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Within all AI tools, it is crucial to provide good input in order to get decent results. Typically a short string of text or code is entered to trigger the AI and get a response. Here you can find some guidance for good prompts on ChatGPT and other AI tools. Furthermore, I provide some samples of how AI tools can be integrated into the IT landscape of your business. Together with cloud engines and automation scripts, you really can get the most out of AI for powering up your business processes.
By now, we all know ChatGPT. Its user interface can be used intuitively. Check the best practice guidelines from OpenAI to make the best use of ChatGPT and related products such as Codex.
OpenAI Guidelines:
Help:
- Best practices - How to give clear and effective instructions to GPT-3 and Codex
- Text completion - learn how to generate or edit text using our models
- Code completion - explore prompt engineering for Codex
- Fine-tuning - Learn how to train a custom model for your use case
- Embeddings - learn how to search, classify, and compare text
- Moderation
- OpenAI cookbook repo - contains example code and prompts for accomplishing common tasks with the API, including Question-answering with Embeddings
A third-party website where you can find a list of good prompts is prompts.chat.
LangChain is a dynamic framework for creating language model-powered applications. It offers data-aware and agentic capabilities, modular components, and pre-assembled chains for easy start and customization.
While Microsoft has announced AI tools for its office applications, it is already possible to ChatGPT within the applications of Google workplace.
ChatGPT in Tables
ChatGPT in Docs
ChatGPT in Mail
The content management system of Notion is a great lightweight but powerful tool to structure and share content. Its free starter solution is great, and its commercial solutions for teams are even better. I recommend using Notion for managing and publishing content. Notion.so
While Notion is great for viewing information from anywhere, tools like Zappier, 8n8.io or Pabbly are great for processing data anywhere.
Together with any WordPress website, and a common file repository like OneDrive from MS Office 365, Google Drive, or Amazon ASW S3, the content management and automation solutions mentioned above can be used to implement AI-based business automation in an effective and efficient way.
While there are a lot of new AI tools being launched those days, it is good to be careful, when selecting AI tools to be installed and purchased. Especially in the Marketplaces for smartphone apps, there are a lot of questionable tools which are like scammers, just providing light access to ChatGPT for a heavy price tag.