Vincenzo Bifano

@enbifa.bsky.social

Enhancing RAG with Maximum Marginal Relevance (MMR) in Azure AI Search Learn how to add post-processing layer using Maximum Marginal Relevance (MMR) for result diversity to your RAG pipeline using Azure AI Search.

🚀 Enhancing RAG with Maximum Marginal Relevance (MMR)

Discover how #AzureAI Search uses MMR to improve #RAG systems! 🎯 Reduce redundancy and deliver diverse, relevant results by balancing query similarity and novelty. Perfect for next-gen search applications!

#AI #AzureSearch #Innovation

Introducing Gemini 2.0: our new AI model for the agentic era Today, we’re announcing Gemini 2.0, our most capable AI model yet.

🚀 Google Gemini 2.0 is here!

Gemini 2.0 introduces agentic AI with multitasking:
🌌 Multimodal processing (text, images, audio)
🤖 AI agents like Project Astra & Mariner
⚡ Enhanced speed & efficiency

Revolutionizing #AI applications!

👉 Learn more: blog.google/technology/g...

#AI #Gemini2

GitHub - Azzedde/paper_to_podcast: A very quick and intuitive project that transforms any research paper into an engaging discussion between 3 persons to make you listen and have intuitive thoughts ab... A very quick and intuitive project that transforms any research paper into an engaging discussion between 3 persons to make you listen and have intuitive thoughts about the paper instead of using a...

🎧 Paper to Podcast

Turn academic papers into podcasts with this open-source AI tool! 📚➡️🎙️
Perfect for learning on the go, it converts research into audio summaries.

👉 Explore here: github.com/Azzedde/pape...

#AI #OpenSource #Podcasting #ResearchSimplified

GitHub - AIHawk-FOSS/Auto_Jobs_Applier_AI_Agent: Auto_Jobs_Applier_AI_Agent aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users... Auto_Jobs_Applier_AI_Agent aims to easy job hunt process by automating the job application process. Utilizing artificial intelligence, it enables users to apply for multiple jobs in an automated an...

🤖 Auto Jobs Applier AI Agent

Tired of endless job applications? This open-source AI automates the process! 🚀
📄 Upload your resume
🔍 Find matching jobs
📝 Auto-fill applications

Streamline your job search with AI!

👉 Explore here: github.com/AIHawk-FOSS/...

#AI #JobSearch #OpenSource

🧠 MIT Reveals LLM’s Hidden “Brain”

LLMs structure knowledge in 3 levels:
💎 Atomic: Semantic patterns link related concepts.
🔄 Brain: Specialized “lobes” for tasks like dialogue or code.
🌌 Galaxy: Central layers compress info into clusters.

Fascinating for #AI transparency & cognition!

#AIResearch

GitHub - Azure/Mission-Critical-Online: This repository is part of the Azure Mission-Critical open source project that provides a prescriptive architectural approach to building highly-reliable cloud-... This repository is part of the Azure Mission-Critical open source project that provides a prescriptive architectural approach to building highly-reliable cloud-native applications on Microsoft Azur...

🚀 Discover #Azure’s Mission-Critical Online!

Build resilient, scalable, and secure cloud-native applications with Microsoft’s Mission-Critical Online framework. 🌐 Perfect for enterprises aiming for high availability and top-tier performance.

👇Explore here 👇

#CloudComputing #DevOps #Resilience

YouTube video by Kaggle Day 1 Livestream with Paige Bailey – 5-Day Gen AI Intensive Course | Kaggle

🎉 Google’s 5-Day Gen AI Course is FREE!

Dive into cutting-edge AI with this self-paced program! 🧠💻 Live session recordings:

➡️ Day 1: Foundational Models & Prompt Engineering
➡️ Day 2: Embeddings & Vector Stores
➡️ Day 3: Generative AI Agents
➡️ Day 4: Domain-Specific LLMs
➡️ Day 5: MLOps for Gen AI

ai-workshop-code/Scrape_the_web_agentically_with_Firecrawl_and_LangGraph.ipynb at main · trancethehuman/ai-workshop-code Code I wrote for my AI & LLM workshops. Contribute to trancethehuman/ai-workshop-code development by creating an account on GitHub.

🤖 Web Scraping with Firecrawl & LangGraph

Learn how to scrape the web agentically using Firecrawl 🔥 and #LangGraph! This GitHub project showcases a smart, AI-driven approach to extract and process web data seamlessly.

👉 Explore here: github.com/trancethehum...

#AI #WebScraping #Automation

Top 25 Generative AI Terminologies You Must Know Master the Key Concepts to Excel in Generative AI with Clear Explanations, Real-World Applications, and In-Depth Resources

📚 Top 25 Generative AI Terms

Boost your #GenerativeAI knowledge with key concepts:
🤖 Transformers
🌌 Latent Space
🔄 Autoencoders
🎨 GANs
💨 Diffusion Models

Stay ahead in the AI game!

Learn more 👇

#AI #DeepLearning #MachineLearning

🚀 Your Essential Docker Cheat Sheet

Here’s a quick reference for key #Docker commands to boost your container workflow:
🛠️ Build, run, and manage images/containers
🔍 Inspect, log, and monitor
⚙️ Start, stop, and restart containers

Save this for your next project! 🐳

#DevOps #Containerization

🔎 Structured Generation Improves LLM Performance
A new blog refutes claims that structured formats (e.g., #JSON) hurt #LLM performance.Tests show:
📊 77% accuracy (structured) vs. 73% (unstructured).
💼 Key for enterprises: structured outputs enable seamless API/DB integration & reduce post-processing

Draw.Audio - Draw something, then listen to it. Draw.Audio is a free musical sketch-pad for exploring ideas in sound.

🎵 Explore Sound with Draw.Audio

Create music and art effortlessly with Draw.Audio—a free musical sketch-pad and sound synthesis tool. 🎨🎶 All creations are under Creative Commons Attribution 4.0.

👉 Start your creative journey: draw.audio?ref=dailydev

#MusicTools #SoundDesign #CreativeCommons

☁️ OVHcloud Black Friday!

🚀 Launch your first #PublicCloud project and get €200 in free credits! Offer valid until December 2nd. Perfect for testing scalable, high-performance solutions.

👉 Learn more: www.ovhcloud.com/it/public-cl...

#CloudComputing #FreeTrial #BlackFriday

JavaScript Best Practices | The WebStorm Blog Learn about the latest JavaScript best practices. This blog post covers some of the recommended best practices when coding with JavaScript.

🚀 Modern JavaScript Best Practices

Enhance your #JavaScript code with these tips:
-Use let and const over var for block scoping.
-Prefer classes to function prototypes for cleaner syntax.
-Implement private class fields for encapsulation.
-Stay updated to write efficient, maintainable code!

🔐 Critical Vulnerability in LLMs Uncovered

A new study reveals #LLMs can be manipulated through multi-round conversations with a 98% success rate on #GPT4. 🚨

Key risks:
• Sensitive data extraction
• AI customer service manipulation
• Enterprise vulnerabilities

How do we secure #AI? 🤔

2024: The State of Generative AI in the Enterprise - Menlo Ventures The enterprise AI landscape is being rewritten in real time. We surveyed 600 U.S. enterprise IT decision-makers to reveal the emerging winners and losers.

📊 State of Generative AI in Enterprise 2024

🚀 AI spending hits $13.8B (6x 2023). Key insights:
🔍 72% of leaders plan broader #GenerativeAI adoption
🎯 Top ROI: code copilots, chatbots, enterprise search
⚡ RAG adoption soars to 51%

Explore: menlovc.com/2024-the-sta...
#AI #Innovation #Enterprise

Agent-Driven Development in Cursor: Testing, Benchmarking, and Optimizing Functions expert led courses for front-end web developers and teams that want to level up through straightforward and concise lessons on the most useful tools available.

"Agent-Driven Development"... Sound too good to be true?

Let's find out by running through a "no code" performance optimization of a heavy-lifting function using automated agent-driven unit testing and benchmarking.

egghead.io/agent-driven...

Releasing SmolVLM, a small 2 billion parameters Vision+Language Model (VLM) built for on-device/in-browser inference with images/videos.

Outperforms all models at similar GPU RAM usage and tokens throughputs

Blog post: huggingface.co/blog/smolvlm

How Airtop built web-automation for AI agents powered by the LangChain ecosystem See how Airtop, which provides browser automation for AI agents, built a flexible agent architecture with LangGraph and debugged and refined prompts in LangSmith.

🚀 #Airtop leverages #LangChain, #LangGraph, and #LangSmith to build robust browser automation for #AI #Agents.

This integration enables seamless web interactions, allowing agents to log in, extract information, and interact with #web interfaces through natural language commands.

GitHub - starpig1129/AI-Data-Analysis-MultiAgent: AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT, and LangGrap... AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT, and LangGraph, this tool streamlines hypothesis generation,...

🤖 AI Data Analysis MultiAgent

Unlock the power of multi-agent systems for #DataAnalysis! This open-source project on GitHub uses AI agents to collaborate on complex data tasks, delivering smarter insights faster. 🚀

Check it out: github.com/starpig1129/...

#AI #OpenSource #DataScience

Hassle free, SEO Optimised Blogging Platform. Just write valuable content, Typeflo's built-in SEO handles all boring SEO tasks for you. No maintenance or plugin updates required. Lead gen tools built-in.

📝 Typeflo: Effortless Blogging with Built-in SEO

#Typeflo is a modern, stress-free blogging platform designed to boost your SEO traffic. Just write valuable content, and Typeflo’s built-in #SEO handles all the boring tasks for you. No maintenance or plugin updates required.

Start in 2 minutes!

Refinder: AI assistant for work Instantly set up an enterprise-grade AI-powered search and assistant solutions for teams and enterprises with Refinder.

🔍 Refinder AI: Your Ultimate Work Assistant!

Tired of juggling multiple apps? Refinder #AI connects all your work tools, offering instant, unified search across platforms. Boost productivity and find what you need in seconds!

Try it now: refinder.ai

#Productivity #AI #WorkSmarter

1,000 AI agents can now predict human behavior with 85% accuracy in social experiments Researchers from Stanford, Washington University, and Google DeepMind have created AI agents that can closely mimic human behavior in social experiments.

🤖 AI Predicts Human Behavior
Stanford, Washington University & DeepMind created AI agents that predict human behavior with 85% accuracy in social experiments! 🎯 Trained on GPT-4o & interview data, these agents mimic human responses across tasks.

#AI #BehaviorAnalysis #Innovation

🚀 Cursor 0.43 is here!

Released Nov 24, it brings:

- New Composer #UI with inline diffs
- Agent for smart context selection
- File pill recommendations
- Improved performance

A must-have update for any #CursorIDE user!

🔗 Full changelog: changelog.cursor.sh

#AI #DeveloperTools

Hume AI Powers Voice AI Platform with Claude | Customer Story Learn how Hume AI uses Claude to create emotionally intelligent voice interactions, achieving 80% cost reduction and powering over 30,000 hours of AI conversations for their customers.

🤖 Hume AI Enhances Claude with Emotion

#Hume #AI integrates #Claude to create emotionally intelligent #voice interactions, achieving:

80% cost reduction
70% decrease in latency
Over 30,000 hours of AI conversations

#AI #VoiceTech #EmotionalIntelligence

GitHub - balrog-ai/BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games Benchmarking Agentic LLM and VLM Reasoning On Games - balrog-ai/BALROG

🎮 BALROG: Benchmarking AI with Games

📊 BALROG tests #LLMs & #VLMs on 6 games:
🧭 BabyAI (navigation)
🛠️ Crafter (crafting/survival)
📜 TextWorld (puzzles)
🎲 Baba Is #AI (rule manipulation)

🔍 #Llama3 70B outperforms #GPT4 in tasks like Baba Is AI. Open models excel in text over visuals.

#Gaming

AI Research Agents: Set to Transform Knowledge Research in 2025 (Plus Top 3 Free Tools) It’s physically impossible for a human to access 1000 websites in an hour and research the knowledge. But an agent can do this with ease.

🚀 AI Research Agents: The Future of Knowledge Discovery

AI agents are set to revolutionize research by 2025, automating complex tasks and boosting efficiency. Top tools like #LangChain, #HuggingFace, and OpenAI’s Playground lead the way.

#AI #Innovation

Getting started with AI: Good enough prompting Don't make this hard

I like this new analogy for working with LLMs by @emollick.bsky.social
"treat AI like an infinitely patient new coworker who forgets everything you tell them each new conversation, one that comes highly recommended but whose actual abilities are not that clear"
www.oneusefulthing.org/p/getting-st...

Notion – The all-in-one workspace for your notes, tasks, wikis, and databases. A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team

BIG NEWS! We're putting on a game show, and we need contestants! If you're US-based and think you can handle 🌶️ spicy bites 🌶️ we want you to apply!

Details and application here: lwj.dev/leet-heat/ap...