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.
Detecting Pitfalls in ERC4337 Implementation
Dive into common security vulnerabilities and implementation challenges of ERC4337, exploring critical pitfalls and best practices for account abstraction development.
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.
Breadth First Search (BFS) and Level Order Tree Traversal in Binary Trees - C++ Implementation
Comprehensive tutorial on Breadth First Search in binary trees, covering theory, pseudocode, and C++ implementation. Includes step-by-step explanations and practical coding examples.
Extend Falco with Plugins - Trigger Alerts with Any Stream of Events
Learn to extend Falco's capabilities with plugins, enabling custom event streams and alerts. Explore architecture, plugin types, SDK usage, and real-world applications for enhanced cloud-native security monitoring.
Observing Fastly's Network at Scale with Kubernetes and Strimzi
Explore Fastly's Autopilot system for optimizing edge network traffic, focusing on telemetry pipeline, k8s-based platform, and key operators like Strimzi Kafka. Learn about challenges in network-related use cases.
Distributed Random Access Merkledags - Exploring Registry Capabilities
Explore innovative uses of OCI registries, drawing parallels with computer architecture concepts to redefine distributed systems and introduce Distributed Random Access Merkledags.
GitOps to Automate the Setup, Management and Extension of a Kubernetes Cluster
Learn to automate Kubernetes cluster setup and management using GitOps, Terraform, FluxCD, sealed-secrets, and Crossplane. Explore Infrastructure as Code and multi-cloud provisioning techniques.
What's New in Operator Framework? - Recent Features and Updates
Explore recent Operator Framework features: Java operator scaffolding with Quarkus, custom Helm operator logic, and operator testing best practices.
Intro to Kubernetes, GitOps, and Observability - Hands-On Tutorial
Hands-on tutorial exploring Kubernetes, GitOps, and Observability. Learn key concepts, practice commands, and experience benefits like improved reliability, velocity, and security in cloud-native environments.
Prometheus Instrumentation: The Practical Way
Learn practical Prometheus instrumentation techniques for complex applications, covering metric types, real-world examples, and unit testing strategies to effectively monitor and analyze application behavior.
GitOps Simplified - Principles and Tools for Kubernetes Deployments
Learn GitOps principles and explore Argo and FluxCD, two popular Kubernetes-native tools for continuous deployment. Discover how to manage applications using Git as the single source of truth.
Flagger, Linkerd, and Gateway API - Enabling Automated Progressive Delivery
Explore Flagger, Linkerd, and Gateway API for automated progressive delivery in Kubernetes. Learn how these tools simplify traffic management and enable seamless collaboration between projects.
Lessons From Scheduling 20 Million Windows Containers a Month
Insights on scaling Windows containers in Kubernetes, covering migration strategies, monitoring, and design patterns for enterprise .NET applications.
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.