The Missing Chapter in the CI Playbook: Database Schema Change Management
Discover effective strategies for managing database schema changes in CI pipelines, focusing on safety, automation, and modern patterns for evolving data models while maintaining stability.
Disentanglement with Futures, State, and Interaction
Explore disentanglement in parallel programs with futures, examining its extension beyond fork/join parallelism and implications for functional, stateful, and non-deterministic code.
Metadata Filtering for Vector Search - Latest Filter Tech
Explore advanced metadata filtering techniques for vector search, including pre-filtering, post-filtering, and single-stage filtering. Learn to implement efficient filters on massive datasets using Pinecone's solution.
GPT-4 Tutorial - How to Chat With Multiple PDF Files of Tesla's 10-K Annual Reports
Learn to build a GPT-4 powered chatbot for analyzing multiple PDF files, using LangChain and Pinecone. Includes code walkthrough and demo with Tesla's annual reports.
GPT-4 & LangChain Tutorial - How to Chat With A 56-Page PDF Document
Learn to build a chatbot that interacts with a 56-page legal PDF using GPT-4, LangChain, and Pinecone. Explore the architecture, code implementation, and frontend interface creation for this powerful document analysis tool.
Neural Nets for NLP 2020 - Structured Prediction with Local Independence Assumptions
Explore structured prediction in NLP, covering local independence assumptions and Conditional Random Fields for improved sequence labeling and output consistency.
Vector Similarity Search
Explore vector similarity search, its applications in deep learning, and how it revolutionizes search across text, multimedia, and recommendations. Learn from industry experts about implementation and future possibilities.
Docker Build - Running Databases in Containers
Learn to containerize and run databases efficiently using Docker, with insights on CockroachDB, HAProxy, and best practices for distributed applications.
Data Management - FSDL 2022
Comprehensive overview of data management in ML, covering storage, processing, exploration, and versioning. Includes best practices and insights on self-supervised learning and data labeling.
CQRS and Event Sourcing Explained
Comprehensive introduction to CQRS and Event Sourcing concepts, exploring their benefits and helping developers decide if these architectural patterns are suitable for their projects.
Rust Time Module and Chrono Crate Intro
Explore Rust's time module and Chrono crate for handling dates and times in programming. Learn essential skills for working with APIs, file systems, and databases.
Vulcanize DB - Storing Ethereum State in Postgres with IPFS/IPLD
Explore innovative blockchain data storage using IPFS/IPLD and Postgres, enabling efficient querying and proof construction for Ethereum and other networks.
Deploy a Model for LEGO Sets With Docker
Predict LEGO set piece counts using machine learning, then deploy the model with Docker for easy sharing and reproducibility.
Lock-Free Programming
Explore lock-free programming techniques for multi-core processors, including atomic operations, lock-free data structures, and potential pitfalls like ABA problem and memory reordering.
Llama Index 101 with Vector DBs and GPT 3.5
Explore Llama-index with Pinecone vector database for semantic search and LLM retrieval augmentation. Learn about Documents, Nodes, vectorstore objects, and making queries in this practical tutorial.
Docker, Kubernetes, and PHP: Laravel Edition - Best Practices for Development
Explore best practices for developing Laravel PHP applications with Docker, Docker Compose, and Kubernetes. Learn container image specifics, environment setup, interactive development, and deployment strategies.
Deploying and Exploring QuestDB on Kubernetes - Tutorial
Explore QuestDB deployment on Kubernetes, learn its features, and witness its impressive querying capabilities on large datasets. Hands-on demonstration with expert insights.
Large Language Models Bootcamp Information Session
Comprehensive introduction to building LLM-powered applications, covering foundations, advanced techniques, and hands-on projects. Ideal for AI enthusiasts and professionals seeking practical skills in generative AI.
Chat with Multiple PDFs Using Llama 2 and LangChain - Use Private LLM and Free Embeddings for QA
Learn to build a chatbot using Llama 2 and LangChain to answer questions from multiple PDFs. Explore private LLM integration, vector stores, and efficient document retrieval techniques.
Vector Search - A Gentle Introduction - Zain Hasan
Explore vector search technology, its applications in semantic search and recommendation systems, and learn about implementing real-time vector search with CRUD support for production-scale ML models.
Build Your Own ChatGPT with Redis and LangChain - Custom Knowledge ChatGPT Clone - LangChain Tutorial
Construye tu propio ChatGPT utilizando Redis y LangChain. Aprende a crear aplicaciones de IA con procesamiento de lenguaje natural avanzado y búsqueda de similitud vectorial.