Ultimate Guide to Building Chatbots to Chat with Your Data | AI Chatbot Tutorial

Welcome to our ultimate guide on building powerful chatbots to have meaningful conversations with your data! In this comprehensive tutorial, we'll explore the fascinating world of Natural Language Processing and AI chatbots using Python, LangChain, Streamlit, and ChromaDB. Whether you're a beginner or an experienced developer, this video has something for everyone.

📂 Topics Covered:

Document Retrieval Techniques:

Maximum Marginal Relevance
Contextual Compression
Self Query
Question Answering Techniques:

Refine
Map Reduce

Building a User Interface (UI) with Streamlit:

Working With Vector Stores and Embeddings

Learn how to create an intuitive and user-friendly chatbot interface.
👩‍💻 Our step-by-step guide will walk you through the entire process, making it easy to follow along and create your own data chatbot!

🚀 Watch this video to:

Understand the core concepts of document retrieval and question answering.
Implement advanced NLP techniques using Python.
Leverage LangChain, Streamlit, and ChromaDB to enhance your chatbot's capabilities.
Develop a user-friendly chatbot interface with Streamlit.
Don't miss out on this opportunity to enhance your AI and NLP skills. Whether you're building chatbots for research, business, or just for fun, this video will empower you to create impressive conversational AI systems.

🌟 Tags to Help Make This Video Go Viral:
#AI #Chatbots #NLP #Python #Streamlit #ChromaDB #LangChain #DataChatbot #MachineLearning #ProgrammingTutorial #ArtificialIntelligence #TechExplained #Coding #Tutorial #DataScience #AIChatbotTutorial

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Thank you for watching and see you in the next video!!

[adamborowa]

Thanks for this tutorial. I found it very usefull.

[Mdr]

You are a blessing man. I pray the Almighty bestows his peace upon you always.

[HailayKidu]

Thank you very much for the nice tutorial, I found it very nice.

[jaydenblah]

This project is not working on my vscode. The modules are not loading even tho i have installed the modules in terminal and set up a virtual env. Please help

[happyerhomosele]

Hi. Thanks a lot for this video. I'm having difficulty creating a vector store. I have followed your directions but when I run the code, it shows error. It's saying something about huggingface embeddings and torch. Please can you help?

[craizhunterx]

In document loading, why it gives error
ValueError: Batch size 227 exceeds maximum batch size 166
I clone using your github

[kishorekunal]

Hey great tutorial, do you think it will do well if we use for production purpose ?, was thinking about deploying this on azure do you have any idea what are the computational requirements ?

[kukkadapudheeraj]

The openAI api key you have used in the video, Is it in the free tier??..

[overwrite-techopinions]

installing requirements is giving me errors like pip is not finding the triton and other packages

[sysadmin]

Hello. I currently have a chatbot that does this hosted on AWS. My issue is that the Conversation context of multiple users is not separate. Do you know how to resolve this?

[chiragk]

Hey I have created new API Key and while excecuting in terminal it says you exceeded your current quota.How to solve this

[satvalite]

hi it is showing me invalid url for the embedding model that u used from hugging face
can u help me out

[LilibethCalva]

Hola, talvez tienes un tutorial de hacer un chatbots con csv en llama2 y langchain. ?? de forma local. te lo agradecería infinitamente

[sneharghasaha]

Can it even work when my system is offline and I just need the chat support

[sravantipris]

Can u please tell me how to deploy this project

[sravantipris]

is it not Free API error': {'message': 'You exceeded your current quota, please check your plan and billing details. what should i do

[arnavsharma]

Hi, can you try this project with free OpenAI API account?

this code is not offline running. need Openai API - for who want to know

[mpyamatleke]

hey, I'm getting an error saying,

raise ValueError("File path %s is not a valid file or url" % self.file_path)
ValueError: File path is not a valid file or url

what might be the issue, i followed every step on your code . please help .