Chat with a CSV - LangChain CSV Agents Tutorial For Beginners (OpenAI API)

In this Langchain video, we take a look at how you can use CSV agents and the OpenAI API to talk directly to a CSV file. While still a bit buggy, this is a pretty cool feature to implement in a test tool. It's a great way to get your feet wet with python automations and ai.

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[RyanAndMattDataScience]

Also, I'm taking on Data and AI projects. Have something for me to work on? Fill out the contact form on my site or email me.

[evanklingle]

Ryan-
This is awesome! I’ve been looking for tutorials to get into LangChain. It’s been super intimidating, but you broke it down into simple steps. Thank you!

[tonygan]

Good tutorial, everything is clear, learned a lot, thx for the efforts.

[Abdulrhman.]

Thanks a lot Ryan, that was a great tutorial.
do you know how can i add memory to the agent? i want it to remember all interactions with user.

[ta_helado]

how to solve the outputparsererror you got? im having the same

[devalmodi]

How do I take the file name from the user prompt and then ask questions on it?

[gordcxg]

Hello, i want to ask. It possible if result/output of the prompt outside the .csv?

[GamerGDS]

How is this different from a simple OpenAI Assistant that has file_search?

[usamasajid]

Ryan I follow your tutorail install all libraries but having a problem in creating csv agent when i run this command
agent = create_csv_agent(ChatOpenAI(temperature=0), "/content/drive/MyDrive/data.csv", verbose=True)
It gives me this error below
ValueError: Prompt missing required variables: {'tool_names', 'tools'}
I am an absolute beginner and can't able to fix this error please help....


Please Reply

[ranati]

{'input': 'How many total FIPS are there?',
'output': 'Agent stopped due to iteration limit or time limit.'}

Any Idea please let me know ?

[akath]

Would be nice to get the code snippets :D Thanks for the tutorial

[stanTrX]

What s the difference with directly parsing csv to llm vs using RAG? Per this example?

[loveutube]

Bro looks like the younger version of seriel k!ller guy from No country for Old Men

[akath]

Tried this and it has too many bugs unfortunately

[FrozenValorantYT]

Doesn’t work accurately for large dataset like 55K rows