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Extract Insights From Interview Transcripts Using LLMs

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Thimble (Parse B2B Sales Calls): https://thimbleai.com/ Twitter Thimble Launch: https://twitter.com/GregKamradt/status/1650866542702387200 Code: https://github.com/gkamradt/langchain-tutorials/blob/main/data_generation/Working%20With%20Call%20or%20Video%20Transcripts.ipynb source

Use LLMs To Extract Data From Text (Expert Mode)

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Kor: https://eyurtsev.github.io/kor/tutorial.html LangChain: https://python.langchain.com/en/latest/index.html Code: https://github.com/gkamradt/langchain-tutorials/blob/main/data_generation/Expert%20Structured%20Output%20(Using%20Kor).ipynb 0:00 - Intro 0:24 - Kor Intro 0:54 - Code 1:29 - Kor Hello World 3:47 - Extract Multiple Fields 5:02 - Working with lists 6:35 - Structuring User Intent 7:59 -…

Connect OpenAI To +5,000 Tools (LangChain + Zapier)

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Zapier request: https://zapier.com/l/natural-language-actions Code: https://github.com/gkamradt/langchain-tutorials/blob/main/agents/Agents%20%2B%20ZapierToolkit.ipynb LangChain: https://langchain.readthedocs.io/en/latest/modules/utils/examples/zapier.html 0:00 - Intro 0:42 - Intro Summary 1:02 - Zapier Natural Language Actions 1:42 - Zapier Set Up 3:08 - Code 5:06 - Example #1 6:37 - Example #2 7:21 -…

Structured Output From OpenAI (Clean Dirty Data)

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Code: https://github.com/gkamradt/langchain-tutorials/blob/main/data_generation/Clean%20and%20Standardize%20Data.ipynb LangChain: https://langchain.readthedocs.io/en/latest/ 0:00 - Intro 0:40 - Preview of Output 1:34 - Code 2:20 - How To Get Structured Output 4:00 - Prompt Template 7:31 - Call OpenAI API 8:34 - Review Output 10:12 -…

OpenAI + LangChain Wrote Me 100 Custom Sales Emails

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Code: https://github.com/gkamradt/langchain-tutorials/blob/main/data_generation/Personalized%20Email%20Generation.ipynb LangChain: https://langchain.readthedocs.io/en/latest/ 0:00 - Intro 0:15 - Example Email 1:10 - Diagram Overview 1:50 - Y Combinator Start up Directory 2:26 - Code: Load HTML 4:13 - Map Reduce Overview 5:05 - Map Prompt 6:37…

LangChain 101: Working With The New ChatGPT API

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Get an early peak at some of the design choices from LangChain on how they want to handle the new ChatGPT Message Based API Code: https://github.com/gkamradt/langchain-tutorials/blob/main/chatapi/ChatAPI%20%2B%20LangChain%20Basics.ipynb 0:00 - Intro 0:49 -…

Workaround OpenAI’s Token Limit With Chain Types

Twitter: https://twitter.com/GregKamradt Newsletter: https://mail.gregkamradt.com/signup Longer Prompts w/ LangChain - Get past your model's token limit using alternative chain types Langchain documentation https://langchain.readthedocs.io/en/latest/modules/indexes/combine_docs.html Code: https://github.com/gkamradt/langchain-tutorials/blob/main/chains/Chain%20Types.ipynb 0:00 - Intro To Problem 1:07 - Diagram 1:54 - Diagram - Stuffing 3:02 -…