PinnedGet to Know Me Through My Work (Updated February 2023)Bio, best work on Medium and extended online portfolioJun 17, 20213Jun 17, 20213
Published inTowards Data ScienceWhat Nobody Tells You About RAGsA deep dive into why RAG doesn’t always work as expected: an overview of the business value, the data, and the technology behind it.Aug 23, 202427Aug 23, 202427
Published inLevel Up CodingWhy You Should Consider Weaviate As Your Ultimate Vector DatabaseSome insights from a 9-month project building RAGsApr 28, 2024Apr 28, 2024
Published inTowards Data ScienceDeploy A Production-Ready Streamlit App with Cloud Run and Cloud BuildHow to ship containerized applications on a serverless architecture and over a CICD pipeline.Mar 22, 20241Mar 22, 20241
Published inLevel Up CodingHow to Deploy a Serverless API That Summarizes YouTube VideosA practical guide on industrializing a serverless LLM-powered app with an infrastructure-as-code (IaC) frameworkMar 14, 20244Mar 14, 20244
Published inTowards Data ScienceHow To Build an LLM-Powered App To Chat with PapersWithCodeKeep up with the latest ML researchFeb 1, 20249Feb 1, 20249
Published inTowards Data Science3 Advanced Document Retrieval Techniques To Improve RAG SystemsQuery expansion, cross-encoder re-ranking, and embedding adaptorsJan 15, 202412Jan 15, 202412
Published inTowards Data Science9 Effective Techniques To Boost Retrieval Augmented Generation (RAG) SystemsReRank, Hybrid Search, Query Expansion, Leveraging Metadata, and more…Jan 2, 20242Jan 2, 20242
Published inTowards Data ScienceQuickly Evaluate your RAG Without Manually Labeling Test DataAutomate the evaluation process of your Retrieval Augment Generation apps without any manual interventionDec 21, 2023Dec 21, 2023
Published inLevel Up CodingBuild and Evaluate LLM Applications with TruLensUnderstand why your LLMs responded that way and take action to prevent hallucinationsDec 4, 2023Dec 4, 2023