Enable Local Function Calling using NexusRaven V2

[gregnwosu]

trafficstars

add local function calling assistant for nexusravenv2 local function calling

Why are these changes needed?

This change enables the user to create a reliable local function calling using the NexusRaven-V2-13 model

Related issue number

N/A

Checks

• [ x I've included any doc changes needed for https://microsoft.github.io/autogen/. See https://microsoft.github.io/autogen/docs/Contribute#documentation to build and test documentation locally.
• [x] I've added tests (if relevant) corresponding to the changes introduced in this PR.
• [x] I've made sure all auto checks have passed.

[gregnwosu]

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[gregnwosu]

Thanks for the PR. It opens door for us to consider various open source models. Would you be willing to help maintain this contrib module if this PR is merged?

yes , happy to maintain

[codecov-commenter]

Codecov Report

:x: Patch coverage is 0% with 67 lines in your changes missing coverage. Please review. :white_check_mark: Project coverage is 49.29%. Comparing base (f795265) to head (ea11cbc). :warning: Report is 2272 commits behind head on main.

Files with missing lines	Patch %	Lines
...hat/contrib/nexusravenv2_local_function_calling.py	0.00%	67 Missing :warning:

Additional details and impacted files

@@             Coverage Diff             @@
##             main    #1937       +/-   ##
===========================================
+ Coverage   37.83%   49.29%   +11.46%     
===========================================
  Files          77       78        +1     
  Lines        7766     7847       +81     
  Branches     1663     1816      +153     
===========================================
+ Hits         2938     3868      +930     
+ Misses       4579     3655      -924     
- Partials      249      324       +75     

Flag	Coverage Δ
unittest	14.24% <0.00%> (?)
unittests	48.24% <0.00%> (+10.42%)	:arrow_up:

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[jackgerrits]

@gregnwosu I'd love to collaborate with you on this. I reached out on discord to discuss more

[jackgerrits]

@ekzhu I think we can can avoid a custom model client for now by having a custom reply function. Could you take a look at the new version of the branch? We changed things quite a lot

[gregnwosu]

I really like the changes that has been made here. Though one issue we have is this is hard to test in CI and may subject to frequent changes for different NextRaven model versions.

Can we turn this into a notebook? This seems like a perfect example of a notebook we can put under /docs/topics/ see the roadmap issue #1994. If you agree we can put this under that roadmap issue. Not only this gives an example of how to use nextraven, but also showcases an example of register_reply.

Also, having this inside a notebook allow use to put in useful context like nextraven model version this is tested on and explanation of the code you wrote.

i dont think this will change much over different versions of nextraven its really more dependant on the output format of nexus raven and not much on the internals. the output format should not change between versions. if it does it simple regex parsing that needs to be updated, as ive said im happy to maintain it.

im also happy to get a working example running in a notebook if that helps. nexus raven is available in ollama so version management is possible ( https://ollama.com/library/nexusraven) we can pin specific versions in notebooks

[ekzhu]

Okay. Just two more things before we can merge this:

Can you add unit tests like other contrib agents?

Can you create a notebook example to show case the new agent? For example we can use the currency exchange example.

[gregnwosu]

@gregnwosu I'd love to collaborate with you on this. I reached out on discord to discuss more

jump in i need a bit of help making the notebook

we install ollama run nexus raven on a port and configure the llm all from a notebook i think

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[jackgerrits]

Hey @gregnwosu are you still interested in this change?

[gregnwosu]

Hey @gregnwosu are you still interested in this change?

no i have given up on it

[jackgerrits]

No worries at all, going to close this then. Let me know if you’re interested in future :)