2b:null 2c:["$","title",null,{"children":"Introduction to AI Assist | Observable | Observable"}] 31:T477,We at Observable want to ensure you understand how AI Assist works with respect to data privacy, so you can be confident using it as a development tool: - **We do not train the AI model with your data**, neither does the third-party AI service (OpenAI). So there is no chance of intellectual property you share with the model being leaked to another customer using AI Assist. - **We do not share your database connections with the AI model.** So the values of specific rows from tables in your connected databases are not shared with the AI model by using AI Assist with them connected. - **We do share schema information and project code as model context.** So column names or specific bits of code could be sent to the model. - **AI Assist is backed by Observable's secure data platform.** So it is afforded the same security posture as the rest of the platform. For more information, read [more regarding our platform's security model](https://observablehq.com/@observablehq/security-model). Workspace admins can turn off AI Assist via **Settings>General>AI Assist**. This will turn the feature off for all team members of the workspace. 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2f:{"id":"2afa3fee7815ba78","slug":"introduction-to-ai-assist","title":"Introduction to AI Assist","thumbnail":"ab561f1e1a75a1a8775441e49adf85b2249671d41e162245aec3295c3b8c479b","access_level":"unlisted","create_time":"$D2023-07-26T21:23:25.595Z","update_time":"$D2023-10-05T21:53:23.315Z","view_time":null,"first_public_time":"$D2023-08-10T02:31:03.157Z","fork":false,"stars":14,"starred":false,"owner":{"type":"team","id":"f35c755083683fe5","login":"observablehq","name":"Observable","avatar_url":"https://avatars-next.observableusercontent.com/424c6c1f7794371c9915a160519bdfb34cf34e50069fcd6def38a1a04d4e9702","tier":"enterprise_2024"},"version":362,"publish_version":null,"role":null,"authored":false,"authors":[],"members":[{"type":"group","id":"c4990be612f2da51","login":"8788045797a2fd14","name":"Product Education","avatar_url":null,"tier":"public","role":"editor"},{"type":"individual","id":"4530d0072aa49b47","login":"erinn","name":"Erinn 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I would revise it to:\n \"AI Assist accelerates the notebook development process by helping you write SQL and JavaScript, fix errors, and explain how code works, to break through development obstacles.\"","create_time":"$D2023-07-31T22:02:25.004Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"5b8e275c503472f9","reply_to_id":null,"content":"This should be \"AI Assist\" section.","create_time":"$D2023-07-31T22:04:45.271Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"1d76da095f2110ed","reply_to_id":null,"content":"We may want to add that there is both cost and accuracy implications between the two models. 3.5-Turbo is significantly cheaper, but it also is only around 80% (don't quote me) as accurate as GPT-4. Therefore users should choose a model according to their budget and needs.","create_time":"$D2023-07-31T22:06:52.861Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"fa653dd8643f7e60","reply_to_id":null,"content":"Should we phrase it as asking a question of ChatGPT or AI Assist here? Seems like AI Assist, unless we're talking about the specifics of the model itself.","create_time":"$D2023-07-31T22:08:41.659Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"e23220b77c72f3b7","reply_to_id":null,"content":"Same question about using \"ChatGPT\" vs. \"AI Assist\" above.","create_time":"$D2023-07-31T22:09:06.512Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"5ffe892a19f48303","reply_to_id":null,"content":"Sorry, this is another hangover from the early development of this feature that didn't make it into the internal docs. There are actually only two personas right now, General Chat, and SQL. General Chat automatically has Plot and Observable documentation injected. Let me know if you have any follow-up questions.","create_time":"$D2023-07-31T22:13:10.040Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"30c65627f016aa17","reply_to_id":null,"content":"Per my comment above, we just need to merge this paragraph into the one above.","create_time":"$D2023-07-31T22:14:14.253Z","update_time":null,"resolved":false,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"83e16f70653051dd","reply_to_id":null,"content":"Do we want to indicate that by sharing your schema, it allows AI Assist to write complex SQL, including joins?","create_time":"$D2023-07-31T22:15:00.488Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"5f1b10b796dc0b80","reply_to_id":"83e16f70653051dd","content":"Also, what are your thoughts about having a section with prompt ideas, known issues/limitations, etc.?","create_time":"$D2023-07-31T22:15:51.323Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"891488f46329911c","login":"matthewbrown","name":"Matt Brown","avatar_url":"https://avatars-next.observableusercontent.com/f2614abb9b96e5134f5e4d0e9ac53fa2a88bb2f8df9c80080f41007292ac98f6","tier":null}},{"id":"c54d6b405e7cd29d","reply_to_id":"1d76da095f2110ed","content":"It's 40% more likely to respond accurately: \"40% more likely to produce factual responses than GPT-3.5 on our internal evaluations.\"","create_time":"$D2023-08-01T17:12:58.454Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"4d7c5e2dc86f2127","login":"jpe442","name":"Josh Earlenbaugh","avatar_url":"https://avatars-next.observableusercontent.com/d28e4e0454f8d773fabbc7e9a8038fcd30f52e4fbe9f9060d4e7222f36f16bf8","tier":null}},{"id":"33a269fd011a540c","reply_to_id":null,"content":"Should say \"bring your own OpenAI API key\" right?","create_time":"$D2023-08-11T16:12:45.417Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"2a6984a21bf6bf27","login":"rlesser","name":"Robert Lesser","avatar_url":"https://avatars-next.observableusercontent.com/433f8326248db53a8d1ead342dfc4d46c845f915b422b6e7f6690ced0f18abd2","tier":null}},{"id":"45eea641dfb95163","reply_to_id":"1d76da095f2110ed","content":"Typos: \"GTP\", \"gtp-4\", \"gtp3.5-turbo-16k\"","create_time":"$D2023-08-13T02:02:49.525Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"467a04dc2d80a9af","login":"eumemic","name":"eumemic","avatar_url":"https://avatars-next.observableusercontent.com/b6f91e1d50b3d6379debc77e53595568c7a6047a2426b371dc619ba0e80a22cf","tier":null}},{"id":"69b1f8a65c0e5cd9","reply_to_id":null,"content":"this figure and the figures below have the same caption duplicated","create_time":"$D2023-09-06T08:29:52.915Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"35030f2775c5ade5","login":"oluckyman","name":"Ilyá Belsky","avatar_url":"https://avatars-next.observableusercontent.com/4fd43f90fde77934b5f4caa4453accf60bdeeb2cc01f813bfc0ad738c2b77958","tier":null}},{"id":"8684dd916cc7b317","reply_to_id":"69b1f8a65c0e5cd9","content":"the question \"how many 3 cylinder cars are there?\" suggests, that AI assist will give the answer. But on the screenshots below the question is different: \"how do I get the number of cars with 3 cylinders\".","create_time":"$D2023-09-06T08:32:53.336Z","update_time":null,"resolved":true,"user":{"type":"individual","id":"35030f2775c5ade5","login":"oluckyman","name":"Ilyá Belsky","avatar_url":"https://avatars-next.observableusercontent.com/4fd43f90fde77934b5f4caa4453accf60bdeeb2cc01f813bfc0ad738c2b77958","tier":null}}],"custom_thumbnail":true,"trashed":false,"subscribed":null,"forks":9,"collection":{"id":"dd678f7d96fe6dd0","slug":"notebook-fundamentals","title":"Fundamentals","owner":{"id":"f35c755083683fe5","login":"observablehq","name":"Observable"}},"type":"notebook","body":{"title":"Introduction to AI Assist","cells":[{"id":0,"value":"# Introduction to AI Assist","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":280,"value":"$${pro()}\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":7,"value":"Observable's AI Assist is powered by the ChatGPT language model. AI Assist accelerates the notebook development process by helping you write SQL and JavaScript, fix errors, and explain how code works, to break through development obstacles. It is currently only available to Pro and Enterprise users.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":14,"value":"## Getting started with AI Assist","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":16,"value":"To open AI Assist, first select the button illustrated by the sparkle icon in the right sidebar menu:\n\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":18,"value":"

\n \n

Select the sparkle icon in the right sidebar menu.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":28,"value":"If you open up AI Assist and your workspace isn't configured with an OpenAI API key yet, you will see the following **AI Assist panel** with a message informing you that a workspace owner can enable AI Assist in settings:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":33,"value":"

\n \n

The AI Assist panel before enabling AI Assist in settings.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":45,"value":"If your workspace already has AI Assist enabled, you should be able to start interacting with the AI chat right away:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":47,"value":"

\n \n

The AI Assist panel ready for questions.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":292,"value":"If you are focused on a specific cell, you are presented with more specific assistance from AI Assist:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":293,"value":"

\n \n

The AI Assist panel is focused on a cell.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":51,"value":"## Enabling AI Assist","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":55,"value":"Before enabling AI Assist, you have to be a workspace admin for the workspace for which you intend to enable. If you are not, please reach out to them for help with this step. \n\nAs a workspace admin, open up your **Settings panel** and scroll down to the **AI Assist section**:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":59,"value":"

\n \n

The AI Assist section in workspace settings.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":65,"value":"Select the **Enable AI Assist option** and then select the **+ Add Key button**:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":67,"value":"

\n \n

The Enable AI Assist option and + Add Key button.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":82,"value":"You are presented a modal to enter in your API key:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":80,"value":"

\n \n

The authentication modal to enter an OpenAI API key.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":89,"value":"After you enter your OpenAI API Key, you should then make sure you have selected the GPT model you prefer (gpt-4 or gpt3.5-turbo-16k) and select the **Save button** to save your changes. ","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":235,"value":"note(htl.html`Note: ChatGPT 3.5 is significantly less expensive (see the latest pricing from OpenAI for up to date price comparisons) than ChatGPT 4. ChatGPT 4 is 40% more likely to \"provide factual responses.\"`)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":124,"value":"Once saved, you can see that AI Assist should be enabled, so you just need to select the **Save changes button** to save the changes and start using the feature.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":102,"value":"

\n \n

With AI Assist enabled and OpenAPI key configured, select the Save changes button.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":351,"value":"## Managing your free quota","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":350,"value":"After you enable AI Assist, if you have any, you will see your AI Assist free token quota in the AI Assist section of your workspace **Settings page**, as pictured here:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":349,"value":"

\n \n

There may be free tokens associated with your workspace..

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":348,"value":"Also after enabling, you will have a battery-like quota indicator in the top-right corner of the **AI Assist panel**, providing you will some sense of the number of free tokens you have left:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":347,"value":"

\n \n

The battery-like quota indicator in the upper-right corner of the AI Assist panel.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":346,"value":"When you run out of free tokens, your quota indicator will show as empty and you will be asked to enter an OpenAI API key to continue to use AI Assist:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":345,"value":"

\n \n

A user's free quota has been used up as indicated by the 'x' in the battery-like icon. They can enter their own OpenAI API key to continue to use AI Assist.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":344,"value":"Follow the **Add an OpenAI API Key to continue chatting button** or enter your API key via your workspace **Settings page** to add your OpenAI API key.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":106,"value":"## Using AI Assist","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":212,"value":"When asking a question from AI Assist, you may be looking to get code back to use in your notebook development:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":208,"value":"

\n \n

With a SQL cell focused, you can ask questions about the columns in the data.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":196,"value":"Once you have code suggestions back from AI Assist, you can easily inject that code into your notebook with one click.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":198,"value":"

\n \n

The replace and run button will replace the editor's contents and run the code.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":216,"value":"Observable will instantly show you the results:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":218,"value":"

\n \n

The SQL cell will run, showing you the output of the query.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":343,"value":"## Disabling AI Assist","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":342,"value":"note(htl.html`Note: Disabling AI Assist disables it for all users of the workspace.`)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":341,"value":"To disable AI Assist, select the checkbox in the **AI Assist section** of your workspace **Settings page**:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":340,"value":"

\n \n

The Enable AI Assist checkbox in your workspace's Settings page.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":339,"value":"and you will see that AI Assist has been disabled:","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":338,"value":"

\n \n

AI Assist has been disabled.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":255,"value":"## Example prompts","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":257,"value":"- **Write SQL**:\n - `Write a SQL query that...`<`describe results`>.\n- **Explain code**:\n - `Explain what this code does.`\n - include cell's code in the context\n- **Explain an error**:\n - `What does this error mean?` <`error`>\n- **Fix an error**:\n - `Given this error` <`error`>`, fix this code.`\n - include cell's code in context\n- **Generate a Plot chart**:\n - `Using Observable Plot, create a chart that...`<`chart description`>.\n- **Generate a D3 chart**:\n - `Using D3 create a chart that...` <`chart description`>.\n ","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":108,"value":"## Context","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":335,"value":"note(htl.html`Note: AI Assist sends at least 500-700 tokens of context for each request. This does not include the tokens of context included from the notebook's contents, which will vary depending upon the contents of the notebook in question.`)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":110,"value":"#### General (Notebook) Context\nAI Assist can be used in two different contexts: a general context and a cell context.\n\nWhen no cell is selected and a you open the **AI Assist panel**, you are in the AI Assist's general context. In the general context, users can chat with the AI Assist as if it were just a regular instance of ChatGPT. It won't know anything about any of the cells' contents and it will not have information about the notebook in this mode (unless the user specifically copies and pastes the content as AI Assist input).","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":127,"value":"

\n \n

The General chat tab within the AI Assist panel

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":111,"value":"### Cell Context\nWhen you select a cell while interacting with **AI Assist**, you will be in the cell context. When in the cell context, AI Assist automatically attaches the editor contents to the prompt to help you with a related question. For SQL cells, the associated database schema is also shared with OpenAI to assist you with query writing.\n\n\n\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":136,"value":"

\n \n

Cell context within the AI Assist panel.

\n","pinned":false,"hidden":false,"mode":"html","author":"$undefined","summary":"$undefined"},{"id":131,"value":"The database schema associated with a focused SQL cell is shared with OpenAI by default, as it is prepended context to any message sent to ChatGPT via AI Assist under those conditions.\nYou may optionally include the cell editor's contents by checking the box at the bottom of the panel that says \"Include code from <cell_name>\".","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":114,"value":"### Personas","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":118,"value":"\nAI Assist will automatically invoke one of two personas, depending on the context: General chat or SQL persona. ","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":142,"value":"\n**General Chat**\n\nIf you are not focused on a cell, and are therefore in general context, you will interact with the General chat persona when communicating with AI Assist. In this persona, AI Assist will be prepend messages to ChatGPT with information from Observable's and Plot's documentation and API. This allows the user to ask questions specifically about Observable and Plot and receive runnable code (in most circumstances).","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":178,"value":"note(htl.html`Note: ChatGPT was not trained on data that includes Observable or Plot documentation, so this information is being sent by our platform at the time of the conversation to help steer the LLM toward a runnable response.`)","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":146,"value":"#### SQL\n\nWhen you focus on a SQL cell, the SQL persona will be activated. Metadata about the your selected data source (the database schema) will be sent automatically with any message, so that you can ask AI Assist to create complex SQL queries (including joins) for you using the actual column names in the table.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":321,"value":"## Data Privacy","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":320,"value":"$31","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":319,"value":"Please see our official [Terms of Service](https://observablehq.com/@observablehq/terms-of-service) for more on this.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":242,"value":"## Known Issues","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":244,"value":"- Responses may require editing before they are able to be run in the notebook.\n - To ensure your code is compatible with Observable JavaScript, see [this notebook](https://observablehq.com/@observablehq/observable-javascript).\n- If a response is not valid, asking the same question a second or third time may yield better results.\n","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":249,"value":"## Limitations\n\n- The model's knowledge of Observable JavaScript and the Plot API are based upon prompt engineering, which incurs cost and can affect the accuracy of the responses. We try to limit the number of tokens spent on prompt engineering, but it is currently required to receive accurate responses. We are continually exploring ways to limit tokens spent and increase the accuracy of responses.\n- Conversations will be deleted after 3 days.","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":167,"value":"## Appendix","pinned":false,"hidden":false,"mode":"md","author":"$undefined","summary":"$undefined"},{"id":173,"value":"import {note} from \"@observablehq/callout-boxes\"","pinned":false,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"},{"id":278,"value":"import {free,pro, enterprise} from \"@observablehq/pro-tag\"","pinned":true,"hidden":false,"mode":"ojs","author":"$undefined","summary":"$undefined"}],"files":"$W32","stdlib":"1","titling":"auto"}} 30:"$2f:body"