Back in SF a few months ago, I walked into the #llamalounge and felt it immediately —.💥 The energy? Electric. 🚀 The startups? Bold and brilliant. 🧠 The conversations? Deep, curious, and everywhere. 🎯 The audience? Engaged and sharp. And yes… @jowyang’s conch shell? Totally.

🤩 Very excited to make this available as we explore true multimodal query and responses through MCP! The set of tools and resources available today is just a start. Given how much ApertureDB can offer to its users, there is a lot more to come. How are you all using MCP.

RT @ApertureData: 🧠 What’s Inside:. Use Gemini to infer semantic relationships between entities using contextual prompts. Persist entities….

RT @ApertureData: In Part 1, she used Gemini to extract and classify structured entities—like Cloud Service, Network Component, and Softwar….

Thanks @Coffee_and_NLP for walking us through this very relevant example.

Kids building a cabin or does it represent AI agents being put together in a rush today ?.Data reality hidden behind that curtain and not one you want to face ? 🤔

🧩 Multimodal AI journey begins from ingesting a variety of data types without losing the relationships between them. @MLCommons Croissant format helps capture the information and this latest workflow on ApertureDB Cloud (also in our github repo to try with our Community.

For a long time, graphs have been a bit enigmatic to users. This article and tutorial by Ayesha Imran make them so accessible through smart use of Gemini and ApertureDB.

Why do people think it’s easier to change schema in relational databases but they need to predefine things for a graph database when it’s pretty much the opposite? 🤔.

Good internet to work, beautiful country side when I look up, family sounds in the background, and easy access to good food - definitely work life balance 😬

From documentation to posts to the first workflow on Wednesday - it's all about food in our team 😃 Or data!.

RT @ApertureData: @gopal_akarsh @rerundotio @foxglove We are soon launching easy ingestion and processing for the entire multimodal pipelin….

Never done this combination before but hey, traveling to the land of croissants ! It’s fair to experiment :)

Check out "What Does Multimodality Truly Mean for AI?" You'll learn why our brains aren't just spreadsheets and why just using vector search isn't enough for AI to really "get" the world. 🔗

💡 Our new blog post digs into: .👀 Why multimodal AI is super important for building next-gen AI agents. 🧩 The three big pieces of the puzzle: models, processing, and – arguably the trickiest part – data management. 🧗 And the main hurdles in managing all that diverse data.

So, there is a lot of talk about "multimodality" in AI, right? From GPT-4V to Gemini, AI's getting smarter by understanding more than just text. But are we actually ready for this massive leap? 🤔.

The only non coffee drink I enjoy - @DandelionChoco cacao smoothie! Chocolate is the true fruit 😬.

Working with kids from coffee shop - they make a canvas of mamma chilling on a beach some day :) .Or a 3D cat ! Mixed messages !!