How to Build a Chatbot to Chat with CSV Data | Cricbot - Your Cricket CSV Data Companion

🏏 Dive into the world of cricket with Cricbot! In this tutorial video, I'll walk you through creating your very own Cricket Chatbot, designed to chat and interact with cricket CSV data using cutting-edge open-source technologies.

🛠️ Discover how to leverage Sentence Transformers for embeddings, efficiently store data with FAISS, and seamlessly integrate Llama 2, a powerful language model, using the Streamlit library for a conversational interface.

🖥️ Best of all, this Cricket Chatbot is built with open-source components and runs flawlessly on your CPU—no need for a high-end GPU. Join us on this step-by-step journey to craft an intelligent and efficient Cricket Chatbot, and explore the exciting world of conversational AI and cricket today!

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[arvinthsss]

Great job in setting up all this content vasanth:)!!

[oufhhsx]

How to plot a chart with the csv data in the chat?

[sofiakonchakova]

Could you please clarify the capabilities of the bot? Is it basic statistics? Or can it also be used to find some patterns in data?

[praveengupta]

Can you make a video on how to do data analysis on any csv file using open source LLms

[vusylhb]

It is taking more time, almost more than 1 hr, i have 16k rows in csv file with 4 columns, still i didnt get the propt asking enter query.

[ravitanwar]

you should also mention that inference runtimes using this model is not good

[kishlaykumar]

Hi vasanth, I am facing an issue with source code. It says 1 validation error for CTransformers
__root__
Model path doesn't exist. (type=value_error)'
I have installed latest ctransformers. Also, the query space not provided for inputting the questionin chatbot.