on-demand atomic CSS engine.
snowpark-python - Snowflake Snowpark Python API
windicss - Next generation utility-first CSS framework.
aipl - Array-Inspired Pipeline Language
emotion - 👩🎤 CSS-in-JS library designed for high performance style composition
phidata - Build AI Assistants with memory, knowledge and tools.
Material UI - Ready-to-use foundational React components, free forever. It includes Material UI, which implements Google's Material Design.