llm_toolkit 0.0.4
llm_toolkit: ^0.0.4 copied to clipboard

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A comprehensive Flutter SDK for running Large Language Models (LLMs) locally on mobile and desktop devices. Supports multiple inference engines including Gemma (TFLite) and Llama (GGUF) with integrate [...]

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We analyzed this package 3 hours ago, and awarded it 110 pub points (of a possible 160):

Follow Dart file conventions

20 / 30

0/10 points: Provide a valid `pubspec.yaml`

The package description is too long.

Search engines display only the first part of the description. Try to keep the value of the description field in your package's pubspec.yaml file between 60 and 180 characters.

5/5 points: Provide a valid `README.md`

5/5 points: Provide a valid `CHANGELOG.md`

10/10 points: Use an OSI-approved license

Detected license: MIT.

Provide documentation

10 / 20

0/10 points: 20% or more of the public API has dartdoc comments

26 out of 178 API elements (14.6 %) have documentation comments.

Providing good documentation for libraries, classes, functions, and other API elements improves code readability and helps developers find and use your API. Document at least 20% of the public API elements.

To highlight public API members missing documentation consider enabling the public_member_api_docs lint.

Some symbols that are missing documentation: llm_toolkit, llm_toolkit.BaseModelProvider, llm_toolkit.BaseModelProvider.BaseModelProvider.new, llm_toolkit.BaseModelProvider.downloadModel, llm_toolkit.BaseModelProvider.getModelDetails.

10/10 points: Package has an example

Platform support

20 / 20

20/20 points: Supports 2 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

✓ Android
✓ iOS

These platforms are not supported:

Package does not support platform `Windows`.

Because:

package:llm_toolkit/llm_toolkit.dart that imports:
package:flutter_gemma/pigeon.g.dart that declares support for platforms: Android, iOS, Web.

Package does not support platform `Linux`.

Because:

package:llm_toolkit/llm_toolkit.dart that imports:
package:flutter_gemma/pigeon.g.dart that declares support for platforms: Android, iOS, Web.

Package does not support platform `macOS`.

Because:

package:llm_toolkit/llm_toolkit.dart that imports:
package:flutter_gemma/pigeon.g.dart that declares support for platforms: Android, iOS, Web.

Package does not support platform `Web`.

Because:

package:llm_toolkit/llm_toolkit.dart that imports:
package:llm_toolkit/src/core/providers/huggingface/hf_provider.dart that imports:
package:path_provider/path_provider.dart that declares support for platforms: Android, iOS, Windows, Linux, macOS.

Pass static analysis

30 / 50

30/50 points: code has no errors, warnings, lints, or formatting issues

Found 226 issues. Showing the first 2:

WARNING: The value of the field '_fft' isn't used.

lib/src/core/inference/tflite_asr_engine.dart:46:12

   ╷
46 │   late FFT _fft;
   │            ^^^^
   ╵

To reproduce make sure you are using the lints_core and run flutter analyze lib/src/core/inference/tflite_asr_engine.dart

WARNING: The value of the field '_melFilterBank' isn't used.

lib/src/core/inference/tflite_asr_engine.dart:47:27

   ╷
47 │   late List<List<double>> _melFilterBank;
   │                           ^^^^^^^^^^^^^^
   ╵

To reproduce make sure you are using the lints_core and run flutter analyze lib/src/core/inference/tflite_asr_engine.dart

Support up-to-date dependencies

30 / 40

0/10 points: All of the package dependencies are supported in the latest version

Package	Constraint	Compatible	Latest
`collection`	`^1.17.0`	1.19.1	1.19.1
`crypto`	`^3.0.3`	3.0.7	3.0.7
`dio`	`^5.8.0`	5.9.0	5.9.0
`fftea`	`^1.0.0`	1.5.0+1	1.5.0+1
`flutter_gemma`	`^0.9.0`	0.9.0	0.11.15
`http`	`^1.1.0`	1.6.0	1.6.0
`json_annotation`	`^4.8.1`	4.9.0	4.9.0
`llama_cpp_dart`	`^0.0.9`	0.0.9	0.2.1
`objectbox`	`^4.3.0`	4.3.1	5.1.0
`objectbox_flutter_libs`	`^4.3.0`	4.3.1	5.1.0
`path`	`^1.8.3`	1.9.1	1.9.1
`path_provider`	`^2.1.1`	2.1.5	2.1.5
`record`	`^6.0.0`	6.1.2	6.1.2
`tflite_flutter`	`^0.11.0`	0.11.0	0.12.1

Transitive dependencies

Package	Constraint	Compatible	Latest
`async`	-	2.13.0	2.13.0
`boolean_selector`	-	2.1.2	2.1.2
`characters`	-	1.4.0	1.4.1
`dio_web_adapter`	-	2.1.1	2.1.1
`ffi`	-	2.1.4	2.1.4
`file`	-	7.0.1	7.0.1
`fixnum`	-	1.1.1	1.1.1
`flat_buffers`	-	23.5.26	25.9.23
`http_parser`	-	4.1.2	4.1.2
`large_file_handler`	-	0.3.1	0.3.1
`matcher`	-	0.12.18	0.12.18
`material_color_utilities`	-	0.11.1	0.13.0
`meta`	-	1.17.0	1.17.0
`mime`	-	2.0.0	2.0.0
`path_provider_android`	-	2.2.22	2.2.22
`path_provider_foundation`	-	2.5.1	2.5.1
`path_provider_linux`	-	2.2.1	2.2.1
`path_provider_platform_interface`	-	2.1.2	2.1.2
`path_provider_windows`	-	2.3.0	2.3.0
`platform`	-	3.1.6	3.1.6
`plugin_platform_interface`	-	2.1.8	2.1.8
`quiver`	-	3.2.2	3.2.2
`record_android`	-	1.4.5	1.4.5
`record_ios`	-	1.1.5	1.1.5
`record_linux`	-	1.2.1	1.2.1
`record_macos`	-	1.1.2	1.1.2
`record_platform_interface`	-	1.4.0	1.4.0
`record_web`	-	1.2.2	1.2.2
`record_windows`	-	1.0.7	1.0.7
`shared_preferences`	-	2.5.4	2.5.4
`shared_preferences_android`	-	2.4.18	2.4.18
`shared_preferences_foundation`	-	2.5.6	2.5.6
`shared_preferences_linux`	-	2.4.1	2.4.1
`shared_preferences_platform_interface`	-	2.4.1	2.4.1
`shared_preferences_web`	-	2.4.3	2.4.3
`shared_preferences_windows`	-	2.4.1	2.4.1
`source_span`	-	1.10.1	1.10.1
`stack_trace`	-	1.12.1	1.12.1
`stream_channel`	-	2.1.4	2.1.4
`string_scanner`	-	1.4.1	1.4.1
`term_glyph`	-	1.2.2	1.2.2
`test_api`	-	0.7.8	0.7.8
`typed_data`	-	1.4.0	1.4.0
`typed_isolate`	-	6.0.0	6.0.0
`uuid`	-	4.5.2	4.5.2
`vector_math`	-	2.2.0	2.2.0
`web`	-	1.1.1	1.1.1
`xdg_directories`	-	1.1.0	1.1.0

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

Found 5 issues. Showing the first 2:

The constraint `^0.9.0` on flutter_gemma does not support the stable version `0.10.0`.

Try running dart pub upgrade --major-versions flutter_gemma to update the constraint.

The constraint `^0.0.9` on llama_cpp_dart does not support the stable version `0.1.0`.

Try running dart pub upgrade --major-versions llama_cpp_dart to update the constraint.

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

20/20 points: Compatible with dependency constraint lower bounds

pub downgrade does not expose any static analysis error.

Analyzed with Pana 0.23.3, Flutter 3.38.4, Dart 3.10.3.

Check the analysis log for details.

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llm_toolkit 0.0.4 llm_toolkit: ^0.0.4 copied to clipboard

Metadata

0/10 points: Provide a valid pubspec.yaml

5/5 points: Provide a valid README.md

5/5 points: Provide a valid CHANGELOG.md

10/10 points: Use an OSI-approved license

0/10 points: 20% or more of the public API has dartdoc comments

10/10 points: Package has an example

20/20 points: Supports 2 of 6 possible platforms (iOS, Android, Web, Windows, macOS, Linux)

30/50 points: code has no errors, warnings, lints, or formatting issues

0/10 points: All of the package dependencies are supported in the latest version

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

20/20 points: Compatible with dependency constraint lower bounds

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llm_toolkit 0.0.4
llm_toolkit: ^0.0.4 copied to clipboard

0/10 points: Provide a valid `pubspec.yaml`

5/5 points: Provide a valid `README.md`

5/5 points: Provide a valid `CHANGELOG.md`