The Need for Explainable AI in 2025
In the evolving tech landscape of 2025, the demand for transparency in artificial intelligence models is surging. As AI systems become integral to decision-making processes, it’s critical to ensure transparency and trust. **Explainable AI (XAI)** provides this transparency by offering insights into AI decisions.
Gemma API: Revolutionizing Transparency
The Gemma API acts as a bridge to understanding complex AI models. It provides tools and frameworks to make AI decisions more transparent and interpretable. By leveraging this API, developers can create AI systems that provide clear and understandable decision paths, fostering greater trust among users.
Implementing Explainable Models
Utilizing the Gemma API allows developers to implement models with integrated explanatory features. This is particularly relevant in sectors like healthcare, finance, and law, where understanding the rationale behind AI predictions is crucial. By offering explanations, AI systems can present their outcomes in a human-understandable format.
**Licode** provides an efficient platform for building AI systems with such capabilities. By using Licode, developers can ensure their AI products not only solve problems but also communicate effectively with users, enhancing interaction and trust.
What makes it special
Enhanced Transparency
Facilitates clear and understandable explanations for AI decisions, instilling confidence.
Improved User Trust
Builds stronger trust with users by providing insights into AI decision-making processes.
Sector-Specific Applications
Adapts explainable AI techniques to meet diverse sector needs, like healthcare and finance.
Building AI Products with the Gemma API
- Identify the Unique Value Proposition: Define what makes your AI product different and valuable.
- Conceptualize AI Applications: Imagine how AI can deliver that value, focusing on transparency and user trust.
- Create an Account on Licode: Use Licode to streamline your app-building process, offering necessary tools for AI development.
- Prepare Background Knowledge: Gather information that will fuel your AI's decision-making capabilities, such as data files and web content.
- Choose and Integrate LLM: Select a Large Language Model that fits your product's needs and upload your knowledge base.
- Develop the Interface: Craft an intuitive user interface that clearly displays AI decisions and explanations.
- Add Value-Driven Features: Implement features that enhance user interaction, like interactive data visualizations or reporting tools.
- Go to Market: Market your product with a focus on its transparency and reliability.
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Enable AI in your app
Licode comes with built-in AI infrastructure that allows you to easily craft a prompt, and use any Large Lanaguage Model (LLM) like Google Gemini, OpenAI GPTs, and Anthropic Claude.
Supply knowledge to your model
Licode's built-in RAG (Retrieval-Augmented Generation) system helps your models understand a vast amount of knowledge with minimal resource usage.
Build your AI app's interface
Licode offers a library of pre-built UI components from text & images to form inputs, charts, tables, and AI interactions. Ship your AI-powered app with a great UI fast.
Authenticate and manage users
Launch your AI-powered app with sign-up and log in pages out of the box. Set private pages for authenticated users only.
Monetize your app
Licode provides a built-in Subscriptions and AI Credits billing system. Create different subscription plans and set the amount of credits you want to charge for AI Usage.
Accept payments with Stripe
Licode makes it easy for you to integrate Stripe in your app. Start earning and grow revenue for your business.
Create custom actions
Give your app logic with Licode Actions. Perform database operations, AI interactions, and third-party integrations.
Store data in the database
Simply create data tables in a secure Licode database. Empower your AI app with data. Save data easily without any hassle.
Publish and launch
Just one click and your AI app will be online for all devices. Share it with your team, clients or customers. Update and iterate easily.
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Don't take our word for it
I've built with various AI tools and have found Licode to be the most efficient and user-friendly solution. In a world where only 51% of women currently integrate AI into their professional lives, Licode has empowered me to create innovative tools in record time that are transforming the workplace experience for women across Australia.
- Cheyanne Carter
Founder @ Divergent Education
Licode has made building micro tools like my YouTube Summarizer incredibly easy. I've seen a huge boost in user engagement and conversions since launching it. I don't have to worry about my dev resource and any backend hassle.
- Andre Dean Smith
Founder @ ScreenApp.io