[JS] feat: File download support, vision support, and vision sample

[Stevenic]

Linked issues

closes: #912
fixes: #786

Details

This change adds 2 key new features to the AI library:

• A new file downloader feature lets developers reregister file downloader plugins that can download files relative to the users input. A TeamsAttachmentDownloader implementation is provided which simplifies the downloading of files uploaded to a bot.
• GPT Vision support is added so that downloaded image files can be sent to GPT as part of the users input.

This PR also fixes a couple of prompt related bugs that were identified in the process.

Change details

• Fixed bugs related to prompts not using the override options defined in a prompts config.json file.
• Added a new InputFileDownloader plugin model to the Application class.
• Added a TeamsAttachmentDownloader class for automatically downloading files uploaded to the bot.
• Added a new state.temp.input_files variable which is of type InputFile[].
• Moved the initialization of state.temp.input from the AI class to the Application class as it made more sense to do this earlier.
• Updated the Message interface to support the new features needed for the vision API's.
• Added a new UserInputMessage prompt section that knows how to format "user" messages containing images.
• Updated ConversationHistory prompt section to count tokens for included images. This is currently hard coded to 85 which is the cost of low detail images. High detail images consume more tokens but it would require more work to count them properly.
• Updated OpenAIModel class to return the LLMClient the input message it sent to the model. This is so the message with the images gets properly added to conversation history.

Attestation Checklist

• My code follows the style guidelines of this project

• I have checked for/fixed spelling, linting, and other errors

• I have commented my code for clarity

• I have made corresponding changes to the documentation (we use TypeDoc to document our code)

• My changes generate no new warnings

• I have added tests that validates my changes, and provides sufficient test coverage. I have tested with:

  • Local testing
  • E2E testing in Teams

• New and existing unit tests pass locally with my changes

Additional information

Feel free to add other relevant information below

[corinagum]

All TeamsChef references should be removed for non-Teams Chef bot samples

• manifest images
• screencaps
• names

[corinagum]

All TeamsChef references should be removed for non-Teams Chef bot samples

• manifest images
• screencaps
• names