Transform Your Data Analytics with Dataherald: The Ultimate Natural Language-to-SQL API

About dataherald

Dataherald is a cutting-edge Natural Language-to-SQL API that transforms how users interact with their databases. This innovative tool allows users to convert text queries into SQL commands effortlessly, making data analytics more accessible and efficient. With the impending sunset of the hosted version on June 30th, 2024, users are encouraged to explore the open-source version, which promises to maintain the same high standards of performance.

Key Features and Benefits

1. Dataherald's API can be embedded into your product in just minutes. With only a few lines of code, you can unlock the power of text-to-SQL from your existing database, enhancing your application's functionality without extensive development time.

2. The platform employs state-of-the-art agents that deliver exceptional accuracy in SQL generation. By combining custom agents with fine-tuning and built-in evaluation, Dataherald ensures that users receive fast and reliable text-to-SQL performance.

3. Users can create a semantic layer from their existing resources, injecting context directly into tables, columns, or entire databases. This feature allows for a more nuanced understanding of data, tailored to specific business needs.

4. Built by developers for developers, Dataherald provides an admin console that allows users to configure and monitor every query, model, and fine-tuning process. This level of control ensures that developers can optimize performance according to their unique requirements.

5. The open-source version of Dataherald allows users to start building without any strings attached. With over 100 deployments and a growing community, users can collaborate and share insights, enhancing their experience and capabilities.

6. Dataherald supports fine-tuning with both GPT-3.5 and GPT-4, enabling users to improve accuracy and reduce latency. This adaptability ensures that the tool evolves alongside user needs and technological advancements.

7. For self-serve users, Dataherald offers a flexible pricing model where you only pay for what you use. This eliminates minimum fees and allows businesses to scale their usage according to their specific needs.

8. Enhance agent performance by fine-tuning on synthetic data. This feature allows for improved model training, leading to better overall performance in real-world applications.

Dataherald stands out as a powerful solution for businesses looking to streamline their data analytics processes. With its robust features and user-friendly design, it caters to developers and organizations seeking to leverage natural language processing for SQL generation. Whether you are looking to integrate it into your existing data stack or explore the open-source community, Dataherald offers a comprehensive solution that meets the demands of modern data analytics.

List of dataherald features

• Natural language-to-SQL API
• Embed Text-to-SQL
• Instant deployment
• State-of-the-art accuracy
• Custom agent configuration
• Semantic layer creation
• Built-in evaluator
• Admin console monitoring
• Open source availability
• Fine-tuning support
• Usage-based pricing
• Synthetic data generation