optimistic-gold•7mo ago

[Solved ✅] Local tools not working

I was going through the guide for creating local tools but it looks like the examples are broken. Following the Readme doesn't work (terminal hangs up when running the examples)

27 Replies

optimistic-goldOP•7mo ago

I tried the sql_agent

vicious-gold•7mo ago

Hey @Mario, Could you say me what error you exactly got??

Soham•7mo ago

Hey, yes the docs have not been updated. Doing it today. Thanks for reporting.

optimistic-goldOP•7mo ago

Hey, sorry for the late reply. There was no error but either the terminal got stuck when I ran the main.py file or the process got killed automatically and did not start Yes, I think the docs are a bit behind. Thanks for your support turns out it was an issue with pyenv, reinstalling pyenv solved that. Now I tried to create my own local tool but facing import issues in the examples folder (because the new tool is not present in the installed composio package). Please point me to any resources on this 🙏🏻

Soham•7mo ago

Hey @Mario , if I may ask what kind of tool are you working on?

optimistic-goldOP•7mo ago

sql tool for postgres

Soham•7mo ago

can you give me 2 hours, we have made this really really easy and revamped the whole thing. I will update the docs.

optimistic-goldOP•7mo ago

sure appreciate the fast replies 👍

Soham•7mo ago

Thanks a lot. Basically, it's going to be a literal python function. Something pretty cool. Thanks.

optimistic-goldOP•7mo ago

Sounds dope @Soham The docs are still the same, have you published your changes yet?

Soham•7mo ago

https://docs.composio.dev/introduction/foundations/components/local_tools

Composio Docs

Creating a Local Tool - Composio

Composio enables your agents to connect with Various Tools and work with them

Soham•7mo ago

I published the new local tools process.

optimistic-goldOP•7mo ago

oh didn't see this one

Soham•7mo ago

Just published. 😅

optimistic-goldOP•7mo ago

🙂 k, thx I'm still not sure how to intgerate the tool into any example 😦

vicious-gold•7mo ago

Just import the action from your custom tool:

from composio import action
from custom_tools import say

composio_toolset = ComposioToolSet()

# Get required tools
tools = [
  *composio_toolset.get_actions(
      actions=[
          say,  # This is an example of a custom tool
      ]
  ),
]

from composio import action
from custom_tools import say

composio_toolset = ComposioToolSet()

# Get required tools
tools = [
  *composio_toolset.get_actions(
      actions=[
          say,  # This is an example of a custom tool
      ]
  ),
]

And add tools in your preferred framework (if taking crewAI as an example):

crewai_agent = Agent(
    role="Github Agent",
    goal="""You take action on Github using Github APIs""",
    backstory=(
        "You are AI agent that is responsible for taking actions on Github "
        "on users behalf. You need to take action on Github using Github APIs"
    ),
    verbose=True,
    tools=tools, # add here
    llm=llm,
)

crewai_agent = Agent(
    role="Github Agent",
    goal="""You take action on Github using Github APIs""",
    backstory=(
        "You are AI agent that is responsible for taking actions on Github "
        "on users behalf. You need to take action on Github using Github APIs"
    ),
    verbose=True,
    tools=tools, # add here
    llm=llm,
)

@Mario

optimistic-goldOP•7mo ago

In this, the say() action takes a string param called message, can I pass any params to this action or does it have to be just message?

vicious-gold•7mo ago

It's totally up to you, just don't forget to give the correct type 🙌

optimistic-goldOP•7mo ago

I think the docstring is required, that's giving me an exception

vicious-gold•7mo ago

Yes, it tells what your action is about 🙂

optimistic-goldOP•7mo ago

I'm getting this validation error when trying to create an agent using crewAI

pydantic_core._pydantic_core.ValidationError: 1 validation error for Agent
  Value error, 1 validation error for CrewAgentExecutor
tools -> 0
  Can't instantiate abstract class BaseTool with abstract method _run (type=type_error) [type=value_error, input_value={'role': 'Query Executor ...***'), openai_proxy='')}, input_type=dict]

pydantic_core._pydantic_core.ValidationError: 1 validation error for Agent
  Value error, 1 validation error for CrewAgentExecutor
tools -> 0
  Can't instantiate abstract class BaseTool with abstract method _run (type=type_error) [type=value_error, input_value={'role': 'Query Executor ...***'), openai_proxy='')}, input_type=dict]

looks like the custom tools have some implementation issue? or am I missing something?

Soham•7mo ago

Just checking. Yes doc string is required because agent uses the docstring information to decide if the tool should be called or not. You basically need to add description around the tool using the doc string. I will add it to the doc. Confirming the bug does exist. Thanks for pointing out.

optimistic-goldOP•7mo ago

This is the longest I've spent on an assignment 🫠

Soham•7mo ago

Please just submit your code even if it's not working. I had no idea you were on assignment. We have been refactoring the local tools recently.

optimistic-goldOP•7mo ago

oh lol ok

Soham•7mo ago

Hey, this has been corrected btw. Please use the latest version of the SDK.

optimistic-goldOP•7mo ago

Oh, I have already submitted the application. 🥲

[Solved ✅] Local tools not working

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