zilliz 0.0.1-dev.2

The Zilliz Dart project provides a Dart wrapper for the Zilliz REST API, enabling developers to interact with a Milus vector database.

Zilliz Dart Wrapper

A Dart wrapper for the Zilliz REST API, allowing you to easily integrate Zilliz into your Dart projects.

Table of Contents

• Installation
• Usage
• Examples
• Contributing
• License

Installation

Add zilliz as a dependency in your pubspec.yaml file:

dependencies:
  ...
  zilliz: ^0.0.1-dev.2

Then run flutter pub get to fetch the package.

Usage

Import the package in your Dart file:

import 'package:zilliz/zilliz.dart';

Create a new instance of the Zilliz client:

  final zilliz = Zilliz(
      zillizUrl: '[your cloud instance or other host]',
      ));

Now you can use the client to interact with the Zilliz API.

Examples

Here are a few examples demonstrating the usage of the Zilliz Dart wrapper:

Creating an object

import 'package:zilliz/zilliz.dart';

void main() async {
  // this code is not really needed, but it's a good idea to check if the API key environment variable has been set.
  final zillizApiKey = Platform.environment['OPENAI_API_KEY'];

  if (zillizApiKey == null) {
    stderr.writeln('You need to set your ZillizApiKey key in the ZILLIZ_API_KEY environment variable.');

    exit(1);
  }

  final zilliz = ZillizClient('[your cloud instance or other host]');

  // drop collection if it exists
  await zilliz.dropCollection('Question');

  // create a new collection, fields will be assigned dynamically
  await zilliz.createCollection(Collection(
    collectionName: 'Question',
    dimension: 1536,
  ));

    
  ));

  try {
    // use a json file as input documents
    final inputData = json.decode(File('jeopardy_tiny.json').readAsStringSync())
        as List<dynamic>;

    // create the objects that will be uploaded
    for (final element in inputData) {
      await zilliz.insert(
          collectionName: 'Question',
          data: element
            ..addAll({
              'vector': List.generate(1536, (index) => 0.0),
            }));
    }

    print('Objects created successfully!');
  } catch (e) {
    print('Error creating objects: $e');
  }
}

Querying objects

First you'll need a Dart object that will represent the data returned by the query.

class Question {
  final String category;
  final String question;
  final String answer;

  Question({
    required this.category,
    required this.question,
    required this.answer,
  });

  static Question fromJson(Map<String, dynamic> json) => Question(
        category: json['Category'] as String,
        question: json['Question'] as String,
        answer: json['Answer'] as String,
      );

  @override
  String toString() =>
      'Category: $category\nQuestion: $question\nAnswer: $answer';
}

Now you can submit your query using the Question class as the generic type that will be returned as a List by the query method. Be sure to list the fields needed by your class in the outputFields parameter of the method.

  final res = await zilliz.query<Question>(
    query: VectorQuery(
      collectionName: 'Question',
      filter: 'Category = "SCIENCE"',
      outputFields: ['Category', 'Question', 'Answer'],
    ),
    fromJson: Question.fromJson,
  );

  print(res);

Contributing

Contributions are welcome! If you have any suggestions, bug reports, or feature requests, please create an issue on the GitHub repository.

To contribute code, please fork the repository and create a pull request with your changes.

License

This project is licensed under the MIT License.