Vishakha Gupta

Making videos searchable with a few button clicks - very useful

Labeling is alive and well, just in fewer groups but with more complex datasets. ApertureDB integration with Label Studio seems to reduce the pain

The facial similarity search makes it even more valuable.

So now users can simply upload their collection of images using our S3 or GCS bucket upload and run this workflow to start querying by label. That's snazzy. These will also show up on ApertureDB UI to understand the dataset better

We got asked about SQL support quite a few times especially when people wanted to use BI dashboards. Now they can use the power of multimodal AI supported by ApertureDB with the familiar SQL queries

Complete silence, decent background, prepped script and teleprompting :) I have trouble with any single ummm in the recording which can get painful very fast if everything is not lined up

This makes it so straightforward. Once you create an instance on cloud, just click on the Web UI button to go to the DB UI and click on Connect to generate API token. There is a nice code sample right there. If you create Jupyter notebook workflow and associate with your DB, it even comes with a ready to use notebook.

Pretty useful to have a tool like this

Getting the target audience to know about our product. No matter how much we could perform better than existing graph-vector databases, people can't use us if they don't know about us.

A few months ago, I found myself deep in a conversation about the future of retrieval—how we move beyond simple keyword or vector search into something more connected and context-aware. That’s when GraphRAG came up.The idea of combining graph and vector data isn’t just theoretically elegant—it’s powerful and now pretty practical. It lets you go from a sea of unstructured chunks to a...

Looking forward to learn from the responses. Thank you! Here's ours - https://www.aperturedata.io/

If you couldn’t make it to our lunch & learn session demonstrating how to Launch Your AI Project Today with ApertureDB Multimodal AI Workflows—you can watch the full session on-demand now! ​Learn how to: ​Launch AI workflows in minutes – No complex setup required ​Use pre-built solutions for image embeddings, classification & more ​Accelerate AI development – Focus on building, not...

If you want to see a live demo of how you can use workflows, do join us for our lunch & learn in the morning at 9am PT https://lu.ma/vnabtolp

Hello, Product Hunt Community 👋, I’m Vishakha Gupta, CEO and Co-founder of ApertureData. I am excited to do my very first Product Hunt Launch, for ApertureDB Multimodal AI Workflows. If we want AI to think like humans, it needs all the signals a human brain processes to form our stories, which means multimodal data. Having worked with AI and data for years, I understand the immense challenge...

Very useful - it's always such a pain finding past information from various sources, even if you diligently put things in a CRM (which is often only for customers)