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feat: Add ScyllaDB online store with vector search by zseta · Pull Request #6508 · feast-dev/feast · GitHub
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Merged
franciscojavierarceo merged 14 commits into from
Jul 8, 2026
Merged

feat: Add ScyllaDB online store with vector search #6508

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3118ac9
feat: add ScyllaDB online store with vector search
zseta Jun 12, 2026
a30364c
refactor: update integration tests to use local Docker stack
zseta Jun 18, 2026
7ef5e21
add testcontainers that support vectors
zseta Jun 18, 2026
a113fd5
fix vector support and refactor
zseta Jun 18, 2026
ec48773
docs update
zseta Jun 18, 2026
09f8d32
add support for native TTL, set local_quorum as default
zseta Jun 18, 2026
b42809e
docs fixes
zseta Jun 18, 2026
08573c6
add tests
zseta Jun 18, 2026
de1a61b
lint fix
zseta Jun 18, 2026
47c4e53
refactor: use one table for both vector and non-vector data
zseta Jun 23, 2026
6d7db1e
fix lint
zseta Jun 23, 2026
496c174
fix lint
zseta Jun 23, 2026
61f980f
Merge branch 'master' into scylladb-native-online-store
zseta Jul 8, 2026
5d2ed2f
Merge branch 'master' into scylladb-native-online-store
franciscojavierarceo Jul 8, 2026
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docs update 
Signed-off-by: Attila Toth <attila.toth@scylladb.com>
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@zseta
zseta committed Jun 18, 2026
commit ec48773703ae284af0e0f13d257229d2c6dd2cb4
5 changes: 1 addition & 4 deletions docs/reference/online-stores/scylladb.md
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Expand Up @@ -98,10 +98,7 @@ documents_fv = FeatureView(
```
{% endcode %}

When `feast apply` runs, the store creates:

- A regular feature table (`{project}_{fv_name}`) for `online_read` / `online_write_batch`.
- A vector table (`{project}_{fv_name}__{feature}_vec`) with a native `vector<float, N>` column and an HNSW ANN index.
When `feast apply` runs, the store automatically creates the necessary tables and HNSW ANN index for any feature view with vector-tagged fields.

To query the top-k most similar documents:

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