Flowz: The Path to Adaptive LLM Output

Unlock the full potential of workflow automation with our latest feature designed to elevate your experience beyond conventional task management. Building on the success of our Prompt feature for prompt engineering, Flowz gives you the ability to link LLM powered applications on the Pulze platform and therefore provides a seamless communication and collaboration between your apps.

Flowz streamlines data flow between apps, leveraging routing based on content, along with a myriad of other powerful features.

Whether you're an AI expert or a beginner, managing LLM workflows is a breeze with our user-friendly interface. The interactive diagram empowers you to craft your workflow effortlessly, connecting the apps that matter most to you. Flowz is meticulously designed to cater to your specific needs, ensuring desired results with minimal hassle.

Navigating Flowz

Dive into the Flowz experience within an app's settings, where a dedicated tab is now available to explore this groundbreaking feature. A brief introduction is displayed for understanding the basics of this feature. Below that you will find the configuration process as well as the actions.
Before jumping into it, take a moment to understand the use cases and potential that this feature provides by having a look at our example.

Prompts

At the core of the feature lies its synergy with Prompts. As elucidated in our earlier post, "Introducing customizable Prompts" in the realm of Language Models (LLMs), Generative Pre-trained Transformers (GPTs), and AI, a Prompt becomes a text-based set of instructions. These instructions, akin to predefined directives tailored for specific app use, enhance the functionality and efficiency of both Prompts and Flowz.

Embark on a journey of unparalleled automation, where Flowz seamlessly orchestrates your digital landscape, unlocking a world of possibilities in data connectivity and app collaboration. Elevate your workflow with Flowz, where responses are tailored to your desires – your way.

Let's create our first Flowz

The first time you access the feature tab you will be greeted by an empty Flowz. Note that you can always go back to this state by clicking the "Delete" or "Clear" buttons.

1. Navigate to Flowz:
   • Access the settings of the app where you want to define your Flowz.
   • Click on the Flowz tab.
2. Add the apps:
   • By clicking the 'Add app' button an empty node will be added to the diagram.
   • Select the desired app from the dropdown menu.
3. Connect the nodes:
   • By dragging from the connection points in any node, connect them to each other in the desired order
   • Keep in mind that 'Incoming request' node must always be the first and 'Output' must be the last in order to have a valid flow.
4. Analyzing Flowz:
   • Click 'Analyze' to get an overview of how your Flowz will behave and the apps it will use.
   • Verify wether it is valid or not. (More about Flowz Validation below).
5. Save:
   • Finally, save the changes.

What can it do?

In combination with Prompts, Weights, Policies and Model selection, Flowz can help the user connect and filter data through different apps, each app having different prompts, selected models that are better for certain tasks, different Weights, and other functionalities we add in the future.
On top of all of this, apps within a Flowz can have their own workflow configured unleashing an infinite number of possibilities and configurations. Imagination is the limit.

Recursion & Validation

What is Recursion?
Recursion is a programming concept where a function or process calls itself, either directly or indirectly, to solve a problem. It's a potent technique for tackling complex problems by breaking them down into smaller, more manageable tasks.

How does it affect the flow of data?
In Flowz, processes can execute a sequence of steps, and each step may involve the execution of another flow, triggering the same set of steps but for a different app.

Validation
While recursion is a powerful tool, it's important to watch out for infinite recursion, which can result in undesirable consequences and system errors. We prevent and address infinite recursion, ensuring that you cannot save an invalid recursive configuration; by this we mean, we detect cases where an execution won't stop (A > B > C > B > C > B > C...) and inform you about it.

Examples

We will create a task categorizer using three Apps together with custom Prompts. We want it to first translate our input into english, then summarize the answer into bullet points and finally assign it to different categories of tasks, so to speak.

Task Categorizer

1. Translate to English: The first app inside the process will translate the request into English. We achieve this using a prompt that translates to english.
2. Summarize: With the second app we summarize the response from the Translate to English response into bullet points.
3. Task Categorizer: This is the main app, which contains the Flowz, and which called the other two apps. Remember it will be called last.
   We have added a prompt that will take any list of tasks and split them into categories or topics.

Here's what the Flowz above will do:

Other examples

Learn More and Dive Deeper

Explore the full capabilities of Pulze.ai workflows by visiting our comprehensive Flowz documentation. Inside, you'll discover step-by-step guides, best practices, and valuable tips to enhance your AI interactions.

One step ahead

At Pulze.ai, we've harnessed the power of dynamic routing, and meticulously detailed App configuration and Prompts to craft an extraordinary feature. Flowz synergizes the best of these elements into a seamlessly unique experience that not only saves you time but also enhances responses while preventing potential issues and giving you more control over results.