Text-to-query agents

Text-to-Query Agents with MongoDB and LangGraph

Apoorva Joshi

Senior AI/ML Developer Advocate, MongoDB

Meet your instructor...

 

 

  • Senior AI Developer Advocate, MongoDB
  • 6+ years of Applied ML at MongoDB and Elastic

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Text-to-Query Agents with MongoDB and LangGraph

Coming up...

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  • World-leading document database
1 https://db-engines.com/en/ranking
Text-to-Query Agents with MongoDB and LangGraph

RAG and Agents

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1 Generated with GPT-4o
Text-to-Query Agents with MongoDB and LangGraph

RAG and Agents

 

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Text-to-Query Agents with MongoDB and LangGraph

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Text-to-Query Agents with MongoDB and LangGraph

MongoDB Atlas

 

  • Cluster: machinery that supports and runs the database

 

Goal → build a text-to-query agent to answer questions about a database

 

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Text-to-Query Agents with MongoDB and LangGraph

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Text-to-Query Agents with MongoDB and LangGraph

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Text-to-Query Agents with MongoDB and LangGraph

Let's practice!

Text-to-Query Agents with MongoDB and LangGraph

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