Robust Text-to-SQL With LangChain: Claude 3 vs GPT-4

Rabbitmetrics · Intermediate ·🧠 Large Language Models ·2y ago
Generate advanced SQL with LLMs in seconds by building custom LangChain chains. The code used in the video can be found here: https://www.rabbitmetrics.com/chatting-with-ecommerce-data/ ▬▬▬▬▬▬ V I D E O C H A P T E R S & T I M E S T A M P S ▬▬▬▬▬▬ 0:00 The state of Chat-to-SQL 1:22 Connecting to a database (BigQuery) with LangChain 4:10 Using out-of-the-box SQL chains 6:42 Using out-of-the-box SQL agents 10:10 Managing Chat-to-SQL risk 13:02 Creating your own custom SQL chains
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Chapters (6)

The state of Chat-to-SQL
1:22 Connecting to a database (BigQuery) with LangChain
4:10 Using out-of-the-box SQL chains
6:42 Using out-of-the-box SQL agents
10:10 Managing Chat-to-SQL risk
13:02 Creating your own custom SQL chains
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