· ai
Building agents with the ADK and the new Interactions API
DEC. 11, 2025 The landscape of AI development is shifting from stateless request‑response cycles to stateful, multi‑turn agentic workflows. With the beta launch...
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- · ai
RAG Chunking Strategies Deep Dive
Retrieval‑Augmented Generation RAG systems face a fundamental challenge: LLMs have context‑window limits, yet documents often exceed these limits. Simply stuffi...
- · ai
Inside Memcortex: A Lightweight Semantic Memory Layer for LLMs
Why Context Matters An LLM cannot truly store past conversations. Its only memory is the context window, a fixed‑length input buffer e.g., 128 k tokens in GPT‑...
- · ai
MindMesh AI - 7 AI Agents Debate Your Decisions in Real-Time
🎥 Video Demo ▶️ Watch My 1‑Minute Pitch Videohttps://stream.mux.com/SNaJYEGER02RQGdKlRpIIEG5l4X7vOlb3g77QN01Kl60100.m3u8 🎯 What Problem Does It Solve? Making...
- · software
Announcing the Data Commons Gemini CLI extension
Since we launched the Gemini CLI extensions framework in early October, we've seen an explosion of Google‑owned and third‑party‑contributed extensions in the op...
- · ai
New Gemini API updates for Gemini 3
What’s new in the Gemini API for Gemini 3 - Simplified parameters for thinking control: Starting with Gemini 3, a new parameter called thinking_levelhttps://ai...
- · ai
Write Powerful System Prompts | Prompt Engineering - Build AI Platforms From Scratch #3
What is Prompt Engineering? And how does it make or break AI platforms? Prompt engineering is the discipline of designing instructions that control AI behavior...
- · ai
Mastering Agent Flows V2 and the Model Context Protocol
We have all been there. You build a beautifully acting chatbot on your local machine, perhaps a simple RAG Retrieval‑Augmented Generation system. It answers que...
- · ai
How RAG Is Transforming the Power of LLMs for Real-World Healthcare
Large Language Models LLMs changed the world — but Retrieval‑Augmented Generation RAG is what makes them truly useful in real‑world applications. Why RAG Is Bec...
- · ai
My Journey Through AI Agents: From Curiosity to Capability Introduction
When I signed up for the Kaggle AI Agents Intensive course, I had a basic understanding of AI but little practical experience with agentic systems. Five days la...
- · ai
Training LLMs for Honesty via Confessions
Article URL: https://arxiv.org/abs/2512.08093 Comments URL: https://news.ycombinator.com/item?id=46242795 Points: 4 Comments: 1...
- · ai
My Google AI Agents Intensive Experience — Day-by-Day Reflections
🗓️ Day 1 – Introduction to Agentic AI The first day reshaped how I viewed AI. I learned that an agent is more than a model — it’s a system that can perceive,...