Building smart AI agents isn't just about better models — it's about better data infrastructure. This blog explores why legacy stacks fail multimodal AI and sets the stage for modern solutions that enable agents to reason, act, and scale.
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.
Building Real World RAG-based Applications with ApertureDB
Combining different AI technologies, such as LLMs, embedding models, and a database like ApertureDB that is purpose-built for multimodal AI, can significantly enhance the ability to retrieve and generate relevant content.