Don't use 32 bit for big objects error

[mirkancal]

Is there an existing issue?

• I have searched existing issues

Build info

• objectbox version: [e.g. 2.3.1]
• Flutter/Dart version: [e.g. 3.1.0, see flutter --version or dart --version]
• Build OS: [e.g. Ubuntu 22.04 | Windows 11 | macOS 10.16 ]
• Deployment OS or device: iPhone 16 pro emulator with iOS 18

Steps to reproduce

TODO Tell us exactly how to reproduce the problem.

There's an example app throws that error: https://github.com/alfredobs97/gem_notes

Expected behavior

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Actual behavior

TODO Tell us what actually happens.

Code

TODO Add a code example to help us reproduce your problem.

Code

[Paste your code here]

Logs, stack traces

TODO Add relevant logs, a stack trace or crash report.

Logs

[ERROR:flutter/runtime/dart_vm_initializer.cc(41)] Unhandled Exception: StorageException: Do not use vector-based find on 32 bit systems with big objects (OBX_ERROR code 10098)

I'll add more logs and clean up the description, trying few things at the moment. it was discussed on langchain.dart discord and also under this issue: #94 (comment)

[greenrobot]

@mirkancal Do you have a calling stack?

[mirkancal]

@greenrobot it's a simple app and all i see this warning below. Is there any example app that I can try vector search?

Connecting to VM Service at ws://127.0.0.1:9753/1sYAGR20GYs=/ws
Connected to the VM Service.
[+22462 ms] [ERROR:flutter/runtime/dart_vm_initializer.cc(41)] Unhandled Exception: StorageException: Do not use vector-based find on 32 bit systems with big objects (OBX_ERROR code 10098)
          #0      ObjectBoxNativeError.throwMapped (package:objectbox/src/native/bindings/helpers.dart:99:11)
          #1      throwLatestNativeError (package:objectbox/src/native/bindings/helpers.dart:54:48)
          #2      checkObxPtr (package:objectbox/src/native/bindings/helpers.dart:31:5)
          #3      Query.findWithScores (package:objectbox/src/native/query/query.dart:1185:23)
          #4      BaseObjectBoxVectorStore.similaritySearchByVectorWithScores (package:langchain_community/src/vector_stores/objectbox/base_objectbox.dart:110:50)
          #5      VectorStore.similaritySearchWithScores (package:langchain_core/src/vector_stores/base.dart:120:12)
          <asynchronous suspension>
          #6      VectorStore.similaritySearch (package:langchain_core/src/vector_stores/base.dart:81:28)
          <asynchronous suspension>
          #7      Runnable.stream (package:langchain_core/src/runnables/runnable.dart:2<…>

[greenrobot-team]

Edited original post to add this was run on an iPhone simulator. Which is also where I'll try to reproduce.

[greenrobot-team]

Tested the linked app on an iOS 17 (so not 18) simulator on an Intel Mac and it works as expected.

@mirkancal What Mac and macOS version are you using to run this?

As for vector search, there is a simple example available. See also the blog post. I'm not aware of a Retrieval-augmented generation (RAG) demo app though.

[mirkancal]

@greenrobot-team thank you for checking this out. I'm on apple silicone, specifically 16inch - m1 max with with 15.0.1

[greenrobot-team]

Thanks! Actually I overlooked that this happens when running a query, not when creating a store. I'll have another look.

[davidmigloz]

I managed to reproduce the issue in the gem_notes using both a simulator (iPhone 16 Pro) and a real device (iPhone 12), and with OpenAI embeddings (1536 dimensions) and Google AI embeddings (768 dimensions).

[ArachnaDigitalLtd]

Getting the same issue here on both simulator and physical iOS devices:

[ERROR:flutter/runtime/dart_vm_initializer.cc(40)] Unhandled Exception: StorageException: Do not use vector-based find on 32 bit systems with big objects (OBX_ERROR code 10098)
#0 ObjectBoxNativeError.throwMapped (package:objectbox/src/native/bindings/helpers.dart:99:11)
#1 throwLatestNativeError (package:objectbox/src/native/bindings/helpers.dart:54:48)
#2 checkObxPtr (package:objectbox/src/native/bindings/helpers.dart:31:5)
#3 Query.findWithScores (package:objectbox/src/native/query/query.dart:1185:23)
#4 searchByEmbedding (package:arachna_myspeechpal/custom_code/actions/search_by_embedding.dart:24:25)
#5 _HomePageWidgetState.build... (package:arachna_myspeechpal/src/home/home_page/home_page_widget.dart:208:68)

Checked all build settings in XCode and it is excluding 32 bit. Running OpenAI 1536 and tried Gemini 768, still same issue.

Android works perfectly well.

Running on MacBook Air M2 8GB

Offending code:

@entity()
class Locations {
@id()
int id = 0;
String? name;
@HnswIndex(dimensions: 1536)
@Property(type: PropertyType.floatVector)
List? nameEmbedding;
Locations(this.name, this.nameEmbedding);
}

@entity()
class People {
// Updated to People (plural)
@id()
int id = 0;
String? name;
@HnswIndex(dimensions: 1536)
@Property(type: PropertyType.floatVector)
List? nameEmbedding;
People(this.name, this.nameEmbedding);
}

Future<List?> searchByEmbedding(
List templateEmbedding) async {
final box = ObjectBox.instance.peopleBox;
final query = box
.query(People_.nameEmbedding.nearestNeighborsF32(templateEmbedding, 9))
.build();

final results = query.findWithScores();

final double scoreThreshold = 0.3;

List peopleDataList = results.map((result) {
return PeopleDataStruct(
id: result.object.id,
name: result.object.name,
nameEmbedding: result.object.nameEmbedding,
score: result.score,
);
}).where((result) {
return result.score < scoreThreshold;
}).toList();

FFAppState().peopleData = peopleDataList;
}

[greenrobot-team]

Thanks for the details! I could reproduce this and a fix is completed and will be included in the next release.

[greenrobot-team]

Release 4.0.3 is available which fixes this issue.

To update to this release, for a Flutter project run flutter pub upgrade or for a Dart Native project dart pub upgrade.