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Reflecting on 2024: ApertureData's Journey and What's Next for Multimodal AI Data Management in 2025.
Reflecting on 2024: ApertureData's Journey and What's Next for Multimodal AI Data Management in 2025.
Happy holidays and wish you an exciting 2025 ahead as we shift from LLMs to AI agents, guardrails, and multimodality! Thank you for your continued support, and we look forward to partnering with you in the new year to tackle evolving challenges in AI and multimodal data management with ApertureDB.
Blogs
December 23, 2024
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Blogs
December 12, 2024
Lessons Learned Building a Cloud-Agnostic Database‍
Building cloud-agnostic software poses some challenges. Because we ran into some while building ApertureDB, a cloud-agnostic database specifically built for multimodal data and metadata, we discuss our learnings.
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Lessons Learned Building a Cloud-Agnostic Database‍
Case Studies
October 10, 2023
Badger Technologies Uses ApertureDB to Solve "Wrong Product" Placement Problems at Scale
'The company uses ApertureDB to enhance vector search performance on their library of embeddings, achieving a 2.5x improvement in
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Badger Technologies Uses ApertureDB to Solve "Wrong Product" Placement Problems at Scale
Blogs
November 21, 2024
Building Real World RAG-based Applications with ApertureDB
LLMs, RAGs, Chatbots, Agents. All hot topics! 🔥 But what does it mean to implement these and make them work well? See some real examples built on ApertureDB's purpose-built multimodal vector db.
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Building Real World RAG-based Applications with ApertureDB
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Are Vector Databases Enough for Visual Data Use Cases?
Videos & Podcasts
June 19, 2023
Are Vector Databases Enough for Visual Data Use Cases?
Overview and demo of building image and video applications that need vector databases at a Twelve Labs webinar
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Events
Vector / similarity / semantic search
Visual Data
Machine Learning
Dataset preparation and management
Knowledge graph and graph databases
E-commerce Data Science Needs Sophisticated Visual Data Management
Videos & Podcasts
February 15, 2023
E-commerce Data Science Needs Sophisticated Visual Data Management
Learn how ApertureDB benefits e-commerce usecases like personalized recommendations, attribute classidication.,
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Applied
Machine Learning
Visual Data
Dataset preparation and management
Usability and Debugging
Minute-Made Data Preparation with ApertureDB
Blogs
November 22, 2022
Minute-Made Data Preparation with ApertureDB
Working with visual data (images, videos) and its metadata is no picnic...
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Product
Visual Data
Dataset preparation and management
Machine Learning
How do you find what’s in your image or video datasets?
Videos & Podcasts
November 22, 2022
How do you find what’s in your image or video datasets?
See how ApertureDB Web Frontend simplifies navigating large collections of visual data...
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Product
Usability and Debugging
Visual Data
Why do businesses need a purpose-built database for visual analytics?
Videos & Podcasts
November 22, 2022
Why do businesses need a purpose-built database for visual analytics?
Learn why businesses benefit from a specialized database for data science on...
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Applied
Visual Data
High performance
Data privacy and security
Usability and Debugging
Machine Learning
Data science challenges in extracting value from image and video based data
Videos & Podcasts
September 15, 2022
Data science challenges in extracting value from image and video based data
Learn why data scientists and ML practitioners working on visual data need...
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Applied
Machine Learning
Dataset preparation and management
High performance
Usability and Debugging
Just Because Your Data Is Unstructured Doesnt Mean it Should be Onerous
Videos & Podcasts
May 5, 2022
Just Because Your Data Is Unstructured Doesnt Mean it Should be Onerous
Learn why visual data today needs special treatment and how this can be achieved in this Data Council talk
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Events
Visual Data
Machine Learning
Dataset preparation and management
Usability and Debugging
ApertureDB: Designing a Purpose-built System for Visual Data and Data Science
Videos & Podcasts
March 7, 2022
ApertureDB: Designing a Purpose-built System for Visual Data and Data Science
CMU Database group seminar to learn why visual data needs special treatment now, how this can be achieved
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Product
Knowledge graph and graph databases
Visual Data
Vector / similarity / semantic search
Usability and Debugging
Dataset preparation and management
Building a Specialized Database for Analytics on Images and Videos
Blogs
February 8, 2022
Building a Specialized Database for Analytics on Images and Videos
ApertureDB is a database for visual data such as images, videos, embeddings and associated metadata like annotations, purpose-built for...
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Applied
Visual Data
Machine Learning
Infrastructure and Deployment
Data privacy and security
Retrieval augmented generation (RAG)
Usability and Debugging
Multimodal / Generative AI
Machine Learning
High performance
Dataset preparation and management
Knowledge graph and graph databases
Visual Data
Vector / similarity / semantic search
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