LangChain Pandas DataFrame Agent for Data Analysis

Evren Ozkip · Beginner ·🧠 Large Language Models ·2y ago

About this lesson

Today, I'll show you how to use pandas dataframe agent for data analysis and monitor an LLM app in LangSmith. 00:01 Introduction 00:54 Setup 01:23 Install libraries 02:52 Set environment variables 04:24 Load the dataframe 05:11 Create an agent 07:13 Monitor the app LangChain Tutorials ➡️ https://bit.ly/langchain-tutorials Generative AI for DS ➡️ https://bit.ly/genai-for-data-science HuggingFace Tutorials ➡️ https://bit.ly/hugging-face-tutorials Generative AI Tutorials ➡️ https://bit.ly/generative-ai-tutorials LLMs Tutorials ➡️ https://bit.ly/llm-tutorials Subscribe ➡️ https://bit.ly/subscribe-tirendazai Project files: https://github.com/TirendazAcademy/LangChain-Tutorials/tree/main/Pandas-Dataframe-Agent Medium ➡️ https://tirendazacademy.medium.com X ➡️ https://twitter.com/TirendazAcademy LinkedIn ➡️ https://www.linkedin.com/in/tirendaz-academy Hi, I am Tirendaz, PhD. I create content on generative AI & data science. My goal is to make the latest technologies understandable for everyone. Don't forget to subscribe and turn on notifications so you don't miss the latest videos. #ai #generativeai #datascience

Original Description

Today, I'll show you how to use pandas dataframe agent for data analysis and monitor an LLM app in LangSmith. 00:01 Introduction 00:54 Setup 01:23 Install libraries 02:52 Set environment variables 04:24 Load the dataframe 05:11 Create an agent 07:13 Monitor the app LangChain Tutorials ➡️ https://bit.ly/langchain-tutorials Generative AI for DS ➡️ https://bit.ly/genai-for-data-science HuggingFace Tutorials ➡️ https://bit.ly/hugging-face-tutorials Generative AI Tutorials ➡️ https://bit.ly/generative-ai-tutorials LLMs Tutorials ➡️ https://bit.ly/llm-tutorials Subscribe ➡️ https://bit.ly/subscribe-tirendazai Project files: https://github.com/TirendazAcademy/LangChain-Tutorials/tree/main/Pandas-Dataframe-Agent Medium ➡️ https://tirendazacademy.medium.com X ➡️ https://twitter.com/TirendazAcademy LinkedIn ➡️ https://www.linkedin.com/in/tirendaz-academy Hi, I am Tirendaz, PhD. I create content on generative AI & data science. My goal is to make the latest technologies understandable for everyone. Don't forget to subscribe and turn on notifications so you don't miss the latest videos. #ai #generativeai #datascience

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Chapters (7)

0:01 Introduction

0:54 Setup

1:23 Install libraries

2:52 Set environment variables

4:24 Load the dataframe

5:11 Create an agent

7:13 Monitor the app

5 Levels of AI Agents - From Simple LLM Calls to Multi-Agent Systems

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