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OpenAI Functions Support #4683

Merged
merged 15 commits into from
Jun 22, 2023
Merged

OpenAI Functions Support #4683

merged 15 commits into from
Jun 22, 2023

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erik-megarad
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@erik-megarad erik-megarad commented Jun 14, 2023 •
edited by waynehamadi
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This PR implements OpenAI functions support

You can now provide the AI with a list of functions that it can call. When making a chat completion request, there is now a separate data structure containing that list. In the response, you will receive a function call in a distinct data structure, separate from the textual content of the response. This enables easy handling of function calls alongside the text response.

This is extremely convenient for us!

This is a very large PR. Here's why

Previously our interaction with AI was text-in and text-out. Now it is (text+function list)-in and (text+function call) out. Passing a string everywhere just doesn't work anymore.

We needed to change:

  • How commands are defined to give the metadata that functions need
  • How commands are executed
  • How we parse responses now that we don't need to hack the command out of them
  • Our prompts so that they didn't need to reference commands anymore
  • The model-related code to only support models that are functions-compliant
  • How we keep track of our message cycle
  • How we keep track of history
  • All of the data structures related to messages (there are now twice as many fields in a message)
  • All of the calls involving chat completions and AI interactions
  • Message roles to add the function role

Due to those I also had to disable most of the non-essential commands. The way that the AI thinks about commands has changed dramatically and it's going to take testing of the commands one-by-one to make sure that they work in this new world. I couldn't do it in one go otherwise this already-massive PR would be twice as big and take four times longer.

EDIT: the PR's size has been reduced by merging bits by bits into master.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

@Pwuts Pwuts added this to the v0.4.2 Release milestone Jun 14, 2023
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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

@Pwuts Pwuts changed the title Work In Progress: OpenAI functions WIP: Use OpenAI function calls Jun 14, 2023
@Pwuts Pwuts changed the title WIP: Use OpenAI function calls WIP: Use OpenAI function call interface Jun 14, 2023
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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

@Pwuts Pwuts mentioned this pull request Jun 14, 2023
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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

@waynehamadi
Implement complete data types
0c39937 
Signed-off-by: Merwane Hamadi <[email protected]>
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This PR exceeds the recommended size of 500 lines. Please make sure you are NOT addressing multiple issues with one PR.

Pwuts
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@Pwuts Pwuts merged commit 857d26d into Significant-Gravitas:master Jun 22, 2023
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@Pwuts Pwuts Pwuts approved these changes

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AI efficacy behaviour change high priority size/xl
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