Developing a Low-Cost Raspberry Pi Device for ADS-B Spoofing Detection
Discover how to build Fly Catcher, a Raspberry Pi-based device using neural networks to detect spoofed aircraft signals through ADS-B monitoring and analysis in real-time.
From Documents to Vectors: Understanding ChatGPT's Technical Architecture with OpenAI Plugins
Dive into the technical architecture of ChatGPT plugins, exploring vector databases, API endpoints, and real-time data retrieval methods for enhanced AI capabilities.
Multi-Modal Transformer Agents Controlled by StarCoder - Building AI Systems Without LangChain
Explore how StarCoder orchestrates multi-modal transformer agents on HuggingFace Hub, enabling seamless connections between audio, visual, and text transformers for advanced AI applications.
LangChain - Integrating External Documents and SQL with GPT-4
Dive into LangChain's capabilities for integrating external documents and SQL with GPT-4, learning to chain multiple data sources and leverage advanced language models effectively.
Fine-Tuning Code Language Models - A Practical Guide
Master the process of fine-tuning Code LLMs using instruction datasets, from environment setup to implementation, with hands-on demonstrations using StarCoder and practical GPU requirements guidance.
JARVIS - OpenAI + Python Powered AI Desktop Assistant That Talks Like a Human
Build a Python-powered AI desktop assistant using OpenAI, enabling human-like conversations and task execution. Learn to create, enhance, and integrate advanced AI functionalities step-by-step.
Using MPT-7B in Hugging Face and LangChain
Explore MPT-7B LLM implementation in Hugging Face and LangChain, covering setup, initialization, tokenization, and text generation. Learn to leverage open-source models for AI applications.
Llama Index - Step by Step Introduction
Step-by-step guide to using Llama Index for document storage, indexing, and querying with customizable LLM settings and prompt helpers. Learn to create, manage, and interact with vector store indexes efficiently.
QA Over Documents with Auto Vector Index Selection with Langchain Router Chains
Learn to automatically select vector indexes and prompts for document QA using Langchain router chains, with code demos for Streamlit and terminal applications.
Linux for Complete Beginners
Comprehensive hands-on introduction to Linux: install Ubuntu, manage software, customize settings, use command line, create users, and set up development environments for web, Python, and C++.
Coding a Neural Network - Full Stack Deep Learning - Spring 2021
Code a neural network from scratch using Google Colab, NumPy, PyTorch, and Keras. Learn linear regression and multi-layer perception models through hands-on implementation and visualization.
Scaling Conceptual Semantic Search to Terabytes
Scaling semantic search for enterprise performance: methods to achieve 500M comparisons per second on commodity hardware, with focus on alerting platforms for data ingestion and analysis.
Phi-2: Small Language Model Performance Tutorial - Google Colab with Python
Explore Microsoft's Phi-2, a compact yet powerful language model outperforming larger counterparts. Learn its training methods and test capabilities in coding, math, reasoning, and data extraction using Google Colab.
MagicAnimate: Temporally Consistent Human Image Animation Using Diffusion Model - Full Tutorial
Learn to create temporally consistent human image animations using Magic Animate, DensePose, and CodeFormer. Master installation, video processing, and face restoration techniques for high-quality AI-driven animations.
Jupyter Notebook: Introduction to Symmetric Key Cryptography
Learn symmetric key encryption using Jupyter Notebook. Explore implementation, key generation, and practical applications for secure data protection.
Develop a Web3 Webapp in Blockchain with JavaScript and Python
Explore Web3 app development using Blockchain, JavaScript, and Python for Pi Network. Learn about Pi Browser, API platform, and practical development steps.
How to Build an AI Agent That Can Use Tools - Python and Claude 3.5 Sonnet
Build a Python AI agent using Claude 3.5 Sonnet to make bookings from CSV data. Learn tool integration, schemas, and helper functions for practical AI applications.
Building Machine Learning-Powered Applications with JavaScript
Explore techniques for building ML-powered applications using JavaScript, from fully abstracted to customized solutions. Learn tools, services, and packages for implementing ML in JS environments.
Unified Red Team Automation with Red Commander - Infrastructure Management and Deployment
Discover how to streamline Red Team infrastructure deployment and management with Red Commander - a unified web platform for orchestrating engagement assets across multiple cloud providers and services.
LLMs for Automated Data Science - Introducing CAAFE for Context-Aware Automated Feature Engineering
Discover how CAAFE leverages large language models to enhance automated feature engineering in data science, improving model performance through context-aware feature generation and semantic understanding.
Open Source Vizier: Distributed Infrastructure for Blackbox Optimization and Hyperparameter Tuning
Explore Google's Vizier system for blackbox optimization and hyperparameter tuning, covering its distributed infrastructure, Python implementation, and integration with AutoML ecosystem.