Unlock the Secrets of Pinecone & LangChain (2024)!

Описание: **Description**:
In this video, we'll embark on a thrilling journey to build your own Q&A chatbot or chat application armed with the power of OpenAI, Pinecone, and LangChain! No prior coding experience? Fear not! We'll break down the process step-by-step, guiding you through each line of code and explaining the magic behind these incredible tools.

*Here's what you'll uncover:*
**Harnessing OpenAI's language prowess**: Learn how to leverage OpenAI's powerful language models to understand and respond to user queries like a true language master.
**Unlocking Pinecone's efficient storage**: Discover how Pinecone's vector database acts as a treasure trove of information, allowing you to find relevant answers quickly.
**Mastering LangChain's development magic**: Explore LangChain's intuitive framework, simplifying the process of building your AI application without getting bogged down in complex coding.

*By the end of this video, you'll be well on your way to:*
**Crafting a custom Q&A chatbot**: Create an intelligent assistant tailored to your specific needs, answering your questions, engaging in conversations, and even cracking jokes (if you program it to!).
**Building a personalized search engine**: Go beyond generic search and design your own powerful information retrieval system fueled by AI!
**Unleashing the potential of AI tools**: Gain valuable insights into OpenAI, Pinecone, and LangChain, empowering you to create innovative AI applications beyond this project.

*This video is perfect for:*
**AI enthusiasts**: Deepen your understanding of these cutting-edge tools and explore their capabilities firsthand.
**Developers**: Learn how to integrate OpenAI, Pinecone, and LangChain into your own projects, expanding your skillset and building exciting applications.
**Anyone curious about AI**: Discover the possibilities of AI technology and witness its power in action through this practical project.

*Don't just watch, create! Join us on this exciting journey and build your very own AI-powered Q&A or chat application!*

Remember to replace any bracketed text with your own specific details or humor as needed. I hope this helps!

I hope this video helps you learn how to build a chat application using OpenAI, Pinecone, and LangChain. If you have any questions, please leave a comment below. Thanks for watching!

*Timestamps:*
0:00 - Introduction
00:38 - What are the steps?
01:44 - Installing libraries and loading environment variables
05:38 - Creating document's loader function
09:54 - Testing the document's loader function
13:53 - Defining Chunking Strategy
18:15 - Calculating the Embedding Cost
22:23 - Embedding and uploading to a vector database
30:50 - Deleting Pinecone index
34:42 - Testing
40:03 - Creating the question and answers function
46:00 - Asking questions continuously
52:08 - Adding memory and context to the application
01:00:55 - Final Thoughts

I hope you enjoy the video!

*Links:*
**Pinecone**: https://www.pinecone.io/
**LangChain documentation**: https://python.langchain.com/docs/get...
**OpenAI API**: https://platform.openai.com/

*Medium Article:*
  / c9ivremtrgb  

*Github Project for you to follow along in this tutorial:*
🔗 https://github.com/atef-ataya/LangCha...

*Social Media:*
🔗 **Twitter**:
@atayaatef
🔗 **Github**:
https://github.com/atef-ataya
🔗 **Medium**:
  / atef.ataya  

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