LangChain In Action: Voice of Customer Modeling With Zapier

In this video, we are going to use LangChain to automate a marketing tactic pioneered by Jay Abraham. We're going to use OpenAI for language modeling, Hugging Face embeddings, and Zapier Natural Language Actions to send personalized emails.

The data used in the video is available here

https://cseweb.ucsd.edu/~jmcauley/datasets/amazon_v2/

The code for the video is available here:

https://github.com/rabbitmetrics/voice-of-customer/

Jay Abraham's video is available here:

https://www.youtube.com/watch?v=HVFVTZPdhaU

The mailgun domain verification guide is available here

https://help.mailgun.com/hc/en-us/articles/360026833053-Domain-Verification-Walkthrough

▬▬▬▬▬▬ 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 Introduction and overview

2:00 Extracting the data into Pandas dataframes

2:50 Loading data to Pinecone with metadata and doing filtered vector similarity search in Langchain

3:52 Summarizing data and writing Facebook ad copy

5:50 Sending out personalized emails with LangChain and Zapier

Видео LangChain In Action: Voice of Customer Modeling With Zapier канала Rabbitmetrics