Unstructured suite
REST APIs for one-off text (Read) and image (Vision) analysis. Separate from Lake. For bulk labeled archives, use zip ingest.
| API | Host | For |
|---|---|---|
| Read | read.heimdallapp.org | Sentiment, counts, TF-IDF terms, quality scores, 64-d embedding |
| Vision | vision.heimdallapp.org | Color histograms, texture, gradients, keypoints |
Setup
- Create an account
- Unstructured API key
- First API call or the guides below
Usage shows under Usage → Data Intelligence.
Lake vs these APIs
| Approach | When |
|---|---|
| Read / Vision | Single documents, live uploads |
| Lake zip ingest | Hundreds of labeled files for training |
| Gold → ML | Deployed classifier on extracted features |