How can a large prompt be shortened? What to do with a huge context?

To shorten a large prompt and work efficiently with a vast context, several approaches can be used:

• Highlighting key information: Focus on the most important data, removing redundant details.
• Hierarchy and structuring: Break the context into logical blocks, use lists or headings.
• Using links and abbreviations: Instead of repeating long descriptions, use links to previously described concepts.
• Context compression: Apply summarization methods or entity extraction.
• Incremental input: Pass the context in parts as needed, rather than all at once.

For example, if you have a large text, you can first generate a brief summary and then use it as a basis for the prompt.