Posts

• Evaluate text-image search app with Flickr 8k dataset

  Create labeled data, text processor and evaluate with Vespa python API

  Oct 26, 2021

• Vespa text-image search with PyTorch feeder

  Create, deploy and feed a text-image search app

  Oct 25, 2021

• Understanding CLIP image pipeline

  Visualize image preprocessing steps and builds a pytorch custom Dataset to map image into embedding

  Oct 22, 2021

• Explore the Flicker 8k dataset

  Visually understanding the meaning behind expert judgements

  Oct 21, 2021

• Generate images from video with imageio

  From video to frames

  Oct 20, 2021

• Multi-label classification encoding with TensorFlow

  From integers to multi-hot encoding

  Oct 18, 2021

• Create TensorFlow Dataset from TFRecord files

  Prototyping with YouTube 8M video-level features

  Oct 8, 2021

• Faster document operations with pyvespa

  Document operations such as feed, get, update and delete now use async implementation by default

  Aug 22, 2021

• Build a News recommendation app from python with Vespa

  Part 3 - Efficient use of click-through rate via parent-child relationship

  May 13, 2021

• Build sentence/paragraph level QA application from python with Vespa

  Retrieve paragraph and sentence level information with sparse and dense ranking features

  Apr 7, 2021

• Build a News recommendation app from python with Vespa

  Part 2 - From news search to news recommendation with embeddings

  Mar 8, 2021

• Build a News recommendation app from python with Vespa

  Part 1 - News search functionality

  Mar 2, 2021

• Run search engine experiments in Vespa from python

  Three ways to get started with pyvespa

  Feb 24, 2021

• Build a basic text search application from python with Vespa

  Introducing pyvespa simplified API. Build Vespa application from python with few lines of code.

  Feb 10, 2021