Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

https://github.com/gkamradt/langchain-tutorials

Overview and tutorial of the LangChain Library
https://github.com/gkamradt/langchain-tutorials

Last synced: 25 days ago
JSON representation

Overview and tutorial of the LangChain Library

Host: GitHub
URL: https://github.com/gkamradt/langchain-tutorials
Owner: gkamradt
Created: 2023-02-13T18:24:18.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2024-08-05T09:18:46.000Z (3 months ago)
Last Synced: 2024-09-30T18:40:46.928Z (about 1 month ago)
Language: Jupyter Notebook
Size: 42.2 MB
Stars: 6,670
Watchers: 107
Forks: 1,931
Open Issues: 14
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

awesome-generative-ai-guide - Langchain Tutorials
my-awesome - gkamradt/langchain-tutorials - 08 star:6.7k fork:1.9k Overview and tutorial of the LangChain Library (Jupyter Notebook)
awesome-langchain - Langchain Tutorials - tutorials?style=social) (Learn / Notebooks)
awesome-langchain-zh - DataIndependent 教程
jimsghstars - gkamradt/langchain-tutorials - Overview and tutorial of the LangChain Library (Jupyter Notebook)
awesome-ai-engineering-reads - Langchain Tutorials

README

        # Learn LangChain

Overview, Tutorial, and Examples of [LangChain](https://langchain.readthedocs.io/en/latest/)

See the accompanying tutorials on [YouTube](https://www.youtube.com/channel/UCyR2Ct3pDOeZSRyZH5hPO-Q)

If you want to get updated when new tutorials are out, get them [delivered to your inbox](https://prodigious-knitter-7293.ck.page/3bd9b7cea6)

If you're new to Jupyter Notebooks or Colab, check out [this video](https://www.youtube.com/watch?v=HW29067qVWk)

### **New To LangChain?**

Recommended Learning Path:

1. LangChain CookBook Part 1: 7 Core Concepts - [Code](https://github.com/gkamradt/langchain-tutorials/blob/main/LangChain%20Cookbook%20Part%201%20-%20Fundamentals.ipynb), [Video](https://youtu.be/2xxziIWmaSA)

2. LangChain CookBook Part 2: 9 Use Cases - [Code](https://github.com/gkamradt/langchain-tutorials/blob/main/LangChain%20Cookbook%20Part%202%20-%20Use%20Cases.ipynb), [Video](https://youtu.be/vGP4pQdCocw)

3. Explore the projects below and jump into the deep dives

Prompt Engineering (my favorite resources):

1. [Prompt Engineering Overview](https://www.youtube.com/watch?v=dOxUroR57xs) by [Elvis Saravia](https://twitter.com/omarsar0)

2. [ChatGPT Prompt Engineering for Developers](https://www.deeplearning.ai/short-courses/chatgpt-prompt-engineering-for-developers/) - Prompt engineering basics straight from OpenAI

3. [Brex's Prompt Engineering Guide](https://github.com/brexhq/prompt-engineering)

## 🤖 **Project Gallery**

🐇 Beginner = Entry level projects to practice LangChain

🐒 Intermediate = In depth use of LangChain

🦈 Advanced = Advanced or custom implementations of LangChain

### **📝 Summarization** - *Deep Dive: [Code](https://github.com/gkamradt/langchain-tutorials/blob/main/data_generation/5%20Levels%20Of%20Summarization%20-%20Novice%20To%20Expert.ipynb), [Video](https://youtu.be/qaPMdcCqtWk)*

| Project    | Contact | Difficulty | Open Sourced? |  Notes | 

| - | ----------- | ---------- | :-: | ---------- |

| [SummarizePaper.com](https://www.summarizepaper.com/)      | Quentin Kral       | 🐒 Intermediate | ✅ [Code](https://github.com/summarizepaper/summarizepaper) | Summarize arXiv papers | 




### ❓ Question and Answering Over Documents

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| [ChatPDF](https://github.com/akshata29/chatpdf)      | [Ashish Talati](https://github.com/akshata29)       | 🐒 Intermediate | ✅ [Code](https://github.com/akshata29/chatpdf) | Chat and Ask on your own data | 




### **📦 Extraction**

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| [Kor](https://eyurtsev.github.io/kor/)      | [Eugene Yurtsev](https://twitter.com/veryboldbagel)       | 🐒 Intermediate | ✅ [Code](https://github.com/eyurtsev/kor) | This is a half-baked prototype that “helps” you extract structured data from text using large language models (LLMs) 🧩. | 

| [OpeningAttributes](https://twitter.com/GregKamradt/status/1643027796850253824)      | [@gregkamradt](https://twitter.com/GregKamradt)       | 🐇 Beginner | ✅ [Code](https://github.com/gkamradt/langchain-tutorials/blob/main/data_generation/Expert%20Structured%20Output%20(Using%20Kor).ipynb) | Extract technologies & tools from job descriptions | 




### **🔍 Evaluation** 

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| [Auto-Evaluator](https://autoevaluator.langchain.com/)      | [@RLanceMartin](https://twitter.com/RLanceMartin)       | 🦈 Advanced | ✅ [Code](https://github.com/langchain-ai/auto-evaluator) | Evaluate Q&A Chains | 




### **📊 Querying Tabular Data** 

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| TBD | | | | | 




### **💻 Code Understanding**

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| TBD | | | | | 




### **🌐 Interacting with APIs**

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| TBD | | | | | 




### **💬 Chatbots**

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| [LangChain ChatBot](https://github.com/Haste171/langchain-chatbot)      | [David Peterson](https://github.com/Haste171)       | 🐒 Intermediate | ✅ [Code](https://github.com/Haste171/langchain-chatbot) | Input your PDF documents and analyze, ask questions, or do calculations on the data. |




### **🤖 Agents**

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| [Agents Via Vocode](https://twitter.com/vocodehq/status/1653104377010483201)      | [@vocode](https://twitter.com/vocodehq)       | 🐒 Intermediate | ✅ [Code](https://github.com/vocodedev/vocode-python) | Agents making phone calls to order pizza |

| [NexusGPT](https://twitter.com/achammah1/status/1649482899253501958?s=20)      | [@achammah1](https://twitter.com/achammah1)       | 🐒 Intermediate | | AI Freelancer Platform. [Discord](https://discord.gg/Tttk8z9U5x) | 

### **👽 Other 👽**

| Project      | Contact | Difficulty | Open Sourced? |  Notes | 

| ----------- | ----------- | ---------- | :-: | ---------- |

| [Slack-GPT](https://github.com/martinseanhunt/slack-gpt)      | [@martinseanhunt](https://twitter.com/martinseanhunt)       | 🐒 Intermediate | ✅ [Code](https://github.com/martinseanhunt/slack-gpt) | A simple starter for a Slack app / chatbot that uses the Bolt.js Slack app framework, Langchain, openAI and a Pinecone vectorstore to provide LLM generated answers to user questions based on a custom data set. | 

## 💁 Contributing

As an open-source project in a rapidly developing field, we are extremely open to contributions, whether it be in the form of updating code, better documentation, or project to feature.

Submit a PR with notes.

This repo and series is provided by [DataIndependent](https://dataindependent.com/) and run by [Greg Kamradt](https://twitter.com/GregKamradt)