Beginners Guide to LangChain Development with Python
Unlocking LangChain: Python Primer for Beginners
Dive deep into the world of large language models (LLMs) and discover how to harness their potential through the LangChain platform. LangChain is a comprehensive framework designed for developing applications powered by large language models (LLMs). It streamlines the entire lifecycle of LLM applications, starting with development, where users can build their applications using LangChain's open-source building blocks and components. This stage is enhanced with third-party integrations and templates that help developers quickly implement robust features.
For productionization, LangChain includes LangSmith, a tool that allows developers to inspect, monitor, and evaluate their applications, ensuring continuous optimization. Finally, in the deployment phase, LangChain's LangServe turns any application into an API, facilitating easy and scalable integration into existing systems. This end-to-end framework ensures that developers can build, optimize, and deploy LLM applications with confidence and efficiency. Don't miss out on this amazing course!
Your Instructor
Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvardโs edX, Business Insider and more.
Over 12 years, Mammoth Interactive has built a global student community with 4 million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
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Start01 Introduction to LangChain - A Comprehensive Framework for LLM Applications
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Start01b Understanding LangChain for Language Model Applications
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Start02 Set up LangChain project in Jupyter Notebook with Anthropic (6:27)
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Start03 Understanding retrieval chains in LangChain
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Start04 Build a Retrieval Chain with LangChain and OpenAI (6:48)
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Start01 Build a Data Model (5:53)
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Start02 Build sample data for synthetic generation in Python (5:36)
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Start03 Build a prompt template for data generation LLM (4:31)
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Start04 Build a data generator with LangChain OpenAI Python SDK (3:17)
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Start05 Generate synthetic data with LangChain OpenAI in Colab (4:19)
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Start06 Save list to CSV in Python (9:15)
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StartSource Files