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https://github.com/alphasecio/langchain-decoded

A companion guide for the blog post series, LangChain Decoded.
https://github.com/alphasecio/langchain-decoded

agents callbacks chains embeddings google-colab indexes jupyter-notebook langchain llm memory models notebook openai prompts python tutorial

Last synced: 3 days ago
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A companion guide for the blog post series, LangChain Decoded.

Host: GitHub
URL: https://github.com/alphasecio/langchain-decoded
Owner: alphasecio
License: mit
Created: 2023-04-15T03:09:59.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-07-08T07:07:05.000Z (over 1 year ago)
Last Synced: 2024-05-21T05:14:23.514Z (6 months ago)
Topics: agents, callbacks, chains, embeddings, google-colab, indexes, jupyter-notebook, langchain, llm, memory, models, notebook, openai, prompts, python, tutorial
Language: Jupyter Notebook
Homepage: https://go.alphasec.io/langchain-decoded
Size: 490 KB
Stars: 139
Watchers: 6
Forks: 13
Open Issues: 0
Metadata Files:
- Readme: README.md
- Funding: .github/FUNDING.yml
- License: LICENSE

Awesome Lists containing this project

README

        # LangChain Decoded



  

    

  

  

    

  

  

    

  

  

    

  

  

    

  



A companion guide for the blog post series, [LangChain Decoded](https://alphasec.io/langchain-decoded-the-muggles-guide-to-langchain). 

[LangChain](https://langchain.readthedocs.io/en/latest/) is an open-source framework created to aid the development of applications leveraging the power of large language models (LLMs). It can be used for chatbots, text summarisation, data generation, code understanding, question answering, evaluation, and more. In this multi-part series, I explore various LangChain modules and use cases, and document my journey via Python notebooks. Feel free to follow along and fork the repository, or use individual notebooks on [Google Colab](https://colab.research.google.com).

## [Part 1: Models](notebooks/langchain_decoded_1_models.ipynb)

This notebook is an exploration of LangChain Models. Read [this post](https://alphasec.io/langchain-decoded-part-1-models) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_1_models.ipynb)

## [Part 2: Embeddings](notebooks/langchain_decoded_2_embeddings.ipynb)

This notebook is an exploration of LangChain Embeddings. Read [this post](https://alphasec.io/langchain-decoded-part-2-embeddings) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_2_embeddings.ipynb)

## [Part 3: Prompts](notebooks/langchain_decoded_3_prompts.ipynb)

This notebook is an exploration of LangChain Prompts. Read [this post](https://alphasec.io/langchain-decoded-part-3-prompts) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_3_prompts.ipynb)

## [Part 4: Indexes](notebooks/langchain_decoded_4_indexes.ipynb)

This notebook is an exploration of LangChain Indexes. Read [this post](https://alphasec.io/langchain-decoded-part-4-indexes) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_4_indexes.ipynb)

## [Part 5: Memory](notebooks/langchain_decoded_5_memory.ipynb)

This notebook is an exploration of LangChain Memory. Read [this post](https://alphasec.io/langchain-decoded-part-5-memory) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_5_memory.ipynb)

## [Part 6: Chains](notebooks/langchain_decoded_6_chains.ipynb) (coming soon)

This notebook is an exploration of LangChain Chains. Read [this post](https://alphasec.io/langchain-decoded-part-6-chains) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_6_chains.ipynb)

## [Part 7: Agents](notebooks/langchain_decoded_7_agents.ipynb) (coming soon)

This notebook is an exploration of LangChain Agents. Read [this post](https://alphasec.io/langchain-decoded-part-7-agents) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_7_agents.ipynb)

## [Part 8: Callbacks](notebooks/langchain_decoded_8_callbacks.ipynb) (coming soon)

This notebook is an exploration of LangChain Callbacks. Read [this post](https://alphasec.io/langchain-decoded-part-8-callbacks) and follow along!

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded_8_callbacks.ipynb)

## [All-in-One](notebooks/langchain_decoded.ipynb)

This notebook is a consolidation of the individual notebooks above.

[![Open In Colab](images/colab.svg)](https://colab.research.google.com/github/alphasecio/langchain-decoded/blob/main/notebooks/langchain_decoded.ipynb)