🎊 New features on the platform

  1. Import surveys from SurveyMonkey
    • Includes import wizard source selection UI refactor
    • Dcipher Analytics appears on SurveyMonkey AppStore
    • All question types are supported.
  2. Save projects as custom templates and re-use them!
    • Supports replacing import operations in template-based projects
  3. Introduced "Zero-shot classification" operation
  4. Automated maintenance emails and stable maintenance redirection via API app status checks
  5. File storage API refactor
    • New UI for starter files + more starter files with descriptions
    • Enabled access to social datasets and exported files
    • Enabled "Export to Dcipher cloud" option without downloading files
    • Faster file-name/extension/size validation
    • Filter files by groups (uploaded, social, exported)
  6. Added Train a new model or load existing model option to Detect Topics op.
  7. Added Excel (xlsx) export option.
  8. Implemented browser notifications to notify users that all running tasks are completed.
  9. Added TikTok to social channels (only available in backend)
  10. Implemented a new operation to predict unseen relations (knowledge graph completion) from existing triples (only available in backend)

📣 Improvements

Backend

  1. Chinese tokenizer/POS/NER accuracy is increased.
  2. Unified "matches" field in Youtube responses.
  3. Re-ordered Tokenization pre&post processing options so that phrase detector runs before stopword removal
  4. Disabled LDA training logs not to slow down backend clusters
  5. Improved model name validation in Detect Topics operation

Web/App/API

  1. [App] Min-max boundaries of numeric filters are fetched faster.
  2. [Web] Display errors if reset-password fails.
  3. [Web] Limited free-trial offerings
  4. [API] Retry again if Stripe requests fail
  5. [App] Fixed displaying read-only tag collections in Text view
  6. [App] Added output field name check for all operations to disable overwriting existing columns
  7. [App] Added default values to slider components and updated their style
  8. [App] Added "id" column to aggregated datasets to be able to use them as other datasets.
  9. [App] Added compile warnings to workbenches to prevent projects fail with "Something went wrong"

🐛 Bug Fixes

  1. Prevented resetting workbenches when a filter in the middle of a global pipeline is removed.
  2. Fixed not displaying bars with label 0 in Bar chart.
  3. Fixed canceling the upload process when uploading multiple files
  4. Prevented opening settings form when clicked on tag horizontal scroll buttons in Text view
  5. Prevented triggering an error caused by using a removed field in Text view

💰 Customer Analytics

  1. Server-side tracking of Heap events

🧑🏿‍💻 Misc (DevOps / CI / CD / Refactor)

  1. Unified lifter functions in DAQL
  2. Refactored overrepresentation calculation (converted to a class implementing fit, transform)
  3. Bumped testing libraries in frontend
  4. Upgraded open-api-generator
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