PinnedJohn AdeojoinAI MindA Quick Tutorial on Multi-Agent Workflows with AutoGenDeveloping a Multi-Agent RAG for Open-Domain QA on Wikipedia·7 min read·Nov 8, 2023----
John AdeojoinAI MindAutoGen isn’t Practical for Real-world Applications, YetWhy AutoGen is Impractical with the Current Generation of LLMs·8 min read·Feb 12, 2024--3--3
John AdeojoinAI MindYour Guide to the LLM EcosystemFrom models to frontends, everything you should know about the LLM ecosystem·6 min read·Feb 7, 2024--4--4
John AdeojoinAI MindDeploy Mixtral Quickly & Cheaply!Deploying Mixtral with Runpod and vLLM for LangChain, Haystack, LlamaIndex, and AutoGen·6 min read·Jan 30, 2024----
John AdeojoinAI MindBuilding Flawless Chatbots with Open-Source LLMs5 Engineering Tips For Developing Chatbots with Open-Source Large Language Models·5 min read·Jan 22, 2024----
John AdeojoinAI Mind7 Things to Know About Fine-Tuning Open-Source LLMs, and RAGEngineering Wisdom from Building a themed RAG pipeline·12 min read·Jan 10, 2024--1--1
John AdeojoinAI MindZapier Gmail Automation: How we Automate Mundane Tasks and Save HoursStreamlining with Zapier and OpenAI Workflows·7 min read·Jan 2, 2024----
John AdeojoinAI MindExplaining How LLMs Work Through Weather Forecasting AnalogiesA Concrete and Memorable Explanation of Transformers and their Inner Workings·12 min read·Dec 14, 2023--1--1
John AdeojoinAI MindWhat do Freestlye Rap Battles Reveal About Creativity in LLMs?Pitting Open Source LLMs Against GPT-4 Turbo in Rap Battles·6 min read·Dec 6, 2023----
John AdeojoinAI MindHow to Deploy (Large) Open Source LLMsDeploying Llama-2 70B with Runpod and vLLM’s OpenAI Endpoint in AutoGen·7 min read·Nov 30, 2023--4--4