This is an excellent LangGraph cheat sheet! It provides a comprehensive and practical overview of LangGraph's key features and usage. Here's a slightly refined version with added clarity and formatting for better readability:
from typing import TypedDict, Dict, Any, Callable
from langchain_core.runnables import Runnable
Input from stdin
Multiline input
Input from file
Using the redirection operator < :
| function llm(){ | |
| question="'$*'" | |
| curl http://localhost:11434/api/generate --silent --data '{ | |
| "model": "llama3", | |
| "prompt": "Answer in as few words as possible. Use a brief style with short replies. q '"$question"' ?", | |
| "stream": false | |
| }' | python -c "import sys, json; print(json.load(sys.stdin)['response'])" |
| /** | |
| * Encrypts plaintext using AES-GCM with supplied password, for decryption with aesGcmDecrypt(). | |
| * (c) Chris Veness MIT Licence | |
| * | |
| * @param {String} plaintext - Plaintext to be encrypted. | |
| * @param {String} password - Password to use to encrypt plaintext. | |
| * @returns {String} Encrypted ciphertext. | |
| * | |
| * @example | |
| * const ciphertext = await aesGcmEncrypt('my secret text', 'pw'); |
| /* | |
| * Demonstrate JavaScript floating point math bugs by showing | |
| * which two-decimal-place numbers between 0.00 and 1.00 inclusive | |
| * have fractional parts after being multiplied by one hundred. | |
| */ | |
| var i = 0.00; | |
| for (n = 0; n <= 100; ++n) { | |
| j = i * 100; | |
| if (Math.round(j) != j) { |
| /* *-*-*-*-*-*-*-*-*-*-* Challenge 1 ------------------ | |
| Create a variable with the type number and assign it an arbitrary value | |
| */ | |
| // ---------------------------------------------------- | |
| // *-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*-*- | |
| // ---------------------------------------------------- | |
| /* *-*-*-*-*-*-*-*-*-*-* Challenge 2 ------------------ | |
| Create a variable with the type string and use the addition operator to put two arbitrary words together | |
| */ |
| <section data-background-transition='zoom' data-transition='concave' data-background='http://ryanjarvinen.com/presentations/shared/img/broadcast_reveal_dark.png' data-state='blackout'> | |
| <h2>Gist-Powered</h2> | |
| <h1>Reveal.js</h1> | |
| <h2>Slideshow Presentations</h2> | |
| <br/> | |
| <h1 class='fragment grow'><a style='color:deepskyblue;' href='http://gist-reveal.it'>gist-reveal.it</a></h1> | |
| </section> | |
| <section data-markdown> | |
| <textarea data-template> | |
| ## Welcome! |
that I bookmarked but never had enough time to read