Assembling AI: The Illusion of Simplicity

The Union

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1y ago 30:35

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Building your own GenAI system and app requires a deep understanding of the rapidly evolving technology and the complexities involved. It is not as simple as building traditional web or mobile apps. GenAI is constantly changing, with new models and updates being released frequently. This means that the frameworks, behaviors, and APIs used to interact with the models can change rapidly, requiring constant maintenance and upgrades. Additionally, the process of ingesting and understanding data, especially unstructured data like images and PDFs, is more complex than it seems. Assuming that maintaining the infrastructure and quality of GenAI apps is similar to your existing projects can lead to expensive costs and time-consuming maintenance cycles. Using a platform like Krista can provide the necessary tools and expertise to handle these complexities and allow businesses to focus on solving their specific business problems instead of maintaining a custom-built solution.

Takeaways

· Building your own GenAI system and app is not as simple as building traditional web or mobile apps.

· GenAI technology is rapidly evolving, with new models and updates being released frequently.

· The frameworks and APIs used to interact with the models can change rapidly, requiring constant maintenance and upgrades.

· Ingesting and understanding unstructured data, like images and PDFs, is more complex than it seems.

· Using a platform like Krista can provide the necessary tools and expertise to handle the complexities of building GenAI apps and automations.

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#Tech #Automation #Hyperautomation #Machine Learning #Artificial Intelligence #Krista #Aipaas #Ipaas #Orchestral #Conversational AI