Chatting with Your PDFs and VTTs at Lightning Speed
A Deep Dive into an AWS OpenSearch + Bedrock + Chainlit RAG Pipeline Introduction This article explains how to build a question-answering system that processes PDF and Video Text Track (VTT) files, index them in AWS OpenSearch, and serve fast answers to users. It uses AWS Bedrock (Anthropic Claude) for language processing and Chainlit for […]
Web3: Building a Transactional Chatbot
Leveraging Ethereum Data with SQL Agents and AI Introduction In the ever-evolving world of blockchain technology, Ethereum has carved out a unique space not just as a platform for cryptocurrency but as a robust development ecosystem. With its versatile smart contracts and decentralized applications, Ethereum offers a wealth of data that can be harnessed for […]
External Knowledge Base for LLMs: Leveraging Retrieval Augmented Generation Framework with AWS…
Introduction In the realm of artificial intelligence and language models, the pursuit of enhancing their capabilities is a constant endeavor. Today, we embark on a journey to explore an innovative approach that has the potential to revolutionize the way we harness the power of AI. Picture a scenario where your language model not only excels […]