Demystify Retrieval-Augmented Generation (RAG) by building it yourself - step by step.
No black boxes. No cloud APIs. Just clear explanations, simple examples, and local code you fully understand.
This project follows the same philosophy as AI Agents from Scratch:
make advanced AI concepts approachable for developers through minimal, well-explained, real code.
| // Utility functions that would only be used by newFeature | |
| function formatMessage(message) { | |
| return `[NEW] ${message}`; | |
| } | |
| function validateFeature() { | |
| return true; | |
| } | |
| function logFeatureUsage(featureName) { |
Let me share what I've learned about implementing async WASIp2 components in Rust. My goal is to get the entire Tokio ecosystem working together seamlessly. This isn't a complete test of the ecosystem - some things might be simpler than we expect. Check out dicej's wasi-socket-tests repository for examples.
The first obstacle: you'll need a nightly version of Rust. Without it, you'll need major ecosystem changes to avoid the wasip2 module in the Rust standard library and use wasi crates for the necessary functionality.
Let's walk through the steps to get Reqwest working with Tokio.
| import { assign, setup } from "xstate"; | |
| type Context = { | |
| chunks: Blob[]; | |
| mediaRecorder?: MediaRecorder; | |
| submit: (contents: { file: File }) => void; | |
| }; | |
| type Events = | |
| | { |
| from typing import List, Dict, Literal, Union | |
| from transformers import AutoTokenizer | |
| class MistralAICtx: | |
| def __init__(self, model_name: str): | |
| assert "mistral" in model_name, "MistralCtx only available for Mistral models" | |
| self.tokenizer = AutoTokenizer.from_pretrained( | |
| "mistralai/Mistral-7B-Instruct-v0.2") |
Specifically from Rakuten TV (live.tv.rakuten.co.jp)
FMI: https://cdm-project.com/How-To/ & https://old.reddit.com/r/Piracy/comments/y30ffr/
| // segments are all of the segments in all of the shapes in the scene | |
| // point is light point | |
| // viewport is top left, top right, bottom right, bottom left | |
| function getVisibilityPolygon(segments: Segment[], point: Point, viewport: Point[]) { | |
| const brokenSegments: Segment[] = [] | |
| const viewportMinCorner = viewport[0] | |
| const viewportMaxCorner = viewport[2] |
| #!/bin/bash | |
| # script for installing x11vnc on Steam Deck | |
| # ATENTION: USE IT AT YOUR OWN RISK!!!! | |
| # | |
| # this will modify root filesystem so it will probably get | |
| # overwrite on system updates but is totally ok executing | |
| # it several times, so if something stops working just | |
| # launch it again | |
| # |
| class Player { | |
| /** | |
| * @param {Warrior} warrior | |
| */ | |
| playTurn(warrior) { | |
| warrior.walk() | |
| } | |
| } |
| import { DOUBLE_CLICK } from '~constants' | |
| import { TLTestApp } from './TLTestApp' | |
| jest.useFakeTimers() | |
| describe('When detecting double/triple/quadruple clicks...', () => { | |
| it('Detects a click', () => { | |
| const app = new TLTestApp() | |
| app.onClick = jest.fn() | |
| app.onDoubleClick = jest.fn() |