Resources

• Prompt Engineering Overview

  https://www.youtube.com/watch?v=dOxUroR57xs

  A lecture covering the basics of prompt engineering and all the latest prompt engineering techniques. I also cover tools and applications, followed by a conclusion and future directions.

• Brex's Prompt Engineering Guide

  https://github.com/brexhq/prompt-engineering

  A comprehensive guide to prompt engineering. However may be outdated.

• DeepLearning.AI Course: ChatGPT Prompt Engineering for Developers

  https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers

  DeepLearning.AI Course: ChatGPT Prompt Engineering for Developers

• LMQL

  https://lmql.ai/

  LMQL is a tool for prompt engineering and fine-tuning language models.

• LangChain Official Documentation

  https://python.langchain.com/en/latest/index.html

  ⚡ Building applications with LLMs through composability ⚡

• VIDEO: LangChain CookBook Part 1: 7 Core Concepts

  https://youtu.be/2xxziIWmaSA

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• Accompanying Code - LangChain CookBook Part 1

  https://github.com/gkamradt/langchain-tutorials/blob/main/LangChain%20Cookbook%20Part%201%20-%20Fundamentals.ipynb

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• VIDEO: LangChain CookBook Part 2: 9 Use Cases

  https://youtu.be/vGP4pQdCocw

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• Accompanying Code - LangChain CookBook Part 2

  https://github.com/gkamradt/langchain-tutorials/blob/main/LangChain%20Cookbook%20Part%202%20-%20Use%20Cases.ipynb

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• VIDEO PLAYLIST: LangChain

  https://www.youtube.com/playlist?list=PLqZXAkvF1bPNQER9mLmDbntNfSpzdDIU5

  by Data Independent

• VIDEO PLAYLIST: Learn LangChain for building apps powered by GPT-4, 3.5 and GPT-3

  https://www.youtube.com/playlist?list=PL611FKPtL866MnlDPHvI3KwVGqCB-QJAx

  by echohive

• VIDEO: LangChain Basics Tutorial

  https://www.youtube.com/watch?v=J_0qvRt4LNk&list=PL8motc6AQftk1Bs42EW45kwYbyJ4jOdiZ

  Deep Dive

• Querying Tabular Data

  https://python.langchain.com/en/latest/use_cases/tabular.html

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• Agents

  https://python.langchain.com/en/latest/use_cases/personal_assistants.html

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• Extraction

  https://python.langchain.com/en/latest/use_cases/extraction.html

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• Question Answering over Docs

  https://python.langchain.com/en/latest/use_cases/question_answering.html

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• Code Understanding

  https://python.langchain.com/en/latest/use_cases/code.html

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• Interacting with API

  https://python.langchain.com/en/latest/use_cases/apis.html

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• awesome-langchain

  https://github.com/kyrolabs/awesome-langchain

  Awesome List for LangChain Resources

• GPT-4 & LangChain - Create a ChatGPT Chatbot for Your PDF Files

  https://github.com/mayooear/gpt4-pdf-chatbot-langchain

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• DocsGPT

  https://github.com/arc53/docsgpt

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