Supercharge Your LLM Applications with RAG
Explore Retrieval-Augmented Generation (RAG) for LLM applications, covering design patterns, knowledge embedding, vector databases, and practical insights for technical architects and business leaders.
Chatbots with RAG - LangChain Full Walkthrough
Comprehensive walkthrough on building a chatbot using Retrieval Augmented Generation, covering LangChain, OpenAI's GPT-3.5-turbo, embeddings, and Pinecone vector database for enhanced accuracy and context.
Wikipedia Vector Search Demo with Weaviate
Explore semantic search through Wikipedia using Weaviate, featuring demos of vector search, question answering, and applications in various domains like protein folding and natural language processing.
Vector Search- Powering the Next Generation of Applications
Explore Vector Search in MongoDB Atlas, learn core concepts, embedding techniques, and use cases. Includes a demo on vectorizing, inserting, and querying data for semantic similarity.
The Keys to Success with Generative AI and Vector Databases
Explore the impact of generative AI and vector databases on business, including market trends, startup activity, and key insights for leveraging these technologies effectively.
Practical Techniques for Correctness in Generative AI
Enhance AI model reliability with practical techniques. Build a data-grounded chatbot using Vercel's AI SDK and Pinecone. Learn initialization, dual models, context functions, and more for improved accuracy.
Emerging Architectures for Large Language Model Applications - Building a Custom LLM Application
Explore emerging architectures for LLM applications, covering embeddings, vector databases, prompt engineering, and customization techniques to build powerful AI-driven solutions.
Scanning IPv4 for Exposed Data and Vulnerable Databases
Exploring IPv4 scans to uncover exposed databases, revealing vulnerabilities in popular key-value stores and the risks of data theft and remote code execution in insecure setups.
A ZooKeeper Layer for FoundationDB - Paul Hemberger, HubSpot
Explore building a ZooKeeper layer for FoundationDB, comparing data models, consistency guarantees, and watch semantics. Learn about emulating ZK using Directory Layer, changefeeds, and approaches for ephemeral nodes and session management.
OpenAI GPT 3.5 AI Assistant With Langchain + Pinecone
Build an AI research assistant using OpenAI GPT-3.5, Langchain, and Pinecone to analyze arXiv papers, YouTube content, and articles, enhancing understanding of AI, NLP, and vector search topics.
Generative AI and Long-Term Memory for LLMs
Explore generative AI and long-term memory for LLMs, focusing on Generative Question-Answering systems and retrieval augmentation techniques to enhance AI capabilities.
NER Powered Semantic Search in Python
Learn to implement NER-powered semantic search in Python using Transformers, Sentence Transformers, and Pinecone. Explore dataset preparation, entity creation, embedding generation, and querying techniques for efficient information retrieval.
Using Semantic Search to Find GIFs
Learn to build a GIF search engine using semantic search, exploring data preparation, vector databases, and querying techniques for more accurate and context-aware results.
TensorFlow Binary and Multi-class Classification Tutorial
Learn TensorFlow for binary and multi-class classification, covering data handling, model building, optimization, and evaluation techniques for effective machine learning implementations.
CS480-680 Lecture 19 - Attention and Transformer Networks
Explore attention mechanisms, transformer networks, and their applications in machine learning, including multihead attention and normalization techniques.
Serialization - Game Programming
Learn game programming serialization techniques for efficient data storage and transmission in multiplayer games, covering topics like deserialization, scaling, and data separation.
What is Deadlock - Necessary Conditions - Handling Methods
Comprehensive exploration of deadlocks in operating systems, covering definition, conditions, resource allocation graphs, and prevention methods. Ideal for understanding this critical OS concept.
Database Fundamentals for Beginners - Database Tutorial
Comprehensive introduction to database concepts, covering normalization, relational databases, SQL, and administration fundamentals. Ideal for beginners preparing for Microsoft certification.
Generative Models
Explore generative models in deep learning, covering theoretical perspectives, hacker models, information flow, and provable algorithms for learning classifiers and phylogenetic reconstruction.
Distributed Systems and the End of the API - Emerging Technologies for the Enterprise Conference
Explore distributed systems' impact on APIs, discussing real-world implications, functional programming parallels, and data-oriented approaches for modern system design.
Fail Fast - Tumblr's Evolving Architecture
Explore Tumblr's architectural evolution, scaling challenges, and innovative solutions. Gain insights into high-traffic system design, data management, and development practices.