Guodong (Troy) ZhaoinBootcampHow to improve RAG results in your LLM apps: from basics to advancedImprove your RAG quality and latency in your LLM app·13 min read·Jan 22, 2024--9--9
Guodong (Troy) ZhaoinBootcampA complete guide to running local LLM modelsHow to run local large language models easily as alternatives to ChatGPT·11 min read·Jul 27, 2023--9--9
Guodong (Troy) ZhaoinBootcampImproving app navigation with GPT: Lessons learnedUsing GPT to transform app navigation with natural language·8 min read·Jun 14, 2023--1--1
Guodong (Troy) ZhaoinBootcampA comprehensive and hands-on guide to autonomous agents with GPTUnderstand autonomous agents with LLM, from conceptual guide to hands-on tutorial·15 min read·May 2, 2023--7--7
Guodong (Troy) ZhaoinBetter ProgrammingBuilding an Automatic Prompt Optimizer for Stable DiffusionUsing pre-trained embeddings to automatically optimize stable diffusion prompts6 min read·Apr 28, 2023----
Guodong (Troy) ZhaoinBootcampCookbook for solving common problems in building GPT/LLM appsA guide to long-term memory, question answering, semantic search, formatting, caching, and local deployment for LLMs·16 min read·Apr 19, 2023--7--7
Guodong (Troy) ZhaoinBootcampHow I built a tool to help me improve product documents with GPTAn open-source project for improving product documents with GPT·5 min read·Apr 18, 2023--2--2
Guodong (Troy) ZhaoinBootcampHow Stable Diffusion works, explained for non-technical peopleExplaining the mechanism of stable diffusion and techniques to improve generated images·12 min read·Apr 5, 2023--1--1
Guodong (Troy) ZhaoinBootcampAdvanced skills in GPT for your product/business beyond simple chatsUnlock the full potential of GPT with prompt engineering, prompt templating, prompt chaining, embeddings, and planning·7 min read·Mar 26, 2023--6--6
Guodong (Troy) ZhaoinBootcampWhat you need to know about GPT-4 and its business implicationsThe capabilities and limitations of GPT-4, its business implications, and the future of large language models·10 min read·Mar 16, 2023--3--3