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Why Hybrid API + NL2SQL Wins: The Smart Way to Talk to Your Database

  • Hybrid approach of combining bulletproof APIs with NL2SQL is the winning strategy for effective database interaction.
  • AI alone cannot replace strong backend architecture, emphasizing the need for a Hybrid Approach.
  • Hybrid architecture blueprint consists of Frontend, Backend with traditional APIs, and an AI-assisted NL2SQL layer.
  • Backend responsibilities include schema serving, safe query execution, connection pooling, and error handling.
  • AI/NL2SQL responsibilities involve translating user intent into SQL, suggesting queries, and exploring data flexibly.
  • Smart prompt engineering example demonstrates efficient SQL query generation using NL2SQL.
  • Combining solid backend with flexible, user-friendly AI layers leads to successful production systems.
  • Hybrid approach saves from catastrophes by using traditional APIs for data filtering and sending smart prompts to AI.
  • AI-driven systems should feed knowledge to AI, not raw data, to ensure smart answers over crashes.
  • DBConvert Streams offers tools for hybrid approach implementation, with NL2SQL coming soon in the next release.

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