Lite Series

How to Navigate the Data Job Market for Data Scientist and Recent Graduate

NBD Lite #53: Few insider tips and research-backed strategies to break into the field

Mar 26 •

Cornellius Yudha Wijaya

9 Chunking Strategies to Improve RAG Performance

NBD Lite #52 How you splitting your data can affect the RAG performance

Mar 10 •

Cornellius Yudha Wijaya

Explainable RAG for More Trustworthy System

NBD Lite #51 Evaluate both the retrieval and generation in systematic ways

Feb 14 •

Cornellius Yudha Wijaya

Enhance RAG Accuracy with Corrective-RAG (CRAG)

NBD Lite #50 Implement self-reflection for the retrieved documents

Feb 6 •

Cornellius Yudha Wijaya

Improve RAG Output With Enhanced Retrieval Techniques

NBD Lite#49 Techniques to used for RAG retrieval process

Jan 31 •

Cornellius Yudha Wijaya

Building Guardrail Around Your RAG Pipeline

NBD Lite #48 - Why RAG Systems Fail—And How to Fortify Them

Jan 25 •

Cornellius Yudha Wijaya

RAG Reranking To Elevate Retrieval Results

NBD Lite #47 How Reranking Enhances Precision and Relevance

Jan 24 •

Cornellius Yudha Wijaya

Evaluating RAG with LLM-as-a-Judge: A Guide to Production Monitoring

NBD Lite #46 - Bringing AI Judgments to RAG Monitoring in Live Environments

Jan 22 •

Cornellius Yudha Wijaya

Simple RAG Implementation With Contextual Semantic Search

NBD Lite #45 - Enhancing AI Outputs with Semantic Understanding

Jan 21 •

Cornellius Yudha Wijaya

Semantic Data Analysis with LOTUS: A Query Engine Powered by LLMs

NBD Lite - #44 Powerful Pandas-like API for semantically manipulating your data

Jan 8 •

Cornellius Yudha Wijaya

Mastering SmolAgents: Building AI Agents with Tools

NBD Lite #41 - Transform Ideas into AI Agents with SmolAgents Tools

Jan 3 •

Cornellius Yudha Wijaya

Getting Started with HuggingFace Smolagents: Build Intelligent Agents in Minutes

NBD Lite #41 - Agents that build actions in code

Jan 2 •

Cornellius Yudha Wijaya

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