Redefining App Development Possibilities: VIKTOR integration with Large Language Models

Text-Based Application Development: ChatGPT and VIKTOR's Perfect Compatibility

An innovative breakthrough in AI development has been achieved with ChatGPT, which has become synonymous with AI in the minds of many. This AI technology, built upon powerful Large Language Models (LLMs), has transformed the landscape of text-based applications. With ChatGPT surpassing specifically trained machine learning models, its capabilities have reached new heights.

We are incredibly fortunate with this major breakthrough as VIKTOR aligns perfectly with the advancements in AI. Being a fully text-based web application development platform, VIKTOR is poised to leverage the potential of this breakthrough. The fact that VIKTOR web apps are built entirely in Python makes it an ideal match for the current AI landscape. This is the perfect compatibility of two powerful technologies. enabling us to unlock unprecedented opportunities for innovative and efficient development.

In the past, the idea of engineer-led no-code application development seemed unattainable. But now, we are at the forefront of turning this possibility into reality while retaining the inherent advantages of low-code development.

The Rise of Engineer-led Web Application Development and the Challenge of Python Proficiency

Engineers are increasingly taking matters into their own hands by developing customized tools to automate workflows and facilitate data exchange within their organizations. To ensure widespread accessibility, these tools are often built as web applications. The choice of web applications is driven by several key advantages:

• Easy Distribution: Web apps can be easily distributed and accessed by users across different devices and platforms, making them highly accessible to everyone within the organization.
• User-Friendly and Easy to Operate: Web apps provide a user-friendly interface that simplifies interaction and operation, even for non-technical users. This enhances usability and encourages widespread adoption.
• Code Protection: By developing tools as web apps, engineers can safeguard their valuable code. It remains securely hosted on servers, reducing the risk of unauthorized access or code theft.
• Easier Maintenance with Version Control: Web applications benefit from streamlined maintenance through version control systems. Engineers can easily manage updates, track changes, and collaborate effectively, ensuring a smooth development process.
• Integration Capabilities: One of the significant advantages of web apps is their ability to integrate with various software pieces. By leveraging web technologies, engineers can create workflows that seamlessly connect different software ecosystems and enhance interoperability.

Python has emerged as the go-to language for web application development due to its versatility, extensive libraries, and robust frameworks. However, a challenge arises as only a few engineers possess Python proficiency to harness its power when transforming their projects into web applications. Acquiring the necessary level of proficiency in Python remains challenging for many engineers. Furthermore, the limited time available for learning this new skill within the demands of day-to-day projects compounds the challenge. Additionally, for a Python developer of average proficiency, it may still take considerable time to utilize the most up-to-date software development packages (SDKs), troubleshoot errors, and comprehend documentation in order to construct a highly efficient program.

Fortunately, a solution has been developed to meet these needs, allowing engineers to efficiently and quickly achieve the benefits of web apps without the complexities of Python.

Leveraging the Power of LLMs and VIKTOR: Revolutionizing Application Development

Our solution combines the power of Large Language Models (LLMs) with the extensive knowledge base of VIKTOR. leveraging the capabilities of LLMs enhances the adoption of VIKTOR in remarkable ways.

To further streamline development processes, we employ advanced prompting techniques such as few-shot learning and context searching. These techniques enable engineers to receive high-quality results, related to the product of VIKTOR. This accelerates their learning curve, development workflow and boosts productivity.

By harnessing the combined power of LLMs and VIKTOR, our solution revolutionizes the way engineers approach application development. It unlocks a treasure trove of knowledge and facilitates rapid, efficient problem-solving, allowing engineers to deliver high-quality solutions with greater ease and speed.

Our Developments Regarding LLMs Utilization for Engineering

At VIKTOR, we are continuously working on a range of initiatives to ensure that LLMs are accessible as well as helpful to engineers in various ways. These initiatives include:

• HACKTOR, App Builder: We are developing a user-friendly code builder tool within VIKTOR. This feature will simplify the process of creating Python code by VIKTOR providing intuitive interfaces, templates, and code generation capabilities. Engineers can efficiently build code snippets or even entire modules tailored to their specific needs.
• HACKTOR, documentation searcher: an additional feature to assist engineers in building apps rapidly. By clarifying the VIKTOR documentation to engineers, comparing different options, and providing steps needed to implement a specific option.
• Prompting in VIKTOR Apps: We are integrating advanced prompting capabilities of text as interface for VIKTOR apps. This exciting feature will provide contextual prompts and intelligent suggestions during the usage of the app. Which can be used to analyze and design tunnels, buildings, roads, ships and many more engineering disciplines.
• VIKTOR document reader: handle various types of documents, including tenders, engineering reports, rules, guidelines and get insights based on the provided content. This powerful tool enables engineers to upload these documents directly into the VIKTOR platform, to facilitate quick and efficient information retrieval by searching for specific information, ask questions, and receive prompt responses within seconds.
• VIKTOR hosts LLMs: To ensure seamless access and optimal performance, we are developing our own hosted LLMs within the VIKTOR platform. This will eliminate the need for engineers to set up and maintain their own LLM infrastructure, simplifying their workflow and reducing overhead costs.

Throughout these developments, we prioritize compliance with industry standards and regulations. We are committed to maintaining the highest levels of security, privacy, and data protection, ensuring that our solutions meet all necessary compliance requirements.

Interested to learn more?

It is now becoming easier than before to build engineering apps. You can build any application you can imagine on the VIKTOR platform. Automating the boring tasks with ease, so engineers can fully focus on their engineering work again. You can sign in to try building awesome apps

If you're eager to delve deeper into these exciting developments and stay updated on the latest advancements let's have a chat, you can reach me via: hacktor@viktor.ai. By doing so, you'll receive exclusive access to upcoming meet-ups, webinars, and events. This will allow you to actively engage with our team, gain valuable insights, and explore the full potential of our innovative solutions.