Prompt Engineering Best Practices: The experts for AI-based technologies in Munich, Bavaria and Germany
In today’s digital world, the integration of artificial intelligence (AI) into business processes and strategies has become essential. If you are looking for external support for Prompt Engineering, you have come to the right place. As an IT service company from Munich, BITS offers you first-class IT consulting, IT project management and individual software development. We have gained extensive experience working with GPT-3, 3.5 and GPT-4 based systems such as ChatGPT, the OpenAI API, Google BARD and other AI applications. In this comprehensive guide, we’ll share our best practices in prompt engineering and explain how we can help you realize the full potential of AI technologies in your organization.
What is prompt engineering and why is it important?
Prompt engineering is the art and science of creating effective and accurate queries or “prompts” to get optimal responses from AI-powered systems like GPT-4, ChatGPT, and Google BARD. By applying best practices in prompt engineering, companies can maximize the performance of their AI systems to achieve better results and ultimately drive business success.
GPT-4 and its application possibilities
GPT-4 (Generative Pre-trained Transformer 4) is one of the most advanced AI technologies that can be used for text generation, text processing and text analysis. Its ability to generate human-like responses to prompts has made it an important technology for companies looking to optimize their business processes and develop innovative solutions.
The role of ChatGPT and Google BARD in prompt engineering
ChatGPT and Google BARD are two of the most well-known applications that have been trained using “reinforcement learning with human feedback”. While ChatGPT is mainly used for conversations and customer support, Google BARD is designed to handle text summarization, machine translation, and similar word processing tasks. Both technologies benefit tremendously from effective prompt engineering to deliver optimal results.
Development of effective prompts
An effective prompt should be clear, concise, and phrased in the right context. Here are some steps you can follow to develop effective prompts:
- Understand the scope and goal of the AI application
- Avoid ambiguous or misleading wording
- Make sure that the prompt contains all the necessary information
- Experiment with different formulations and structures
- Use natural language to make the prompt understandable and engaging
Testing and validating prompts
To ensure that your prompts deliver the results you want, test and validate them thoroughly:
- Test prompts with a variety of inputs and scenarios
- Review results for accuracy and relevance
- Identify potential weaknesses or opportunities for improvement
- Repeat the testing and validation process regularly to ensure your prompts stay up to date
Iterative approach for continuous improvement
Prompt engineering is a continuous process that requires regular adjustments and improvements:
- Collect and analyze user feedback
- Identify new requirements and use cases
- Adjust your prompts accordingly to achieve continuous improvement
- Monitor the performance of your AI systems to ensure they are meeting desired outcomes
How the experts at BITS can help you
We have extensive experience in prompt engineering and working with AI technologies such as GPT-4, ChatGPT and Google BARD. We offer you:
- Expert IT consulting to determine your individual requirements
- IT project management for the implementation of AI-supported solutions
- Customized software development to optimize your business processes
- Support for the development, testing and validation of prompts
- Access to our network of AI experts and partners
Conclusion
Prompt engineering is a critical factor in realizing the full potential of AI technologies such as GPT-4, ChatGPT, and Google BARD. By applying best practices and working with an experienced IT service provider like us from Munich, you can optimize your AI-powered systems and develop innovative solutions for your business. Contact us today to find out how we can help you take advantage of prompt engineering and AI in general for your business success.
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An excerpt of our reference projects and customers
Project organization for the reduction of CO2 emissions in the IT infrastructure (IT decarbonization) at a globally known vehicle manufacturer
As part of a project to decarbonize IT at a globally renowned vehicle manufacturer, BITS GmbH was involved in the project both organizationally in project management and in IT consulting. The aim of this project was to create a more sustainable IT landscape through the use of innovative technologies and efficient processes, thus contributing to climate protection.
Migration of a Java business application to Docker as well as startup within a Kubernetes cluster
In this project, the task was to migrate a hotel management software consisting of Java backend, relational database and Angular frontend from a native server environment to a Kubernetes cluster. At the same time, the Kubernetes cluster was designed, rebuilt and commissioned.
Programming, operation and further development of the curated recruiting platform swarmscout.com for personal network recruiting
On behalf of opexxia GmbH, a consulting and implementation agency for complex operational projects in the retail sector, BITS GmbH as IT development partner implemented and successfully put into operation the Internet recruiting platform swarmscout.com.
Integration of GPT-4 (ChatGPT) via OpenAI API into an enterprise travel application for automated curated content generation.
The goal of this project was to streamline the process of creating personalized recommendations for places and experiences through the use of artificial intelligence (AI) by integrating features of GPT-4 (ChatGPT) into an enterprise web app via the OpenAI API.
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BITS organized and coordinated the relocation of the IT landscape from one data center to a new data center for a globally active corporation in the automotive industry (data center migration). The project comprised around 150 applications and 600 servers, some of which had production-relevant effects, and was supported by us over a period of 3 years.
Migration and optimization of a legacy application due to end of support and security risks as well as enhancement with new modern interfaces
The task in this project was to migrate and modernize a 20+ year old in-house development for managing technical drawings due to end of support and security risks, and to create a new GUI.
Replacement of an existing quality management software application in a subsidiary by the introduction of a web-based in-house development from the group of companies
In this project, an aging software application in the area of quality management, which was used, among other things, to process quality defects of purchased parts, was replaced by an in-house development of another subsidiary.
Introduction of two-factor authentication for a leading global provider of commercial vehicles and transport solutions
For a leading global provider of commercial vehicles and transportation solutions, BITS assisted with the implementation of two-factor authentication on an after-sales portal. BITS was responsible for the project management and architecture consulting.
