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Overview
Table 1: Prompting & Schema Understanding Techniques
Table 2: RAG & Retrieval Approaches
Table 3: Query Generation & Decomposition
Table 4: Validation & Error Correction
Table 5: Advanced SQL Features
Table 6: Production & Security
Table 7: User Interaction & Experience
Table 8: Training & Model Improvement
Table 9: Evaluation & Monitoring
Table 10: Business Logic & Domain Adaptation
References
Core Text-to-SQL Frameworks & Best Practices
Academic Surveys & Comprehensive Reviews
RAG & Retrieval Approaches
Schema Linking & Understanding
Few-Shot & Prompting Techniques
Error Correction & Self-Improvement
Enterprise & Production Deployment
Evaluation Metrics & Benchmarks
Fine-Tuning & Training Data Generation
Conversational & Multi-Turn Interfaces
Confidence Estimation & Uncertainty
Security & Access Control
Semantic Caching & Query Optimization
Query Optimization & Performance
AST Parsing & Query Rewriting
Knowledge Distillation & Model Compression
Direct Preference Optimization & RLHF
Cross-Database & Transfer Learning
Monitoring & Observability
Visualization Integration
Additional Resources & Community