PinnedDuy HuynhBuild your own RAG and run it locally: Langchain + Ollama + StreamlitWith the rise of Large Language Models and its impressive capabilities, many fancy applications are being built on top of giant LLM…Dec 5, 202311Dec 5, 202311
PinnedDuy HuynhBuild your own voice assistant and run it locally: Whisper + Ollama + BarkAfter my latest post about how to build your own RAG and run it locally. Today, we’re taking it a step further by not only implementing the…Mar 317Mar 317
Duy HuynhThe Easiest Way to Add Code Interpreter into Your LLM AppsLet me introduce you to LLM Sandbox, the simplest and most effective way to safely execute code generated by large language models (LLMs)…Jul 12Jul 12
Duy HuynhA Quick Look On Event-Driven ArchitectureEvent-driven architecture (EDA) is an architectural paradigm that promotes the production, detection, consumption, and reaction to events…Jul 41Jul 41
Duy HuynhEnsuring Atomicity in Distributed Systems: Managing Transactions Across MicroservicesIn a relational database, a transaction is a series of operations that must be executed in a way that guarantees ACID properties…May 30May 30
Duy HuynhLoad BalancerIn the realm of system design, a load balancer plays a pivotal role in maintaining smooth and efficient operations. But what does a load…Apr 11Apr 11
Duy HuynhIn the fast-paced world of technology, the design of the system is the backbone of every scalable…Understanding CachingMar 28Mar 28
Duy HuynhDatabase ScalingAs our data refineries grow in size and complexity, the need for efficient database scaling techniques becomes paramount. In this post…Feb 5Feb 5
Duy HuynhNoSQLThis blog post peeks into the world of NoSQL databases, the unsung heroes in managing your digital assets. We’ll explore what NoSQL is, its…Feb 2Feb 2
Duy HuynhState Of LLM In 2023: A Quick Recap On Latest AdvancementsOkay, it’s been more than a year since ChatGPT was released. Before this turning point, the research community and industry leaders were…Jan 271Jan 271