Step-by-step tutorials on building voice and chat AI agents using OpenAI Agents SDK, Realtime API, function calling, multi-agent orchestration, and production deployment patterns.
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Master cross-application automation with Microsoft UFO by building workflows that transfer data between Excel, Outlook, browsers, and desktop applications through coordinated multi-app sequences.
Understand Microsoft UFO's known limitations with complex UI controls, high-DPI displays, and time-sensitive interactions, along with practical workarounds and hybrid strategies for production reliability.
Learn what text-to-SQL is, how the architecture works from schema understanding to query generation, and why it is one of the most practical applications of large language models in enterprise software.
Build a complete text-to-SQL agent using GPT-4 that extracts database schemas, generates SQL queries from natural language, executes them safely, and formats results for end users.
Implement a text-to-SQL system using Anthropic's Claude API with tool use for SQL execution, multi-turn conversations, and structured output parsing for reliable database question answering.
Master the art of schema representation for text-to-SQL systems. Learn how to format CREATE TABLE statements, add column descriptions, encode foreign key relationships, and provide sample data for maximum query accuracy.
Learn how to build a robust SQL validation layer that prevents injection attacks, enforces read-only access, limits query complexity, and ensures AI-generated queries cannot damage your database.
Compare open-source text-to-SQL models including SQLCoder, NSQL, and DeFog SQLCoder. Learn how to deploy them locally, fine-tune on your schema, and evaluate accuracy against commercial alternatives.
