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https://github.com/manangandhi1810/cloudflare-ai-dart
A dart client for using the Cloudflare Workers AI APIs
https://github.com/manangandhi1810/cloudflare-ai-dart
cloudflare cloudflare-ai dart dart-library dart-package
Last synced: 25 days ago
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A dart client for using the Cloudflare Workers AI APIs
- Host: GitHub
- URL: https://github.com/manangandhi1810/cloudflare-ai-dart
- Owner: MananGandhi1810
- License: bsd-3-clause
- Created: 2024-05-15T17:38:19.000Z (6 months ago)
- Default Branch: master
- Last Pushed: 2024-05-22T13:37:05.000Z (6 months ago)
- Last Synced: 2024-07-17T11:07:51.078Z (4 months ago)
- Topics: cloudflare, cloudflare-ai, dart, dart-library, dart-package
- Language: Dart
- Homepage: https://pub.dev/packages/cloudflare_ai
- Size: 302 KB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
Awesome Lists containing this project
README
# Cloudflare-AI-Dart
A Dart client for accessing the Cloudflare AI API.
## Features
- [x] Text Generation
- [x] Text Summarization
- [x] Image Generation
- [x] Text Classification
- [x] Language Translation
- [x] Text Chat
## Installation
Run this command:
```bash
dart pub add cloudflare_ai
```
or
Add this to your package's pubspec.yaml file:
```yaml
dependencies:
cloudflare_ai: ^1.3.5
```
## Usage
### Text Generation
```dart
import 'package:cloudflare_ai/cloudflare_ai.dart';
void main() async {
// Initialize a TextGenerationModel
TextGenerationModel model = TextGenerationModel(
accountId: "Your Account ID",
apiKey: "Your API Key",
model: TextGenerationModels.GEMMA_7B_IT,
);
// Generate Text for a prompt
TextGenerationResponse res = await model
.generateText("Write a story about a robot, living on the moon");
if (res.success && res.result != null) {
print(res.result?.response);
} else {
print(res.errors);
}
}
```
Supported Models:
- LLAMA_2_7B
- LLAMA_2_7B_INT8
- MISTRAL_7B
- CODE_LLAMA_7B
- CODE_LLAMA_2_13B
- ZEPHYR_7B
- MISTRAL_7B_AWQ_V01
- MISTRAL_7B_AWQ_V02
- OPENHERMES_MISTRAL_7B
- NEURAL_CHAT_7B
- LLAMA_GUARD_7B
- DEEPSEEK_CODER_6_7_BASE
- DEEPSEEK_CODER_6_7_INSTRUCT
- DEEPSEEK_MATH_7B_BASE
- DEEPSEEK_MATH_7B_INSTRUCT
- OPENCHAT_3_5
- PHI_2
- TINYLAMA_1_1B
- DISCOLM_GERMAN_7B
- QWEN_1_5_0_5B_CHAT
- QWEN1_5_1_8B_CHAT
- QWEN_1_5_7B_CHAT_AWQ
- QWEN_1_5_14B_CHAT_AWQ
- FALCON_7B_INSTRUCT
- GEMMA_2B_IT_LORA
- GEMMA_7B_IT
- GEMMA_7B_IT_LORA
- HERMES_2_PRO_7B
- LLAMA_2_7B_CHAT_HF_LORA
- LLAMA_3_8B_INSTRUCT
- UNA_CYBERTRON_7B_V2_BF16
- STARLING_LM_7B_BETA
- SQL_CODER_7B_2
### Text Summarization
```dart
import 'package:cloudflare_ai/cloudflare_ai.dart';
void main() async {
// Initialize a TextSummarizationModel
TextSummarizationModel model = TextSummarizationModel(
accountId: "Your Account ID",
apiKey: "Your API Key",
model: TextSummarizationModels.BART_LARGE_CNN,
);
// Summarize Text
TextSummarizationResponse res = await model.summarize(
"The quick brown fox jumps over the lazy dog",
maxLength: 10,
);
if (res.success && res.result != null) {
print(res.result?.response);
} else {
print(res.errors);
}
}
```
Supported Models:
- BART_LARGE_CNN
### Text To Image
```dart
import 'package:cloudflare_ai/cloudflare_ai.dart';
void main() async {
// Initialize a TextToImageModel
TextToImageModel model = TextToImageModel(
accountId: "Your Account ID",
apiKey: "Your API Key"
model: TextToImageModels.DREAMSHAPER_8_LCM,
);
// Generate Image from Text
TextToImageResponse res = await model.generateImage("A beautiful sunset over the ocean");
// Save Image to File
res.saveImage("sunset.jpg");
}
```
Supported Models:
- DREAMSHAPER_8_LCM
- STABLE_DIFFUSION_XL_BASE_1
- STABLE_DIFFUSION_XL_LIGHTNING
### Text Classification
```dart
import 'package:cloudflare_ai/cloudflare_ai.dart';
void main() async {
// Initialize a TextClassificationModel
TextClassificationModel model = TextClassificationModel(
accountId: "Your Account ID",
apiKey: "Your API Key"
model: TextClassificationModels.DISTILBERT_SST_2_INT8,
);
// Classify Text
TextClassificationResponse res = await model.classifyText("A beautiful sunset over the ocean");
if (res.success && res.result != null) {
print(
'Positive Confidence level: ${res.result?.positive}');
print(
'Negative Confidence level: ${res.result?.negative}');
} else {
print(res.errors);
}
}
```
Supported Models:
- DISTILBERT_SST_2_INT8
### Language Translation
```dart
import 'package:cloudflare_ai/cloudflare_ai.dart';
void main() async {
// Initialize a LanguageTranslationModel
LanguageTranslationModel model = LanguageTranslationModel(
accountId: "Your Account ID",
apiKey: "Your API Key",
model: LanguageTranslationModels.M2M100_1_2B,
);
// Translate Text
LanguageTranslationResponse res = await model.translate("A beautiful sunset over the ocean", Languages.English, Languages.French);
if (res.success && res.result != null) {
print(res.result?.response);
} else {
print(res.errors);
}
}
```
Supported Models:
- M2M100_1_2B
### Text Chat
```dart
import 'package:cloudflare_ai/cloudflare_ai.dart';
void main() async {
// Initialize a TextChatModel
TextChatModel model = TextChatModel(
accountId: "Your Account ID",
apiKey: "Your API Key",
model: TextChatModels.GEMMA_7B_IT,
);
// Load previous messages
model.loadMessages([
{
"role": "user",
"content": "Hello!",
},
{
"role": "assistant",
"content": "Hello! How may I help you?",
},
]);
// Start Chat
ChatMessage message = await model.chat("Hello");
print(message.content);
}
```
Supported Models:
Same as Text Generation Models