Today marks the beginning of Morph's second Launch Week! Over the next five days, we will introduce Morph’s hottest new features.

In this first post, we are excited to present the new LLM Component, which enables you to easily build custom dashboards powered by AI. This feature opens up endless possibilities for creating next-generation data applications, including custom AI chat and content generation.

Achieve Custom AI Applications by Simply Placing Components

Morph's LLM Component is a powerful tool for seamlessly integrating AI features into apps and dashboards through code. With Morph you can write the front-end in Markdown format and directly use the LLM Component within it. This allows developers to maintain flexibility while building custom applications powered by LLMs.

The integration of front-end and back-end codebases enables rapid deployment of advanced AI applications aligned with your business logic.

<LLM
  postData="openai-api"
  layout="chat"
  height={600}
/>

Customize Chat GPT and Claude with Python

The LLM Component allows you to work directly with popular large language models like Chat GPT and Claude, using Python for flexible customization.

Here are some examples of how this can be useful:

• Advanced Prompt Engineering: Dynamically generate prompts based on user input using Python code.
• Embedding Business Logic: Implement different responses or processes based on specific conditions in Python.
• Data Integration: Operate AI based on information retrieved from specific datasets or APIs.

Developers can take full advantage of these customizations within the Morph environment to create AI solutions tailored to their unique needs.

Stay tuned for tomorrow's announcement for further information about Python-based AI customization!

Let AI Access Your Business Data

Morph's LLM Component provides a mechanism for AI to directly reference your business data. For example, it can be used in the following scenarios:

• Database Integration: Connect to platforms like Snowflake or BigQuery, enabling AI to reference real-time business data.
• Natural Language Queries: Users can request data searches or analyses in natural language and receive results via the LLM.
• Dynamic Insights Generation: Automatically analyze past trends or statistics to propose the next actions.

This system enables new discoveries and insights in business through the power of AI.

Build the Next-Generation Dashboards by Combining Data Analysis with AI

By using the LLM Component, you can integrate data analysis and AI functionalities within a single dashboard.

Combining dynamic AI responses with static data visualizations such as graphs and tables enables the creation of next-generation data applications.

Morph aims to provide an environment where developers can build data applications and dashboards entirely through code, maximizing their creative freedom. Leverage the LLM Component to create new experiences that blend AI with data analysis!

Stay tuned for tomorrow's reveal of another exciting feature!