extensityai / symbolicai Goto Github PK

Cosine similarity often fails, better use in-context classification for Symbia's capabilities.

Cosine similarity often fails, better use in-context classification for Symbia's capabilities.

Great work on the topic. Really relevant and amazing.

However, I couldn't find documentation regarding running it with local models like llama/vicuna.
Is that something easily achieved?

Simple and intuitive CostTracker for OpenAI api.

Since this library coordinates with a number of other libraries, some of which aren't written in python, it would be easier for people to use conda (or its variant mamba) with an appropriate environment.yml. This would minimize the need to specify version numbers since one of the strengths of conda is its ability to solve for version alignment across packages regardless of native programming language, including installing and updating the optimal version of python.

See this related issue in stackoverflow.

Environment creation:
mamba env create -f environment.yml
Environment update:
mamba env update --file environment.yml --prune

Install failed for me, apparently because the latest python version (11) is incompatible with some of the symbolicai dependencies.

I got it to install with:

mamba env update --file environment.yml --prune

where:

$ cat environment.yml 
name: symbolicai
dependencies:
  - python<3.11
  - pip:
    - symbolicai

ChatGPT nails the causal reasoning challenge currently highlighted in the README:

It's best to provide an example of causal reasoning that the current language models fail on since they are capable of imitating very limited depth reasoning.

When attempting a fresh install of symbolic AI using latest Python 3.12, an exception happens during the pip installation stating:
ModuleNotFoundError: No module named 'distutils'

As far as I am aware, distutils started being phased out in 3.10 and has been completely removed by 3.12. A few solutions of similar problems suggest trying to install setup-tools but that did not work in my case, and beyond that, the general consensus is for developers to update their solutions to not rely on distutils.