PinnedArun ShankarinGoogle Cloud - CommunityArchitectural Patterns for Text-to-SQL: Leveraging LLMs for Enhanced BigQuery InteractionsTLDR: This article deep dives into the Text-to-SQL domain, demonstrating the growing reliance on Large Language Models (LLMs) for this…Nov 12, 20238Nov 12, 20238
PinnedArun ShankarinITNEXTRemembering Conversations: Building Chatbots with Short and Long-Term Memory on AWSTLDR: This article is a comprehensive guide on building a fully functional domain-specific chatbot that incorporates both short and…Jun 26, 20234Jun 26, 20234
PinnedArun ShankarinITNEXTBuilding a Multi-Turn Chatbot with GPT and SageMaker: A Step-by-Step GuideThis article presents a comprehensive guide to creating a generative open-domain chatbot leveraging a large language model (LLM) like…Feb 26, 20233Feb 26, 20233
PinnedArun ShankarinITNEXTChatGPT Decoded: An expert guide to mastering the technology and building domain-specific…In this comprehensive guide, we will decode the steps taken by OpenAI to create ChatGPT. Our goal is to replicate these steps for a…Feb 13, 20236Feb 13, 20236
PinnedArun ShankarEasily Build Your Own GPT from Scratch using AWSA Comprehensive Guide for Domain AdaptationJan 29, 20234Jan 29, 20234
Arun ShankarinGoogle Cloud - CommunityImplementing Semantic Caching: A Step-by-Step Guide to Faster, Cost-Effective GenAI WorkflowsTLDR: This article is a focused, in-depth exploration of semantic caching, its intricate implementation process, its relationship to LLMs…Jun 132Jun 132
Arun ShankarinGoogle Cloud - CommunityArchitectural Blueprints for RAG Automation: Advanced Document Understanding using Vertex AI SearchThis post deep dives into using Vertex AI Search to streamline the creation and evaluation of retrieval-augmented generation (RAG)…May 201May 201
Arun ShankarinGoogle Cloud - CommunityIntelligent Document Discovery with Vertex AI SearchIn this post, we will explore the capabilities of Vertex AI Search, specifically, website search — a standout feature within Google…Mar 7Mar 7
Arun ShankarAugmenting Large Language Models with Verified Information Sources: Leveraging AWS SageMaker and…TLDR: This article offers a detailed guide on how to enhance the accuracy of large language models (LLMs) by incorporating custom domain…Apr 9, 20238Apr 9, 20238
Arun ShankarTraining BERT from Scratch on Your Custom Domain Data: A Step-by-Step Guide with Amazon…TLDR: This article provides a comprehensive guide on how to train a language model like BERT for a specific domain using SageMaker on AWS…Jan 18, 20232Jan 18, 20232
