Building a Long-Running Conversational AI Agent with Intelligent Context Management
Author(s): Jageen Shukla Originally published on Towards AI. Learn how to build an AI agent that remembers unlimited conversation history using Redis, ChromaDB vector search, and intelligent context management. Full source code available on GitHub and you can read this blog free …
WebMCP: Transforming How AI Agents Interact with the Web
Author(s): Jageen Shukla Originally published on Towards AI. WebMCP: Transforming How AI Agents Interact with the Web Imagine asking an AI assistant: “Book me a flight to New York for next Monday.” webmcp-agent-mcpWebMCP is a proposed web standard that aims to streamline …
Building an AI Agent with Long-Term Memory: ChromaDB + Ollama + TypeScript
Author(s): Jageen Shukla Originally published on Towards AI. How I Built a Customer Support Agent That Actually Remembers What You Said I built a prototype AI customer support agent with semantic long-term memory using ChromaDB (vector database), Ollama (local LLM), and TypeScript. …
AI in the Middle of UI/UX: When Machines Learn to Fix What Humans Break
Author(s): Jageen Shukla Originally published on Towards AI. A feasibility study in autonomous UX optimization Let me start with a confession: traditional UX optimization is painfully slow, expensive, and often misses the mark. autonomous-ux-engineThis article discusses the development of a multi-agent AI …
Building an AI Shopping Agent with UCP: From Concept to Production-Ready Code
Author(s): Jageen Shukla Originally published on Towards AI. Building an AI Shopping Agent with UCP: From Concept to Production-Ready Code Complete implementation guide: Ollama + Native Tool Calling + Production Patterns (with working repository) Ollama + Native Tool Calling + Production PatternsThis …
Recent Posts
