instructor/docs/examples/index.md

Function Calls by Example

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1. How are single and multi-label classifications done using enums?
2. How is AI self-assessment implemented with llm_validator?
3. How to do classification in batch from user provided classes.
4. How are exact citations retrieved using regular expressions and smart prompting?
5. How are search queries segmented through function calling and multi-task definitions?
6. How are knowledge graphs generated from questions?
7. How are complex queries decomposed into subqueries in a single request?
8. How are entities extracted and resolved from documents?
9. How are recursive schemas implemented and understood?
10. How is multi-file code generation accomplished?
11. How is Personally Identifiable Information sanitized from documents?
12. How are action items and dependencies generated from transcripts?
13. How to enable OpenAI's moderation
14. How to extract tables using GPT-Vision?
15. How to generate advertising copy from image inputs

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