PythonRepl tools and Pandas/Xorbits/Spark/Python agents are moving to langchain_experimental #11680
Replies: 14 comments 17 replies
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how can I use csv agent in langchain_experimental? |
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We missed moving this one, PR opened: #12113 |
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temporary replaced the code in \csv\base.py |
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I ran this but got an error bash: syntax error near unexpected token `-replace' |
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Python AST tool CVE was resolved here: #12427 And the fixes are released as of version 0.0.325: https://github.com/langchain-ai/langchain/releases/tag/v0.0.325 |
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When I try When I then try Any resolutions? |
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For those that came here by the documentation, this worked for me:
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I am not able to figure out what to do with create_csv_agents |
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"from langchain.agents import create_csv_agent" I am try this , I get this |
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did you figure it out? Stuck on the same thing |
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@Qammarbhat you could try this, |
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didn't work for me |
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Hello, I fixed this by: pip install langchain_experimental then: the import was found in the agents init.py file. |
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thanks it worked for me |
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Thank you for your tremendous support!!! It's working... Thankyou
…On Tue, 31 Oct 2023 at 21:41, danieaneta ***@***.***> wrote:
Hello, I fixed this by:
*pip install langchain_experimental*
then:
*from langchain_experimental.agents.agent_toolkits.csv.base import
create_csv_agent*
the import was found in the agents *init*.py file.
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Is langchain_Experimental usable for projects ? I see this in pypi 
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@DebanjanBanerjeeQB It depends on how you want to use the code. It has code that might rely on the python ast repl without built in sandboxing, which if exposed to an end user could result in the execution of malicious code unless you take appropriate precautions Please review for guidelines: https://python.langchain.com/docs/security |
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Anything tips on which precautions I should take?
…________________________________
From: Eugene Yurtsev ***@***.***>
Sent: Monday, November 6, 2023 2:08:52 PM
To: langchain-ai/langchain ***@***.***>
Cc: Bruno Veras De Melo ***@***.***>; Comment ***@***.***>
Subject: Re: [langchain-ai/langchain] PythonRepl tools and Pandas/Xorbits/Spark/Python agents are moving to langchain_experimental (Discussion #11680)
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@DebanjanBanerjeeQB<https://github.com/DebanjanBanerjeeQB> It depends on how you want to use the code. It has code that might rely on the python ast repl without built in sandboxing, which if exposed to an end user could result in the execution of malicious code unless you take appropriate precautions
Please review for guidelines: https://python.langchain.com/docs/security
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im having issues when trying to use create_spark_dataframe_agent on azure databricks |
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ok i could solve it, if you are using azure databricks you need a cluster with a least python 3.10+ |
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How do i use pandas dataframe agent?I use the following code to import: But I get the error: "ImportError: create_pandas_dataframe_agent has been moved to langchain experimental. See https://github.com/langchain-ai/langchain/discussions/11680for more information. |
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So i believe there is a problem with how the packages are installed on my system, tbh not sure how to fix that myself, as my friends aren't running into similar issues. but in-case you do, here is how to fix: |
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but why langchain keeps moving classes, packages,librariesall aound the place. deprecating some of them, renaming, removing altogether. this is annoying. for instance, lets say I am going through a tutorial recorded in Oct'23, most of the langchain imports dont work in Apr. in fact, even videos recorded in Jan gives problem. what is your intention, Langchain? |
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same happened to me, this makes documentation / educational content / videos / tutorials / notebooks unusable :( |
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The Agents documentation is a big mess. No examples ran from 6 months ago. import pandas as pd from langchain_openai import ChatOpenAI llm = OpenAI(model="gpt-3.5-turbo", temperature=0) agent_executor = create_python_agent( print(agent_executor.invoke("find the author who has most number of books published in year 2015")) """(langchain_tools) C:\Users\PowerUser\Documents\Github_Repos_RSL\LLMtutorial_ronidas39\Tut_04>python main_RSL_WIP.py (langchain_tools) C:\Users\PowerUser\Documents\Github_Repos_RSL\LLMtutorial_ronidas39\Tut_04>python main_RSL_WIP.py |
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Which documentation are you following? @richlysakowski |
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agree with you, Lysakowski, but not just agents doc a few other libraries
as well.
besides all the third party tutorials, sessions refer to old libraries and
classes. though this is not langchain community's fault, it is a total
mess, totally unorganised and so difficult to find the right library, class
or method to use
…On Wed, 22 May 2024 at 18:47, Rich Lysakowski ***@***.***> wrote:
The Agents documentation is a big mess. No examples ran from 6 months ago.
import pandas as pd
from langchain_openai import ChatOpenAI
from langchain_experimental.agents import create_csv_agent
from langchain_experimental.agents import AgentType
from langchain_experimental.agents.agent_toolkits.python.base import
create_python_agent
llm = OpenAI(model="gpt-3.5-turbo", temperature=0)
agent_executor = create_python_agent(
llm,
"books.csv",
AgentType = AgentType.ZERO_SHOT_REACT_DESCRIPTION,
verbose = True,
#prefix = "find the author who has most number of books published in year
2015"
)
print(agent_executor.invoke("find the author who has most number of books
published in year 2015"))
"""(langchain_tools)
C:\Users\PowerUser\Documents\Github_Repos_RSL\LLMtutorial_ronidas39\Tut_04>python
main_RSL_WIP.py
File
"C:\Users\PowerUser\Documents\Github_Repos_RSL\LLMtutorial_ronidas39\Tut_04\main_RSL_WIP.py",
line 54
^^^
SyntaxError: (unicode error) 'unicodeescape' codec can't decode bytes in
position 21-22: truncated \UXXXXXXXX escape
(langchain_tools)
C:\Users\PowerUser\Documents\Github_Repos_RSL\LLMtutorial_ronidas39\Tut_04>python
main_RSL_WIP.py
Traceback (most recent call last):
File
"C:\Users\PowerUser\Documents\Github_Repos_RSL\LLMtutorial_ronidas39\Tut_04\main_RSL_WIP.py",
line 19, in
from langchain_experimental.agents import AgentType
ImportError: cannot import name 'AgentType' from
'langchain_experimental.agents'
(C:\ProgramData\Anaconda3\envs\langchain_tools\Lib\site-packages\langchain_experimental\agents_
*init*_.py)
"""
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This library is still in the 0.x days and things are changing quickly. We've had to make a lot of changes to support better production usage of LangChain. We'd appreciate any feedback If you're finding issues with the official langchain docs: https://python.langchain.com/v0.2/docs/tutorials/ You can leave feedback using the feedback button on the bottom of each page, or leave more general feedback here: #21716 |
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On 10/27/2023, we will moving additional code to langchain_experimental to
resolve the following CVE: https://security.snyk.io/vuln/SNYK-PYTHON-LANGCHAIN-5843727
This affects all code that relies on either
PythonAstREPLToolorPythonREPLTool, which includes:Agents: Pandas Agent, Xorbits Agent, Spark Agent, Python Agent
Toolkits: python
Tools: PythonREPLTool, PythonAstREPLTool
We will make the relevant code available in langchain_experimental shortly,
with final deprecation from langchain scheduled for 10/27/2023.
For more context please see: #8043
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