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@dannguyen
dannguyen / README.openai-structured-output-demo.md
Last active November 21, 2024 01:53
A basic test of OpenAI's Structured Output feature against financial disclosure reports and a newspaper's police blotter. Code examples use the Python SDK and pydantic for the schema definition.

Extracting financial disclosure reports and police blotter narratives using OpenAI's Structured Output

tl;dr this demo shows how to call OpenAI's gpt-4o-mini model, provide it with URL of a screenshot of a document, and extract data that follows a schema you define. The results are pretty solid even with little effort in defining the data — and no effort doing data prep. OpenAI's API could be a cost-efficient tool for large scale data gathering projects involving public documents.

OpenAI announced Structured Outputs for its API, a feature that allows users to specify the fields and schema of extracted data, and guarantees that the JSON output will follow that specification.

For example, given a Congressional financial disclosure report, with assets defined in a table like this:

@clee
clee / voron_sensorless.md
Last active December 4, 2024 19:16
how to sensorless XY on Vorons

Setting Up and Calibrating Sensorless XY Homing

When using the TMC2130 / TMC2209 / TMC2660 / TMC5160 drivers, the StallGuard feature makes it possible to set up sensorless homing on the X and Y axes for CoreXY machines. The Klipper project has a page with documentation and recommendations on getting it working.

Following are some more detailed instructions and suggestions to supplement the Klipper documentation specifically for Vorons.

Hardware Setup

@bishboria
bishboria / springer-free-maths-books.md
Last active November 27, 2024 12:11
Springer made a bunch of books available for free, these were the direct links
@vslinko
vslinko / 01_readme.md
Last active August 29, 2015 14:25
Experimental Relay Implementation

Experimental Relay Implementation

Features:

  • Relay.fetch(graphqlQuery) returns subscribtion that could change over time by mutation queries.
  • Relay.update(m: UpdateMutation) optimistically updates resource in all previous queries that contains updated resource.
  • Relay.update(m: DeleteMutation) optimistically deletes resource from all previous queries that contains deleted resource.
  • Relay.update(m: CreateMutation) pessimistically creates resource and executes again all previous queries.
  • All objects with id key in graphql response explained as resources. Arrays, objects without id and scalars explained as static properties.
@sebmarkbage
sebmarkbage / Enhance.js
Last active November 7, 2024 13:05
Higher-order Components
import { Component } from "React";
export var Enhance = ComposedComponent => class extends Component {
constructor() {
this.state = { data: null };
}
componentDidMount() {
this.setState({ data: 'Hello' });
}
render() {
@XVilka
XVilka / TrueColour.md
Last active November 18, 2024 16:13
True Colour (16 million colours) support in various terminal applications and terminals

THIS GIST WAS MOVED TO TERMSTANDARD/COLORS REPOSITORY.

PLEASE ASK YOUR QUESTIONS OR ADD ANY SUGGESTIONS AS A REPOSITORY ISSUES OR PULL REQUESTS INSTEAD!

@branneman
branneman / better-nodejs-require-paths.md
Last active October 18, 2024 20:29
Better local require() paths for Node.js

Better local require() paths for Node.js

Problem

When the directory structure of your Node.js application (not library!) has some depth, you end up with a lot of annoying relative paths in your require calls like:

const Article = require('../../../../app/models/article');

Those suck for maintenance and they're ugly.

Possible solutions

@dypsilon
dypsilon / frontendDevlopmentBookmarks.md
Last active November 20, 2024 12:53
A badass list of frontend development resources I collected over time.
@hryk
hryk / Gemfile
Last active December 13, 2015 22:08
Examples for using blueprints on JRuby.
source "https://rubygems.org/"
gem "neo4j"
gem "pry"
gem "minitest"
gem "jbundler"