PinnedPublished inAI AdvancesSteal My Blueprint to Build and Deploy RAGs [In Minutes].Most RAGs are built on this stack; why would you redo it every time?Feb 44Feb 44
PinnedPublished inTDS ArchiveSkills a Data Scientist Must Have (But a Software Engineer Doesn’t)I guided a friend through her career transition to being an ML engineer.Jan 215Jan 215
Published inAI AdvancesExactly How Much vRAM (and Which GPU) Can Serve Your LLM?What if you still want to run a massive model in your small GPU?6d ago46d ago4
Published inTowards AIResource-Efficient Fine-Tuning of DeepSeek-R1How to make DeepSeek R1 to reason with your private dataFeb 4Feb 4
Published inTDS ArchiveOn a Time Crunch but Still Want to Learn to Develop Multi-Agent AI?These 3 starter projects only take a weekend (and a few cups of coffee, maybe)Jan 239Jan 239
Published inTDS ArchiveRAG Isn’t Immune to LLM HallucinationHow to measure how much of your RAG’s output is correctJan 203Jan 203
Published inTDS ArchivePreparing PDFs for RAGsI created a graph storage from dozens of annual reports (with tables)Jan 1714Jan 1714
Published inTDS ArchiveHow to Build a Knowledge Graph in Minutes (And Make It Enterprise-Ready)I tried and failed creating one—but it was when LLMs were not a thing!Jan 136Jan 136
Published inTDS ArchiveI Tested Frontline M-LLMs on Their Chart Interpretation SkillsCan multimodal LLMs infer basic charts accurately?Nov 5, 2024Nov 5, 2024
Published inTDS ArchiveHow Much Stress Can Your Server Handle When Self-Hosting LLMs?Do you need more GPUs or a modern GPU? How do you make infrastructure decisions?Oct 19, 20245Oct 19, 20245
