PinnedHan HELOIR, Ph.D. ☕️inLevel Up CodingNo code AWS Bedrock Agent and MongoDB Knowledge Base Native IntegrationReference Architecture of Building an AI-Powered Knowledge Base with MongoDB and AWS Bedrock·10 min read·May 5, 2024--1--1
PinnedHan HELOIR, Ph.D. ☕️inTowards Data ScienceThe Future of Generative AI is Agentic: What You Need to KnowImplementing AI Agents across LangChain, LlamaIndex, AWS, Gemini, AutoGen, CrewAI and Agent protocol·16 min read·Apr 30, 2024--8--8
PinnedHan HELOIR, Ph.D. ☕️inTowards Data ScienceMaximizing AI Efficiency in Production with Caching: A Cost-Efficient Performance BoosterUnlock the Power of Caching to Scale AI Solutions with LangChain Caching Comprehensive Overview·14 min read·Mar 19, 2024--9--9
PinnedHan HELOIR, Ph.D. ☕️inTowards Data ScienceNo Code GenAI Agents Workflow Orchestration: AutoGen Studio with Local Mistral AI modelIntroduction to AutoGen and Mistral AI:·9 min read·Jan 23, 2024--7--7
PinnedHan HELOIR, Ph.D. ☕️inTowards Data ScienceWhy Are Advanced RAG Methods Crucial for the Future of AI?Mastering Advanced RAG: Unlocking the Future of AI-Driven Applications·9 min read·Jan 7, 2024--4--4
Han HELOIR, Ph.D. ☕️inLevel Up CodingLlama 3 Meta’s Latest AI Breakthrough Offers Power and Open AccessExploring the Robust Capabilities and How to Access the Open-Source LLM·5 min read·Apr 21, 2024----
Han HELOIR, Ph.D. ☕️inLevel Up CodingSkypulse AI: Real-Time, Gen AI-Powered Concierge for Personalized Travel ExperienceFounded in early 2024 by industry veterans from MongoDB Internal Hackathon·14 min read·Apr 11, 2024--1--1
Han HELOIR, Ph.D. ☕️inAI AdvancesReal-Time Data Fetching and Storage with Mistral AI Function Calling, Langchain, and MongoDBReal-life Flight Search AI application example·11 min read·Mar 6, 2024--3--3
Han HELOIR, Ph.D. ☕️inLevel Up CodingUnlocking AI Features with Accelerators: RAG, Q&A, Summarization, Entity Extraction, and Sentiment…How Do Gradient’s Accelerator Blocks Simplify AI App Development?·15 min read·Feb 25, 2024--2--2
Han HELOIR, Ph.D. ☕️inAI AdvancesBye-bye Bard, Hello Gemini — Can Gemini Catch Up to ChatGPT’s Established Strengths?The Battle for AI Supremacy Heats Up·4 min read·Feb 10, 2024--3--3
