Create AI copilot tools

[jkomoros]

Related to #646.

For example, tools to generate titles for working notes cards, this prompt works well:

Here is a short essay: "${CONTENT}".

Append a good, punchy summary in 35 characters or less with no other text or quotation marks.

Another could be to fetch a collection of related working-notes cards and then ask for a summary in 8 sentences or less.

The tools would need to go through a cloud function that kept the OpenAI private key and verified the user was an admin to prevent abuse of the key.

[jkomoros]

• [x] A plain_content property on cards that's a concatenation of non-derived title, subtitle, body (with any html fields stripped) (Maintenance task to set it up)
  • [x] Or just calculate the plain_content on demand when running a prompt
• [x] A way to (optionally) configure an openai_api_key property
• [x] Summarization should switch to gpt-3.5-turbo-16k when there are a lot of cards
• [ ] On hover over a contenteditable title, show the suggest-title button off to the side.
• [x] Tweak the title auto-suggest feature to have better results
• [x] Suggest multiple titles in a dialog box so a user can pick one to use.
• [x] Remove Completion ( it's deprecated)
• [ ] Allow a user to give tweaks to one of the title suggestions (e.g. "Less punny")
• [x] Add a Suggest Missing Concepts tool. Provide the content and the list of concepts for each one and then have it suggest missing ones
• [ ] More resiliently handle titles that include quotation marks
• [ ] Update the clientside logic to use the newest models: https://openai.com/blog/new-models-and-developer-products-announced-at-devday
• [ ] When selecting few-shot titles for the prompt, once you get to zero-stars in the list, do a follow-up query of card-rank, and fill in the rest of the list with those (making sure not to put in any duplicates)
• [ ] Make sure the few-shot title-selector is only cards of type content with a title
• [x] Remove bullets from each item in prompt result
• [x] Give few-shot examples of good titles (ttitles of top-starred cards)
• [x] Add a randomize button to do another go (for ones like title)
• [x] Animated loading indicator
• [ ] Clean up styling of ai-dialog
• [x] When the AI result is loaded, auto-select all text in the dialog
• [x] startAIAssistant should bail if AI permission not enabled
• [ ] Animated spinner in AI assistant dialog while loading
• [x] in AI assistant dialog, show the list of cards that are actually included in the prompt (and the ones that don't fit crossed out)
• [x] Handle request errors in AI dialog
• [ ] Only load up the ai reducer/action if AI is enabled/allowed
• [x] Add a button next to the title field on cards that have it to suggest a title (using the original prompt above)
• [x] Add UI to cover for the openai endpoint being loaded when cold
• [ ] Add an AI warmup action? (Or upgrade to functions v2 if it allows faster spinup?)
• [x] An end point that takes card chunks, verifies the uid is an admin or edit_cards access, and an enum of different query types (e.g. generate_title, create_card_body)
• [x] Add a permission type of 'ai-api' ('admin') automatically gets it (and update in the cloud function check too)
• [x] Count tokens clientside. Use https://github.com/latitudegames/GPT-3-Encoder/blob/master/encoder.json (downloaded on demand on first use) (https://simonwillison.net/2023/Jun/8/gpt-tokenizers/)
• [x] Build in a constant into deploy if api-key-enabled (the api key should never be on the client)
• [x] Add a thing in collection drawer UI for users with ai-api permission and api-key-enabled
• [x] Connect up AI Asssitant callback in cardView to do ai.ts:aiAssitant(), which just calls openAiRemote
• [x] Get openaiRemote working with correct error code
• [x] Do TODOs in remote openai handler (e.g. check uid permissions, check openai api key, and then do key injection and passthrough)
• [x] Add a tool to take an expanded set of cards and extract the non-HTML text (see above about plain_content)
• [x] Add a prompt to ingect current text into a prompt and return an alert
• [x] Alert --> dialog
• [x] Handle limit of too much content that overflows prompt boundary
• [ ] Add a referenceType of AI Summary Of and add it on auto-cards
• [ ] Make a tool to create a draft card based on ai summarization (create a draft with AI body and the cards it was based on automatically referenced with the given reference type)

[jkomoros]

Being developed in branch ai-tools

[jkomoros]

71967cbd4b607a8e03276e38e81d7078928a6034 is also a part of this ticket