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Runtime-agnostic on-device text embedding pipeline for flutter_gemma: tokenization, isolate worker, pooling and normalization. Pair with an engine package for a backend.

160/ 160
pub points
11.3k
downloads

We analyzed this package 7 hours ago, and awarded it 160 pub points (of a possible 160):

Passed report section
Follow Dart file conventions
30 / 30trigger folding of the section

Passed check 10/10 points: Provide a valid pubspec.yaml

Passed check 5/5 points: Provide a valid README.md

Passed check 5/5 points: Provide a valid CHANGELOG.md

Passed check 10/10 points: Use an OSI-approved license

Detected license: MIT.

Passed report section
Provide documentation
20 / 20trigger folding of the section

Passed check 10/10 points: 20% or more of the public API has dartdoc comments

59 out of 77 API elements (76.6 %) have documentation comments.

Some symbols that are missing documentation: embedding_tokenizer.eosId, flutter_gemma_embeddings.CommonEmbeddingModel, flutter_gemma_embeddings.CommonEmbeddingModel.addCloseListener, flutter_gemma_embeddings.CommonEmbeddingModel.create, flutter_gemma_embeddings.CommonEmbeddingModel.fireCloseListeners.

Passed check 10/10 points: Package has an example

Passed report section
Platform support
20 / 20trigger folding of the section

Passed check 20/20 points: Supports 6 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

  • ✓ Android

  • ✓ iOS

  • ✓ Windows

  • ✓ Linux

  • ✓ macOS

  • ✓ Web

These issues are present but do not affect the score, because they may not originate in your package:

Package does not support platform `Android`.

Because:

  • package:flutter_gemma_embeddings/flutter_gemma_embeddings.dart that imports:
  • package:flutter_gemma_embeddings/src/common_embedding_model.dart that imports:
  • package:flutter_gemma/flutter_gemma_interface.dart that imports:
  • package:flutter_gemma/flutter_gemma_default.dart that imports:
  • package:flutter_gemma/mobile/flutter_gemma_mobile.dart that imports:
  • package:flutter_gemma/core/di/service_registry.dart that imports:
  • package:flutter_gemma/core/di/platform/mobile_service_factory.dart that imports:
  • package:flutter_gemma/core/infrastructure/background_downloader_service.dart that imports:
  • package:flutter_gemma/mobile/smart_downloader.dart that imports:
  • package:background_downloader/background_downloader.dart that imports:
  • package:background_downloader/src/widgets/transfer_progress_bar.dart that imports:
  • package:background_downloader/src/transfer.dart that imports:
  • package:background_downloader/src/task.dart that imports:
  • package:background_downloader/src/desktop/desktop_downloader.dart that imports:
  • package:background_downloader/src/desktop/isolate.dart that imports:
  • package:background_downloader/src/desktop/parallel_download_isolate.dart that imports:
  • package:background_downloader/src/chunk.dart that imports:
  • package:background_downloader/src/file_downloader.dart that imports:
  • package:background_downloader/src/uri/uri_utils.dart that imports:
  • package:background_downloader/src/native_downloader.dart that imports:
  • package:background_downloader/src/json_processor.dart that imports:
  • package:background_downloader/src/base_downloader.dart that imports:
  • package:connectivity_plus/connectivity_plus.dart that imports:
  • package:connectivity_plus/src/connectivity_plus_linux.dart that imports:
  • package:nm/nm.dart that declares support for platforms: Linux.
Package does not support platform `iOS`.

Because:

  • package:flutter_gemma_embeddings/flutter_gemma_embeddings.dart that imports:
  • package:flutter_gemma_embeddings/src/common_embedding_model.dart that imports:
  • package:flutter_gemma/flutter_gemma_interface.dart that imports:
  • package:flutter_gemma/flutter_gemma_default.dart that imports:
  • package:flutter_gemma/mobile/flutter_gemma_mobile.dart that imports:
  • package:flutter_gemma/core/di/service_registry.dart that imports:
  • package:flutter_gemma/core/di/platform/mobile_service_factory.dart that imports:
  • package:flutter_gemma/core/infrastructure/background_downloader_service.dart that imports:
  • package:flutter_gemma/mobile/smart_downloader.dart that imports:
  • package:background_downloader/background_downloader.dart that imports:
  • package:background_downloader/src/widgets/transfer_progress_bar.dart that imports:
  • package:background_downloader/src/transfer.dart that imports:
  • package:background_downloader/src/task.dart that imports:
  • package:background_downloader/src/desktop/desktop_downloader.dart that imports:
  • package:background_downloader/src/desktop/isolate.dart that imports:
  • package:background_downloader/src/desktop/parallel_download_isolate.dart that imports:
  • package:background_downloader/src/chunk.dart that imports:
  • package:background_downloader/src/file_downloader.dart that imports:
  • package:background_downloader/src/uri/uri_utils.dart that imports:
  • package:background_downloader/src/native_downloader.dart that imports:
  • package:background_downloader/src/json_processor.dart that imports:
  • package:background_downloader/src/base_downloader.dart that imports:
  • package:connectivity_plus/connectivity_plus.dart that imports:
  • package:connectivity_plus/src/connectivity_plus_linux.dart that imports:
  • package:nm/nm.dart that declares support for platforms: Linux.
Package does not support platform `Windows`.

Because:

  • package:flutter_gemma_embeddings/flutter_gemma_embeddings.dart that imports:
  • package:flutter_gemma_embeddings/src/common_embedding_model.dart that imports:
  • package:flutter_gemma/flutter_gemma_interface.dart that imports:
  • package:flutter_gemma/flutter_gemma_default.dart that imports:
  • package:flutter_gemma/mobile/flutter_gemma_mobile.dart that imports:
  • package:flutter_gemma/core/di/service_registry.dart that imports:
  • package:flutter_gemma/core/di/platform/mobile_service_factory.dart that imports:
  • package:flutter_gemma/core/infrastructure/background_downloader_service.dart that imports:
  • package:flutter_gemma/mobile/smart_downloader.dart that imports:
  • package:background_downloader/background_downloader.dart that imports:
  • package:background_downloader/src/widgets/transfer_progress_bar.dart that imports:
  • package:background_downloader/src/transfer.dart that imports:
  • package:background_downloader/src/task.dart that imports:
  • package:background_downloader/src/desktop/desktop_downloader.dart that imports:
  • package:background_downloader/src/desktop/isolate.dart that imports:
  • package:background_downloader/src/desktop/parallel_download_isolate.dart that imports:
  • package:background_downloader/src/chunk.dart that imports:
  • package:background_downloader/src/file_downloader.dart that imports:
  • package:background_downloader/src/uri/uri_utils.dart that imports:
  • package:background_downloader/src/native_downloader.dart that imports:
  • package:background_downloader/src/json_processor.dart that imports:
  • package:background_downloader/src/base_downloader.dart that imports:
  • package:connectivity_plus/connectivity_plus.dart that imports:
  • package:connectivity_plus/src/connectivity_plus_linux.dart that imports:
  • package:nm/nm.dart that declares support for platforms: Linux.
Package does not support platform `macOS`.

Because:

  • package:flutter_gemma_embeddings/flutter_gemma_embeddings.dart that imports:
  • package:flutter_gemma_embeddings/src/common_embedding_model.dart that imports:
  • package:flutter_gemma/flutter_gemma_interface.dart that imports:
  • package:flutter_gemma/flutter_gemma_default.dart that imports:
  • package:flutter_gemma/mobile/flutter_gemma_mobile.dart that imports:
  • package:flutter_gemma/core/di/service_registry.dart that imports:
  • package:flutter_gemma/core/di/platform/mobile_service_factory.dart that imports:
  • package:flutter_gemma/core/infrastructure/background_downloader_service.dart that imports:
  • package:flutter_gemma/mobile/smart_downloader.dart that imports:
  • package:background_downloader/background_downloader.dart that imports:
  • package:background_downloader/src/widgets/transfer_progress_bar.dart that imports:
  • package:background_downloader/src/transfer.dart that imports:
  • package:background_downloader/src/task.dart that imports:
  • package:background_downloader/src/desktop/desktop_downloader.dart that imports:
  • package:background_downloader/src/desktop/isolate.dart that imports:
  • package:background_downloader/src/desktop/parallel_download_isolate.dart that imports:
  • package:background_downloader/src/chunk.dart that imports:
  • package:background_downloader/src/file_downloader.dart that imports:
  • package:background_downloader/src/uri/uri_utils.dart that imports:
  • package:background_downloader/src/native_downloader.dart that imports:
  • package:background_downloader/src/json_processor.dart that imports:
  • package:background_downloader/src/base_downloader.dart that imports:
  • package:connectivity_plus/connectivity_plus.dart that imports:
  • package:connectivity_plus/src/connectivity_plus_linux.dart that imports:
  • package:nm/nm.dart that declares support for platforms: Linux.

WASM-ready: This package is compatible with runtime wasm. See https://dart.cn/web/wasm for details.

Passed report section
Pass static analysis
50 / 50trigger folding of the section

Passed check 50/50 points: code has no errors, warnings, lints, or formatting issues

Passed report section
Support up-to-date dependencies
40 / 40trigger folding of the section

Passed check 10/10 points: All of the package dependencies are supported in the latest version

Package Constraint Compatible Latest Notes
dart_sentencepiece_tokenizer ^1.4.1 1.4.1 1.4.1
flutter_gemma ^1.5.9 1.8.2 1.8.2
Transitive dependencies
Package Constraint Compatible Latest Notes
args - 2.7.0 2.7.0
async - 2.13.1 2.13.1
background_downloader - 9.6.1 9.6.1
characters - 1.4.1 1.4.1
clock - 1.1.3 1.1.3
code_assets - 1.2.1 2.0.0
collection - 1.19.1 1.19.1
connectivity_plus - 7.3.1 7.3.1
connectivity_plus_platform_interface - 2.1.0 2.1.0
cross_file - 0.3.5+5 0.3.5+5
crypto - 3.0.7 3.0.7
dbus - 0.7.15 0.7.15
decimal - 3.2.6 3.2.6
email_validator - 3.0.0 3.0.0
ffi - 2.2.0 2.2.0
file - 7.0.1 7.0.1
genai_primitives - 0.2.4 0.2.4
hooks - 2.2.0 2.2.0
http - 1.6.0 1.6.0
http_parser - 4.1.2 4.1.2
intl - 0.20.3 0.20.3
jni - 1.0.3 1.0.3
jni_flutter - 1.0.3 1.0.3
jni_util - 1.0.0 1.0.0
json_schema_builder - 0.1.7 0.1.7
large_file_handler - 0.5.2 0.5.2
logging - 1.3.0 1.3.0
material_color_utilities - 0.13.0 0.13.1
meta - 1.19.0 1.19.0
mime - 2.1.0 2.1.0
mutex - 3.1.0 3.1.0
nm - 0.5.0 0.5.0
objective_c - 9.5.0 9.6.0
package_config - 3.0.0 3.0.0
path - 1.9.1 1.9.1
path_provider - 2.1.6 2.1.6
path_provider_android - 2.3.1 2.3.1
path_provider_foundation - 2.6.0 2.6.0
path_provider_linux - 2.2.2 2.2.2
path_provider_platform_interface - 2.1.3 2.1.3
path_provider_windows - 2.3.0 2.3.0
petitparser - 7.0.2 7.0.2
platform - 3.2.0 3.2.0
plugin_platform_interface - 2.1.8 2.1.8
pub_semver - 2.2.1 2.2.1
rational - 2.2.3 2.2.3
record_use - 1.1.1 1.1.1
shared_preferences - 2.5.5 2.5.5
shared_preferences_android - 2.4.28 2.4.28
shared_preferences_foundation - 2.5.7 2.5.7
shared_preferences_linux - 2.4.1 2.4.1
shared_preferences_platform_interface - 2.4.2 2.4.2
shared_preferences_web - 2.4.3 2.4.3
shared_preferences_windows - 2.4.1 2.4.1
source_span - 1.10.2 1.10.2
string_scanner - 1.4.1 1.4.1
term_glyph - 1.2.2 1.2.2
typed_data - 1.4.0 1.4.0
vector_math - 2.4.2 2.4.2
web - 1.1.1 1.1.1
xdg_directories - 1.1.0 1.1.0
xml - 7.0.1 7.0.1
yaml - 3.1.4 3.1.4

To reproduce run dart pub outdated --no-dev-dependencies --up-to-date --no-dependency-overrides.

Passed check 10/10 points: Package supports latest stable Dart and Flutter SDKs

Passed check 20/20 points: Compatible with dependency constraint lower bounds

pub downgrade does not expose any static analysis error.

Analyzed with Pana 0.23.19, Flutter 3.47.0, Dart 3.13.0.

Check the analysis log for details.

Weekly downloads

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1
likes
160
points
11.3k
downloads

Documentation

API reference

Publisher

verified publishersashadenisov.dev

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Runtime-agnostic on-device text embedding pipeline for flutter_gemma: tokenization, isolate worker, pooling and normalization. Pair with an engine package for a backend.

Homepage
Repository (GitHub)
View/report issues

Topics

#embeddings #gemma #litert #rag #on-device

License

MIT (license)

Dependencies

dart_sentencepiece_tokenizer, flutter, flutter_gemma

More

Packages that depend on flutter_gemma_embeddings