-
The AI Data Insfrastructure Should Be Declarative, Multimodal, and Incremental
Transform how you build AI applications with Pixeltable, an open-source framework that unifies data storage, versioning, and model orchestration under a simple table interface. Instead of wrestling with data pipelines and infrastructure plumbing, you can focus on what matters: building amazing AI applications that leverage your models and algorithms while Pixeltable handles all the undifferentiated…
-
Streamlining Computer Vision Pipelines with Pixeltable: From Video Processing to Model Inferences
Traditional computer vision pipelines often require juggling multiple tools and writing complex orchestration code just to handle basic tasks like frame extraction, model inference, and annotation management. Pixeltable transforms this complexity into simple, declarative table operations.
-
Building Production-Ready RAG Applications with Pixeltable: A Data-Centric Approach
Building production-ready RAG applications presents significant challenges – from managing document collections and chunking strategies to maintaining embedding indexes and ensuring result reproducibility. Pixeltable reimagines RAG development with a declarative, table-based approach that reduces complex pipelines to a few lines of code while providing automatic lineage tracking, incremental processing, and robust experimentation support out of…
