Abstract: Query formulation is increasingly performed by systems that need to guess a user's intent (e.g. via spoken word interfaces). But how can a user know that the computational agent is returning ...

* Query compression involves taking the user's query and the preceding conversation, then asking the LLM * to "compress" this into a single, self-contained query.

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An agent that takes a natural language query from a user, generates an SQL query, and iteratively debugs the SQL query until the original question is answered - m13v/sql_agent_llamaindex ...

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