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Generated Knowledge prompting in LLMs

  • Generated Knowledge Prompting involves providing additional data or context to the LLM along with the query to enhance the quality of responses.
  • By feeding structured information related to the domain, such as a database schema for SQL queries, the LLM can generate more accurate and relevant results.
  • Providing schema details guides the model in constructing correct SQL syntax, converting natural language queries into actionable SQL statements.
  • Generated Knowledge Prompting is beneficial for tools enabling non-technical users to query databases, automating database interactions in chatbots, and reducing the learning curve for SQL.

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