Google's New Generative AI Tools for Developers: MakerSuite and PaLM API
Google I/O 2023 kicked off with a slew of announcements, including new tools for developers interested in using generative AI. Google has launched two new tools: MakerSuite and PaLM API, which can be used to create generative AI applications without requiring extensive machine learning expertise.
PaLM API: Access Google's Large Language Models
PaLM API is a simple entry point for Google's large language models, which can be used for various applications. The API provides developers access to models optimized for multi-turn use cases, such as content generation and chat, and general-purpose models optimized for use cases such as summarization and classification. The models are efficient in terms of size and capabilities, and Google plans to add other models and sizes soon.
MakerSuite: A Brainstorming Tool for Developers
MakerSuite is a brainstorming tool for developers that simplifies the workflow for weekly or quarterly planning. The tool offers an endless supply of ideas and content based on what has worked with an audience in the past.
Iterate on Prompts, Augment Your Dataset, and Tune Custom Models
With MakerSuite, developers can iterate on prompts, augment their dataset with synthetic data, and easily tune custom models. When ready to move to code, MakerSuite lets developers export their prompt as code in their favorite languages and frameworks, like Python and Node.js.
Synthetic Data Generation with MakerSuite
Synthetic data generation is the process of generating artificial data that mimics real-world data. Synthetic data is artificially annotated information generated by computer algorithms or simulations. Often, synthetic data is used as a substitute when suitable real-world data is not available. MakerSuite lets developers augment their dataset with synthetic data.
Bard: A Coding and Debugging Assistant for Developers
Google also announced new capabilities for Bard, a coding and debugging assistant built on the foundation of the PaLM 2 model. Bard, which has been trained on more than 20 programming languages, allows developers to streamline coding and debugging. Additionally, Bard introduced a Dark Theme, catering to developers' preferences.
Global Accessibility and Multilingual Support for Bard
Bard has now become available in 180 countries and territories, with support for languages beyond English, including Japanese and Korean, as a move to promote global accessibility. The update extends to Adobe Firefly and Google Lens, expanding its reach and utility across various platforms and tools.
Conclusion
Google's new generative AI tools, MakerSuite and PaLM API, along with the capabilities of Bard, offer developers access to large language models, an endless supply of ideas and content, synthetic data generation, and coding and debugging assistance. With these new tools, developers can simplify their workflow and create generative AI applications without requiring extensive machine learning expertise.
Google Announces PaLM API and MakerSuite for Access to Large Language Models and AI Applications
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