A comprehensive guide to building RAG-based LLM applications for production.
- llms
- machine-learning
- ray
- anyscale
Repository Index
78,351 visible repositories in the index
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:boom: Interactive and colorful :art: graph theory tutorials made using d3.js :zap:
- graph-theory
- mathematics
- javascript
- d3js
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
- machine-learning
- flappy-bird
- genetic-algorithm
- machine-learning-algorithm
An Invitation to 3D Vision: A Tutorial for Everyone
- 3d-vision
- visual-geometry
- geometric-vision
- opencv
文章《Functional Programming For The Rest of Us》的中文翻译
Text Classification Algorithms: A Survey
- text-classification
- nlp-machine-learning
- document-classification
- text-processing
Collection of notebook guides created by the Brev.dev team!
Collection of monorepo tips & tricks
Deep Learning and Machine Learning stocks represent promising opportunities for both long-term and short-term investors and traders.
- deep-learning
- machine-learning
- stock-price-prediction
- features-extraction
Windows 10/11 Guide. Including Windows Security tools, Encryption, Nextcloud, Graphics, Gaming, Virtualization, Windows Subsystem for Linux (WSL 2), Software Apps, and Resources.
- windows-11
- windows11
- privacy-protection
- windows-terminal
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
An introduction to the Rust programming language for Node developers.
A simple blockchain in Javascript. For educational purposes only.
Learn LLM internals step by step - from tokenization to attention to inference optimization.
- attention-is-all-you-need
- attention-mechanism
- large-language-models
- learn-llm
Learn how to build your own Google Jobs scraper that simultaneously scrapes Google Jobs for multiple search queries and geo-locations with Python and Oxylabs’ Google Jobs Scraper API. https://oxylabs.io/blog/how-to-scrape-google-jobs
- google-scraping
- python
- scraper
- scraper-api
Cookbook for Node on FHIR and the clinical Meteor.js build pipeline. Create FDA, HIPPA, and HL7 compliant Javascript/Node applications!
:orange_book: a brief introduction to using Promises in JavaScript
A 100-day challenge exploring IoT and embedded systems using ESP32, ESP8266, and Raspberry Pi Pico with MicroPython. Each day covers a new sensor or module with complete code, circuit diagram, and explanation.
A functional frontend framework.
📗 How to write cross-platform Node.js code
Linux Binary Exploitation
- linux
- binaries
- exploitation
- stackoverflow
Instructional notebooks on music information retrieval.
- ipython-notebook
- music-information-retrieval
- python
- machine-learning
IT 140 Module One: Setup Tasks repository. This repo provides step-by-step instructions and commands to install the course IDE needed to complete all subsequent course activities.
Avoid The One-off Problem, Infinite Loops, Statefulness and Hidden intent.
- tail-recursion
- loops
- higher-order-function
- fp