---
title: "Discussion on \"Part 2/3: Creating a Markdown Q&A ChatBot: Chunking Documentation Using LangChain and OpenAI; then creating Embeddings\" | Hashnode"
description: "Discussion on \"Part 2/3: Creating a Markdown Q&A ChatBot: Chunking Documentation Using LangChain and OpenAI; then creating Embeddings\". In part one of this series, we downloaded the TemporalIO Java documentation and transformed it into markdown files. If you haven't checked that out, go see this post. In this part, we will focus on chunking the documentation using LangChain and OpenA..."
url: "https://hashnode.com/posts/chunk-and-embed-langchain-pinecone/64fc8e3ff2ab88f4b830a225"
---

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Discussion

# [Part 2/3: Creating a Markdown Q&A ChatBot: Chunking Documentation Using LangChain and OpenAI; then creating Embeddings](https://devlearnsai.hashnode.dev/chunk-and-embed-langchain-pinecone?utm_source=hashnode&utm_medium=feed)

In part one of this series, we downloaded the TemporalIO Java documentation and transformed it into markdown files. If you haven't checked that out, go see this post. In this part, we will focus on chunking the documentation using LangChain and OpenA...

Sep 9, 2023 · 5 min read · devlearnsai.hashnode.dev  
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-   [#langchain](https://hashnode.com/tag/langchain)
-   [#pinecone](https://hashnode.com/tag/pinecone)
-   [#openai](https://hashnode.com/tag/openai)
-   [#markdown](https://hashnode.com/tag/markdown)

## Written by

[Devin Smaldore](https://hashnode.com/@speakofthedevo)

@speakofthedevo · New York, NY

  
[View profile](https://hashnode.com/@speakofthedevo)

Software engineer that's enthusiastic about all of the latest tech. Follow me for tips, tools and tricks that I find along the way!

Hello! My name is Devin and I am a software engineer and solopreneur. I am passionate about using technology to solve problems and create innovative solutions. I share my insights and experiences in the tech industry, as well as my thoughts on the latest trends and developments in software engineering and entrepreneurship. I hope my posts can inspire and inform other developers and entrepreneurs on their journey to success.

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