Streamline Data Queries with LangChain
This course will teach you LangChain query essentials, optimizing performance for swift data retrieval, advanced techniques like nested queries, joins, and troubleshooting strategies.
What you'll learn
LangChain is a popular framework which has recently seen rapid adoption for building generative AI applications, especially for digital transformation and data-driven projects. It allows business users to interact with and retrieve data in natural language without the need for writing SQL queries. In this course, Streamline Data Queries with LangChain, you’ll gain the ability to query data using LangChain without writing any SQL. First, you’ll explore the fundamentals of LangChain queries. Next, you’ll discover advanced query techniques like query optimization, indexing, caching, joins, and aggregations. Finally, you’ll learn how to troubleshoot common query issues. When you’re finished with this course, you’ll have the skills and knowledge of LangChain needed to streamline your data queries.
Table of contents
- Understanding LangChain 1m
- Understanding LangChain "Queries" 2m
- Advantage: LangChain Queries 1m
- Demo: Enabling APIs 2m
- Demo: SQL Chain and SQL Agents 4m
- Enabling Data Transparency 1m
- Algorithms for Query Optimization 1m
- LangChain Query Optimization 1m
- Demo: Index and Caching 2m
- Parallel and Distributed Execution 1m
- Demo: Few Shot Prompting and Query Checker 3m
About the author
Ranjan Relan is a Founder/CTO of GenAI company - AgentAnalytics.com . He previously worked as AI, Data and Tech Strategy Consultant with more than 16+ years of experience in the field of Analytics which includes working on Machine Learning, Big data and Data ware housing projects. He has helped clients across Hi Tech, Telecom and Pharma domain in developing data strategy, cloud adoption strategy, analytics strategy ,solution architecture.