$out / $merge work
DocumentDB refuses $out and $merge server-side. NoSqlStudio runs the prefix server-side, buffers the result, and bulk-writes to the destination collection. Same semantics, transparent to the user.
AWS DocumentDB
Atlas-grade features
No retooling
NoSqlStudio is the only IDE that fixes DocumentDB
DocumentDB speaks the MongoDB wire protocol but skips half of the operators. NoSqlStudio gives them back — $out, $merge, $search, $vectorSearch, CSFLE, time-series — without changing your application code.
O que NoSqlStudio resolve
$search runs locally
Embedded TF-IDF / BM25 index builds once over the collection. $search queries the developer writes resolve against the local index — no Atlas Search required.
$vectorSearch runs locally
Flat ANN over Float32 buffers + BYO-LLM embeddings (your AI Registry provider). No Atlas Vector Search subscription needed.
Time-series collections
Same bucket layout MongoDB 5.0+ uses internally — replicated at app level. expandedAggregate evaluates $match / $sort / $group on the expanded view.
CSFLE without DocumentDB support
Deterministic AES-256-CBC + HMAC-SHA-512 (equality queries survive) and randomised AES-256-GCM. Keys come from your KMS (Vault / AWS KMS / Azure Key Vault / GCP KMS). The DocDB server only ever sees ciphertext.
Slow queries via CloudWatch
DocumentDB strips system.profile. NoSqlStudio pulls slow-query data straight from CloudWatch Performance Insights + DescribeDBClusters for cluster topology.
Index advisor that respects DocDB
Suggestions are filtered against the DocumentDB capability map — no more "create partial filter expression" suggestions that crash at runtime.
Connection banner
Detects the flavour at connect time and shows the unsupported operators in a collapsible list at the top of every collection view.
Compatibility matrix
| Feature | DocumentDB nativo | NoSqlStudio |
|---|---|---|
| $out / $merge | ❌ server rejects | ✅ client-side fallback |
| $graphLookup | ✅ native (DocDB 4.0+) | ✅ |
| $search | ❌ | ✅ local index |
| $vectorSearch | ❌ | ✅ local ANN |
| CSFLE | ❌ | ✅ app shim |
| Time-series collections | ❌ | ✅ bucket shim |
| Change streams | ⚠️ limited | ✅ wired |
| Replica set topology | ⚠️ via CloudWatch only | ✅ DescribeDBClusters |
| Slow query log | ⚠️ CloudWatch raw | ✅ Profiler workspace |
| JSON Schema validation | ❌ ignored | ⚠️ banner explains |
| Wildcard / partial / text indexes | ❌ | ⚠️ banner explains |
Use Atlas tooling on DocumentDB
No vendor lock-in. No new SDK. Conecte na sua connection string DocumentDB e abra Tools → Multi-DB Indexes.
Download NoSqlStudio