Eido Askayo

What is Agentic AI?  A simple way to think about Agentic AI is: model + tools = agentic AI.    With  LangChain 1.0 now stable , building them is straightforward.  Let's build a 'Weather Poet' agent that: Uses a web search tool to find a forecast. Write a poem about it.

Quick update on last week's AI news: Google launched Gemini 2.5 Pro Generative AI model, ranked #1 on https://lmarena.ai/ ! 🚀 If you tried the code from my Gemini 2.0 post , there's an easy upgrade: Just 1 line change to try the new leader: Update MODEL from "gemini-2.0-flash-thinking-exp" to: "gemini-2.5-pro-exp-03-25" Experience its enhanced 'thinking', reasoning, and coding power compared to 2.0 Flash. For further information about this model: deepmind.google/models/gemini/pro/

Hands-on showcase to freely use the #1 ranked Generative AI Thinking model: 4 steps, 20 lines of code. 🧠 (Gemini 2.0 Flash Thinking - #1 by lmarena.ai Leaderboard) Code can be copied from attached file. Share your poem with the world in a comment below! 📜🪶👇 For further information about this model:   https://deepmind.google/technologies/gemini/flash-thinking/

Hands-on showcase to run Generative AI on your own PC: 5 steps, 10 lines of code. (And a little extra of about 15GB of RAM and storage 😉 ) Code can be copied from attached file. Share your poem with the world! 📜🪶 For further information about this model: 

The State of Devs 2025 results are in, and it's not just about code. The focus is on the human side of our profession:  Workplace culture, health, and hobbies.  A refreshing and important perspective on the tech industry. Curious to see? 

Dec 3, 2022 What physio-chemical properties give a red wine "good" or "bad" flavor? That's a good question. To answer it, we used Machine Learning Classification and Regression Analysis, on Portuguese "Vinho Verde" red wine's dataset. I was given the privilege to analyze and predict red wine quality, along with Ana Friberg and Khaled Mahmoud , as part of "Machine Learning" course, lectured by Eyal Zinger . Key insights: - In terms of wine's physio-chemically based quality prediction, we gained 79% accuracy (using XGBoost algorithm) - We found that "fixed acidity" and "critical acid" have strong negative correlation on "pH". - We found that "fixed acidity" has linear relationship with "pH" factor. - We found that polynomial model is recommended for making prediction comparisons and error evaluations. ...

Sep 16, 2022   “When will my pizza's delivery arrive?” “Why my pizza arrived cold?” ... These are a few of many popular "riddles", asked by numerous hungry folks, mostly towards ones' self, or the pizzeria's customer service representative via chat. I was given the privilege to R&D a pizzeria's customer service chatbot, along with Ana Friberg , as part of "Practical Artificial Intelligence & Natural Language Processing" course, lectured by Shachar Grembek and Yair Liberzon . Meet "Pizza Papa" Customer Service Chatbot – a sweet chatbot which detects and handles customer "riddles" such as deliveries, complains, etc. Fun reading! 🍕 (Hopefully your delivery arrived by now) See how it practically done below: