Table: LLM Techniques by Tools (sorted by complexity)#

TechniqueDocCode-Analyzerstt-helperTexttoolWeb HelperTalkToDocumentsAI SurveyTranslateppt-helperChart-Tool
1. Prompt-Engineering Techniques✓✓✓
2. Chunking Strategies✓✓✓
3. Structural Element Extraction✓
4. JSON Communication Protocol✓✓✓
5. Scoring Systems✓
6. Pydantic Validation✓
7. Two-Agent Architecture✓
8. Bidirectional Feedback Channel✓
9. Intent→Plan→Execute Pattern✓
10. Pattern Libraries✓
11. Controlled Code Execution✓
12. Tiktoken Integration✓
13. Use of Large Contexts (>128K)✓✓✓
14. Cascading Workflows✓
15. Multi-Agent Systems (3+ Components)✓
16. State Management✓
17. Parallel Processing✓
Σ Techniques3122123235
Backward LLM Techniques Summary Table Results and Findings Forward