Build an App with LangChain AGENTs & Streamlit for Data Analysis

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Hi guys! Today, I'll show you how to use agents for data analysis and build an LLM app.
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00:01 Introduction
01:07 Setup
02:47 Initialize the app
04:46 Create an agent
07:15 Build the front-end
09:28 Test the app
Project files: github.com/Tir...
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Hi, I am Tirendaz, PhD. I create content on generative AI & data science. My goal is to make the latest technologies understandable for everyone. Don't forget to subscribe and turn on notifications so you don't miss the latest videos.
#ai #generativeai #datascience

Опубликовано:

1 окт 2024

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Комментарии : 23

@JTIAPBN 5 месяцев назад

Is it possible for the agent to plot graph when asked in the chat? Thanks.

@TirendazAI 5 месяцев назад

Yes, you can plot a graph by talking to the agent.

@KumR 3 месяца назад

Nice..but how is this different from other ask csv videos? whats the special point of agent ?

@user-wr4yl7tx3w 5 месяцев назад

can you comment on the trade off between gradio vs streamlit for chatbot UI?

@TirendazAI 5 месяцев назад

When working with a notebook, I recommend using Gradio. On the other hand, when you want to create a more complex chat UI, I recommend Streamlit.

@lucaslira5 6 месяцев назад

Can i use this repo to make a sql agent like this csv agent? can you make a video about that?

@TirendazAI 6 месяцев назад

You can use the create_sql_agent toolkit like this csv agent. I want to focus on langchain agents for a while, so I'll make a video to show the sql agent.

@venkatasri820 6 месяцев назад

Nice video and thanks for your time to create this. Good explanation, Straight to the point and easy to follow steps. From London

@TirendazAI 6 месяцев назад

Thanks for your feedback. Glad to hear that.

@mapledev9335 5 месяцев назад

Wish I could click like more than once:)

@TirendazAI 5 месяцев назад

Thanks 😊🙏

@AliAlias 6 месяцев назад

Nice, but can use any local open source LLM from hugging instead of claude?

@TirendazAI 6 месяцев назад

Yes, you can use local and open source LLMs, but they are not faster or better than Claude. That's why I use the haiku model.

@AliAlias 6 месяцев назад

@@TirendazAI Thanks for reply 🌹 But for privacy on work we need local open source LLM. Can suggest any good alternative open source LLM from hugging 🙏

@TirendazAI 6 месяцев назад

My pleasure! I can recommend Mistral, Gemma and LLama2 models as open source. You can also use Ollama to run these models locally and for free.

@Delchursing 6 месяцев назад

Great video. Thanks from Netherlands.

@TirendazAI 6 месяцев назад

Glad you liked it 😀👍

@Delchursing 6 месяцев назад

@@TirendazAII'm impressed with app (and a bit afraid)...I asked it to 'write code to convert to sqlite'. I was expecting to see the code, like in your example, but the app made the sqlite.db all on its own!

@Delchursing 6 месяцев назад

I used OpenAI, and when i asked 'write code to make sqlite' the app actually made the corresponding .db file!

@TirendazAI 6 месяцев назад

Thanks for your feedback.