dannguyen

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:

marckohlbrugge

export default {
  async fetch(request, env, ctx) {
    const url = new URL(request.url);

    // Modify the request to point to the Google Tag Manager endpoint
    url.hostname = env.GTM_HOST;

    // Create a new headers object based on the original request headers
    const modifiedHeaders = new Headers(request.headers);

NotoriousPyro

import { GetProgramAccountsFilter, PublicKey, TransactionMessage, VersionedTransaction } from "@solana/web3.js";
import { connection } from "../src/connection";
import config from "../src/lib/Config";
import { TOKEN_2022_PROGRAM_ID, TOKEN_PROGRAM_ID, createBurnCheckedInstruction, createCloseAccountInstruction, getAssociatedTokenAddressSync, unpackAccount, unpackMint } from "@solana/spl-token";

// Not really tested more than two but you can probably fit more in.
const maxMintsPerTx = 2;
// Replace this with your own keypair
const owningAccount = config.keypair;
// This creates a tx like this: https://solscan.io/tx/5PegaAnFzaEdVWYfzHFVTzJyZr8wHKRhijgtXyGhNzaQj4HfW5U8BqaaHNhGkCbZRDePns5cnFJAb18RCx4cuLqB

NotoriousPyro

import {
    Instruction,
    SwapInstructionsResponse
} from "@jup-ag/api";
import {
    AddressLookupTableAccount,
    ComputeBudgetProgram,
    Connection,
    Keypair,
    PublicKey,

druv5319

require('dotenv').config();
const sgMail = require('@sendgrid/mail');
const sgClient = require('@sendgrid/client');
const express = require('express')
const expressFileUpload = require('express-fileupload');
const app = express();

sgMail.setApiKey(process.env.SENDGRID_API_KEY);
sgClient.setApiKey(process.env.SENDGRID_API_KEY);
app.use(express.urlencoded({

josescasanova

Fixing npm On Mac OS X for Homebrew Users

Installing node through Homebrew can cause problems with npm for globally installed packages. To fix it quickly, use the solution below. An explanation is also included at the end of this document.

Solution

This solution fixes the error caused by trying to run npm update npm -g. Once you're finished, you also won't need to use sudo to install npm modules globally.

Before you start, make a note of any globally installed npm packages. These instructions will have you remove all of those packages. After you're finished you'll need to re-install them.

levelsio

<?
	//
	// [ BUY BTC & ETH DAILY ON BITSTAMP ]
	// by @levelsio
	//
	// 2017-08-23
	//
	// 1) buy $40/day BTC
	// 2) buy $10/day ETH
	//

inlinestyle

BEARER='authorization: Bearer eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJhdWlkIjoiQlUxMTEwMTAwMDAxMTAwODc0MSIsIm1haWQiOiJNQTExMTAxMDAwMDExMDA4NzM3Iiwic3ViZCI6InRlc3Rmb3JjZSIsInVzZXJfaWQiOiJhdXRoMHxCVTExMTAxMDAwMDExMDA4NzQxIiwiZW1haWwiOiJ0ZXN0Zm9yY2VAYml6b2RvLmNvbSIsIm5hbWUiOiJGb3JjZSBBd2FrZW5zIiwiaXNzIjoiaHR0cHM6Ly9zZWFtbGVzc2RvY3NkZXYuYXV0aDAuY29tLyIsInN1YiI6ImF1dGgwfEJVMTExMDEwMDAwMTEwMDg3NDEiLCJhdWQiOiJHRk54dWhSa0sweDRwbkVocmJSbzkzUDBCNDBBdlFmMyIsImV4cCI6MTQ4OTAyMzQ0MiwiaWF0IjoxNDg4OTg3NDQyfQ.DbcKYHvjp3GPM0hIO2vsScqJ7eXB26GWmkUUPMRVgVw'

USER_AGENT='user-agent: Mozilla/5.0 (Macintosh; Intel Mac OS X 10_12_0) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/56.0.2924.87 Safari/537.36'

# curl 'http://localhost:9000/selectors/forms/replace.json' -H 'origin: https://localhost:3000' -H 'accept-encoding: gzip, deflate, br' -H 'x-requested-with: XMLHttpRequest' -H 'accept-language: en-US,en;q=0.8' -H "$BEARER" -H 'content-type: application/json' -H 'accept: */*' -H 'referer: https://localhost:3000/ng/lobby' -H 'author

yossorion

What I Wish I'd Known About Equity Before Joining A Unicorn

Disclaimer: This piece is written anonymously. The names of a few particular companies are mentioned, but as common examples only.

This is a short write-up on things that I wish I'd known and considered before joining a private company (aka startup, aka unicorn in some cases). I'm not trying to make the case that you should never join a private company, but the power imbalance between founder and employee is extreme, and that potential candidates would

6ea86b96

If you find the following useful my donation address is: aEgoFC75sP78gT55em1QYcL8DNYZ78ewJ5

1. Go here: https://console.aws.amazon.com/ec2sp/v1/spot/home?region=us-east-1

2. Click: "Request Spot Instances"

3. Request type: "Request and Maintain"

4. Choose how ever many servers/vcpus you want in the "Target Capacity" section.