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LangChain Pandas DataFrame Agent for Data Analysis 

Tirendaz AI
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Today, I'll show you how to use pandas dataframe agent for data analysis and monitor an LLM app in LangSmith.
00:01 Introduction
00:54 Setup
01:23 Install libraries
02:52 Set environment variables
04:24 Load the dataframe
05:11 Create an agent
07:13 Monitor the app
LangChain Tutorials ➡️ bit.ly/langchain-tutorials
Generative AI for DS ➡️ bit.ly/genai-for-data-science
HuggingFace Tutorials ➡️ bit.ly/hugging-face-tutorials
Generative AI Tutorials ➡️ bit.ly/generative-ai-tutorials
LLMs Tutorials ➡️ bit.ly/llm-tutorials
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Project files: github.com/TirendazAcademy/La...
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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

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5 апр 2024

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Комментарии : 12   
@infinityseekers
@infinityseekers 2 месяца назад
hey there, Openai taking charges now insted of giving free credits on new accounts, what can i do here
@TirendazAI
@TirendazAI 2 месяца назад
You can use free credits given by the Anthropic or Groq API.
@luanorionbarauna8555
@luanorionbarauna8555 2 месяца назад
Very interesting. Now how can I pass rules to the agent such as "information to be returned" or "perform a specific date cut" and even "ALWAYS return a numeric value"?
@TirendazAI
@TirendazAI 2 месяца назад
You can set your prompt with rules to pass it to the agent. Garbage in, garbage out.
@luanorionbarauna8555
@luanorionbarauna8555 2 месяца назад
@@TirendazAI but who? I want to show some exemples of code for some questions. Is the possible for this agent?
@user-wr4yl7tx3w
@user-wr4yl7tx3w 2 месяца назад
does it only work with OpenAI api currently?
@TirendazAI
@TirendazAI 2 месяца назад
No, you can also use the Groq API or Anthropic API to create a pandas dataframe agent.
@charlesoni2787
@charlesoni2787 2 месяца назад
I don’t actually like the ideal of using openai. It’s there anyway to use open source libraries instead of openai ?
@TirendazAI
@TirendazAI 2 месяца назад
You can use Ollama as an alternative to OpenAI. Ollama includes open source models such as Llama2 and Mistral.
@drslax2662
@drslax2662 2 месяца назад
​@@TirendazAI can you do a video using only opensource 🙏🙏
@atulkishore9159
@atulkishore9159 2 месяца назад
Yes please because openAI api is not free. Make a video on how one can build a custom chatbot for their website. Using the knowledge base stuff
@atulkishore9159
@atulkishore9159 2 месяца назад
​@@TirendazAIplease 😭😭
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