Ollama Integration

[osamanatouf2]

This is current progress of ollama integration #39 into prompttools

added files

• prompttools/prompttools/experiment/experiments/ollama/
  - Dockerfile: build image for ollama server to use locally(tested)
  - ollama_api.py: handle the api calls to ollama server(tested).
  -prompttools/prompttools/experiment/experiments/ollama_experiment.py(not tested, I think it works)
• prompttools/examples/notebooks/OllamaExperiment.ipynb(not tested and not complete)

critical issue: prompttools/requests module causes name collision and need to be changed and refactored

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[NivekT]

Hi,

Thank you for opening this PR. We just recently refactored how Experiment results are saved and how experiment.evaluate() work.

I added inline comments to walk through the necessary changes. Please let me know if there is any question.

[NivekT]

To save the results, you want to call _construct_result_dfs(...) here.

See this updated source code.

[NivekT]

We made some changes to how .evaluate() work.

You likely want:

from prompttools.utils import semantic_similarity
experiment.evaluate("similar_to_expected", semantic_similarity, expected=["George Washington"] * n)  # Replace `n` with the number of rows

See this updated example.

[zifeo]

@osamanatouf2 this is a great addition, are you planning on continuing the PR?

[osamanatouf2]

Yes, I am. I just got distracted with some personal stuff for the past 6 month. If you want to help that would be great @zifeo
Also, I think you have module requests in the repo and that will have import collision when I import requests to talk to the API.
/prompttools/requests