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clean up index

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Jason Liu
2023-11-20 14:34:49 -05:00
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docs/examples/index.md
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## Quick Links
- [Classifying Text](classification.md): Single and multi-label classification using enums.
1. [How are single and multi-label classifications done using enums?](classification.md)
2. [How is AI self-assessment implemented with `llm_validator`?](self_critique.md)
3. [How are exact citations retrieved using regular expressions and smart prompting?](exact_citations.md)
4. [How are search queries segmented through function calling and multi-task definitions?](search.md)
5. [How are knowledge graphs generated from questions?](knowledge_graph.md)
6. [How are complex queries decomposed into subqueries in a single request?](planning-tasks.md)
7. [How are entities extracted and resolved from documents?](entity_resolution.md)
8. [How are recursive schemas implemented and understood?](recursive.md)
9. [How are tables extracted automatically from textual data?](autodataframe.md)
10. [How is multi-file code generation accomplished?](gpt-engineer.md)
11. [How is Personally Identifiable Information sanitized from documents?](pii.md)
12. [How are action items and dependencies generated from transcripts?](action_items.md)
- [Self-Assessment via Validators](self_critique.md): Implement AI self-assessment with `llm_validator`.
- [Citations via Regex](exact_citations.md): Retrieve exact citations using regular expressions and smart prompting.
- [Extracting Search Queries](search.md): Segment search queries through function calling and multi-task definitions.
- [Generating Knowledge Graphs](knowledge_graph.md): Generate knowledge graphs from a question
- [Query Decomposition](planning-tasks.md): Decompose complex queries into subqueries in a single request.
- [Entity Extraction and Resolution](entity_resolution.md): Extract and resolve entities from a document.
- [Working with Recursive Schemas](recursive.md): Implement and understand recursive schemas.
- [Table Extraction from Text](autodataframe.md): Extract tables, potentially multiple, automatically from textual data.
- [Multi-File Code Generation](gpt-engineer.md): Generate multi-file programs with contents and paths.
- [PII Data Sanitization](pii.md): Extract and sanitize Personally Identifiable Information (PII) from documents.
- [Action Item and Dependency Mapping](action_items.md): Generate action items and their dependencies from transcripts.
Happy exploring!
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