Nicolay Gerold

@nicolaygerold

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TanStack Table v8Headless UI for building powerful tables & datagridsSupercharge your tables or build a datagrid from scratch for TS/JS, React, Vue, Solid & Svelte while retaining 100% control over markup and styles.

TanStack Table | React Table, Solid Table, Svelte Table, Vue Table

Frontend-Tools

Getting Started

Keyv is a simple key-value storage system that supports multiple backends. It's designed to be a simple and consistent way to work with key-value stores.

To learn how to use Keyv, check out the keyv README. To learn how to use a specific storage adapter, check out the README for that adapter under Storage Adapters.

jaredwray • GitHub - jaredwray/keyv: Simple key-value storage with support for multiple backends

Data Storage

ETL

The part of the system I'm most proud of, and on which I spent the most effort, is the ETL process.

We had a series of shell scripts for each data source we ingested (there were many), which would pull the data and put it in an s3 bucket.

Then, early in the morning, a cron job would spin up an EC2 instance, which would pull in the latest ETL code... See more

Bill Mill • notes.billmill.org

Command Line Mastery

NeMo Guardrails enables developers to set up three kinds of boundaries:

Topical guardrails prevent apps from veering off into undesired areas. For example, they keep customer service assistants from answering questions about the weather.

Safety guardrails ensure apps respond with accurate, appropriate information. They can filter out unwanted

Testing framework for LLM Part

But now we are only logging that error message. It would be better to define a custom Exception that we can then handle in our API in order to return a specific error code to the user:

import pandas as pd

import logging

class DataLoadError(Exception):

"""Exception raised when the data cannot be loaded."""

def __init__(self, message="Data could not be... See more

How to Write Clean Code in Python

Software Engineering

And then, in the primary function of your API:

try:
    df = load_data('path/to/data.csv')
    # Further processing and model prediction
except DataLoadError as e:
    # Return a response to the user with the error message
    # For example: return Response({"error": str(e)}, status=400)

Right now, GPTs are the easiest way of sharing structured prompts, which are programs, written in plain English (or another language), that can get the AI to do useful things. I discussed creating structured prompts last week, and all the same techniques apply, but the GPT system makes structured prompts more powerful and much easier to create,

Ethan Mollick • Almost an Agent: What GPTs can do

LLMs

🐂 What is Oxen?

Oxen is a lightning fast data version control system for structured and unstructured machine learning datasets. We aim to make versioning datasets as easy as versioning code.

The interface mirrors git, but shines in many areas that git or git-lfs fall short. Oxen is built from the ground up for data, and is optimized to handle large... See more

Oxen-AI • GitHub - Oxen-AI/oxen-release: Official repository for docs and releases of the Oxen CLI

LLM-Stack

Data Structuring & Storage

Free AI - Text prompt to SVG

Discover the power of AI with our Free Text-to-SVG Generator! Effortlessly convert your text prompts into stunning SVG images using our advanced AI technology.

AI text prompt to SVG