Initial work on Vision support in text conversations and Image Editing
This is a huge patch which does some major refactoring like: - renaming "Image Generation" to "Image Creation" in most places, to better match its new command (`!bai image create`) - relocating image creation command (`!bai image` -> `!bai image create`), so it wouldn't conflict with the new image editing command (`!bai image edit`) - introducing a new image editing command (`!bai image edit`), which is meant to work only with the OpenAI provider, but doesn't fully work yet due to https://github.com/64bit/async-openai/issues/364, though a next patch will fix it - adding support for reading images off of Matrix conversations and forwarding them to text conversations. Works for OpenAI, but not for Anthropic yet (requires custom patches) and not for OpenAI-Compat (no support for images there) - relocating some utils around (base64, mime)
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@@ -35,7 +35,7 @@ Depending on where the agent is defined (within a room, globally, or [statically
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When creating an agent, you will be given some sample [YAML](https://en.wikipedia.org/wiki/YAML) configuration which you can use to customize the agent's behavior.
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This configuration varies depending on the [☁️ provider](./providers.md) used and the capabilities of the agent. Based on the configuration keys you pass, certain features will be enabled or disabled. For example, if you skip the `image_generation` key for an [OpenAI](./providers.md#openai) agent, it won't be able to generate images (see [🖌️ Image Generation](./features.md#-image-generation)).
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This configuration varies depending on the [☁️ provider](./providers.md) used and the capabilities of the agent. Based on the configuration keys you pass, certain features will be enabled or disabled. For example, if you skip the `image_generation` key for an [OpenAI](./providers.md#openai) agent, it won't be able to generate images (see [🖌️ Image Creation](./features.md#-image-creation), [🎨 Image Editing](./features.md#-image-editing), [🫵 Sticker Creation](./features.md#-sticker-creation)).
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After making your modifications to the sample YAML, you submit it back to the bot and the new agent will be created.
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@@ -40,7 +40,7 @@ You can adjust the following settings per room and/or globally:
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- [💬 Text Generation](text-generation.md)
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- [🦻 Speech-to-Text](speech-to-text.md)
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- [🗣️ Text-to-Speech](text-to-speech.md)
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- [🖌️ Image Generation](image-generation.md)
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- [🖌️ Image Creation](image-generation.md)
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- [🤝 Handlers](handlers.md)
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Refer to the bot's help messages (as a response to a `!bai config` help command) for the most up-to-date information on what Room Settings can be configured.
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@@ -11,7 +11,7 @@ The bot supports the following use-purposes:
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- [💬 text-generation](../features.md#-text-generation): communicating with you via text
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- [🦻 speech-to-text](../features.md#-speech-to-text): turning your voice messages into text
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- [🗣️ text-to-speech](../features.md#️-text-to-speech): turning bot or users text messages into voice messages
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- [🖌️ image-generation](../features.md#-image-generation): generating images based on instructions
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- [🖌️ image-generation](../features.md#image-generation): generating images based on instructions
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In a given room, each different purpose can be served by a different [provider](../providers.md) and model. This combination of provider and model configuration is called an [🤖 agent](../agents.md). Each purpose can be served by a different **handler** agent.
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@@ -1,9 +1,11 @@
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## 🖌️ Image Generation
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## Image Generation
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The Image Generation feature is not configurable at this moment.
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The Image Creation and Image Editing features are not configurable at this moment.
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You may also wish to see:
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- [🌟 Features / 🖌️ Image Generation](../features.md#-image-generation) for a higher-level introduction to the Image Generation features
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- [📖 Usage / 🖌️ Image Generation](../usage.md#-image-generation) section for more details on how to use the bot for Image Generation in a room
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- [🌟 Features / Image Generation / 🖌️ Image Creation](../features.md#-image-creation) for a higher-level introduction to the Image Creation features
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- [🌟 Features / Image Generation / 🎨 Image Editing](../features.md#-image-editing) for a higher-level introduction to the Image Editing features
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- [📖 Usage / Image Generation / 🖌️ Creating Images](../usage.md#-creating-images) section for more details on how to use the bot for Image Creation in a room
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- [📖 Usage / Image Generation / 🎨 Editing images](../usage.md#-editing-images) section for more details on how to use the bot for Image Editing in a room
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@@ -93,7 +93,7 @@ For getting started most quickly (and locally), we recommend using [LocalAI](#lo
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**Ollama is most lightweight** (~2GB for the container image + ~1.6GB for the model), but supports only [💬 text-generation](./features.md#-text-generation).
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**LocalAI requires 4x more disk space** (~6GB for the container image + ~12GB for the models), but supports [💬 text-generation](./features.md#-text-generation), [🗣️ text-to-speech](./features.md#️-text-to-speech), [🦻 speech-to-text](./features.md#-speech-to-text) and [🖼️ image-generation](./features.md#️-image-generation).
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**LocalAI requires 4x more disk space** (~6GB for the container image + ~12GB for the models), but supports [💬 text-generation](./features.md#-text-generation), [🗣️ text-to-speech](./features.md#️-text-to-speech), [🦻 speech-to-text](./features.md#-speech-to-text) and [🖼️ image-generation](./features.md#️-image-creation).
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**OpenAI supports all of these capabilities** as well and does not require powerful hardware or lots of disk space. However, it requires signup and an API key.
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@@ -139,26 +139,42 @@ To operate in this mode, you can:
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- optionally adjust [🦻 Speech-to-Text / 🪄 Message Type for non-threaded only-transcribed messages](./configuration/speech-to-text.md#-message-type-for-non-threaded-only-transcribed-messages), if you'd like to bot to send messages of type `notice` (for better compatibility with other bots in the room) instead of sending regular `text` messages (default)
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### 🖌️ Image Generation
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### Image Generation
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Image generation is the bot's ability to **generate images** based on text prompts.
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#### 🖌️ Image Creation
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See a [🖼️ Screenshot of the Image Generation feature](./screenshots/image-generation.webp).
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Image creation is the bot's ability to **create images** based on text prompts.
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See a [🖼️ Screenshot of the Image Creation feature](./screenshots/image-creation.webp).
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You may also wish to see:
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- [🛠️ Configuration / 🖌️ Image Generation](./configuration/image-generation.md) for configuration options related to Image Generation
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- [📖 Usage / 🖌️ Image Generation](./usage.md#-image-generation) section for more details on how to use the bot for Image Generation in a room
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- [🫵 Sticker Generation](#-sticker-generation) - a special case of Image Generation
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- [📖 Usage / Image Generation / 🖌️ Creating Images](./usage.md#-creating-images) section for more details on how to use the bot for Image Creation in a room
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- [🖌️ Image Editing](#️-image-editing) - another image generation feature
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- [🫵 Sticker Creation](#-sticker-creation) - a special case of Image Creation
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### 🫵 Sticker Generation
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#### 🎨 Image Editing
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Sticker generation is the bot's ability to **generate sticker** images based on text prompts. It's a special case of [🖌️ Image Generation](#️-image-generation).
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Image editing is the bot's ability to **edit images** based on a prompt and one or more existing images.
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See a [🖼️ Screenshot of the Sticker Generation feature](./screenshots/sticker-generation.webp).
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See a [🖼️ Screenshot of the Image Editing feature](./screenshots/image-editing.webp).
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See [📖 Usage / 🖌️ Image Generation / Generating Stickers](./usage.md#generating-stickers) for details.
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You may also wish to see:
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- [🛠️ Configuration / 🖌️ Image Generation](./configuration/image-generation.md) for configuration options related to Image Generation
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- [📖 Usage / Image Generation / 🎨 Editing images](./usage.md#-editing-images) section for more details on how to use the bot for Image Editing in a room
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- [🖌️ Image Creation](#️-image-creation) - another image generation feature
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#### 🫵 Sticker Creation
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Sticker generation is the bot's ability to **generate sticker** images based on text prompts. It's a special case of [🖌️ Image Creation](#️-image-creation).
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See a [🖼️ Screenshot of the Sticker Creation feature](./screenshots/sticker-generation.webp).
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See [📖 Usage / Image Generation / 🫵 Creating Stickers](./usage.md#-creating-stickers) for details.
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### 🔒 Encryption
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@@ -23,7 +23,7 @@ The list of supported providers is below.
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### How to choose a provider
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If you're not sure which provider to start with, **we recommend [OpenAI](#openai)** as it's the most popular and has the **widest range of capabilities**: [💬 text-generation](./features.md#-text-generation), [🖌️ image-generation](./features.md#️-image-generation), [🦻 speech-to-text](./features.md#-speech-to-text), [🗣️ text-to-speech](./features.md#️-text-to-speech).
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If you're not sure which provider to start with, **we recommend [OpenAI](#openai)** as it's the most popular and has the **widest range of capabilities**: [💬 text-generation](./features.md#-text-generation), [🖌️ image-generation](./features.md#️image-generation), [🦻 speech-to-text](./features.md#-speech-to-text), [🗣️ text-to-speech](./features.md#️-text-to-speech).
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You don't need to choose just one though. The bot supports [mixing & matching models](./features.md#-mixing--matching-models), so you can use multiple providers at the same time.
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@@ -120,7 +120,7 @@ For services which are not fully compatible with the OpenAI API, consider using
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- 🆔 Identifier: `openai`
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- 🔗 Links: [🏠 Home page](https://openai.com/), [🌐 Wiki](https://en.wikipedia.org/wiki/OpenAI), [👤 Sign up](https://platform.openai.com/signup), [📋 Models list](https://platform.openai.com/docs/models)
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- 🌟 Capabilities: [🖌️ image-generation](./features.md#️-image-generation), [💬 text-generation](./features.md#-text-generation), [🗣️ text-to-speech](./features.md#️-text-to-speech), [🦻 speech-to-text](./features.md#-speech-to-text)
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- 🌟 Capabilities: [🖌️ image-generation](./features.md#️-image-creation), [💬 text-generation](./features.md#-text-generation), [🗣️ text-to-speech](./features.md#️-text-to-speech), [🦻 speech-to-text](./features.md#-speech-to-text)
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- 🗲 Quick start:
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- create a room-local agent: `!bai agent create-room-local openai my-openai-agent`
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- create a global agent: `!bai agent create-global openai my-openai-agent`
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@@ -140,7 +140,7 @@ Some of these popular services already have **shortcut** providers (leading to t
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This provider is just as featureful as the [OpenAI](#openai) provider, but is more compatible with services which do not fully adhere to the [OpenAI API spec](https://github.com/openai/openai-openapi/).
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- 🆔 Identifier: `openai-compatible`
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- 🌟 Capabilities: [🖌️ image-generation](./features.md#️-image-generation), [💬 text-generation](./features.md#-text-generation), [🗣️ text-to-speech](./features.md#️-text-to-speech), [🦻 speech-to-text](./features.md#-speech-to-text)
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- 🌟 Capabilities: [🖌️ image-generation](./features.md#️-image-creation), [💬 text-generation](./features.md#-text-generation), [🗣️ text-to-speech](./features.md#️-text-to-speech), [🦻 speech-to-text](./features.md#-speech-to-text)
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- 🗲 Quick start:
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- create a room-local agent: `!bai agent create-room-local openai-compatible my-openai-compatible-agent`
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- create a global agent: `!bai agent create-global openai-compatible my-openai-compatible-agent`
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@@ -64,18 +64,18 @@ The speech-to-text feature triggers automatically by default, but can be adjuste
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If all your messages are in the same language, you can improve accuracy & latency by configuring the language (see [🦻 Speech-to-Text / 🔤 Language](./configuration/speech-to-text.md#-language)).
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### 🖌️ Image Generation
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This is related to the [🖌️ Image Generation](./features.md#️-image-generation) feature.
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### Image Generation
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This feature is not configurable at the moment. The configuration (size, quality, style) specified at the [🤖 agent](./agents.md) level will be used.
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Capabilities depend on the [☁️ provider](./providers.md) and model used.
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#### Generating images
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Simply send a command like `!bai image A beautiful sunset over the ocean` and the bot will start a threaded conversation and post an image based on your prompt.
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#### 🖌️ Creating images
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See a [🖼️ Screenshot of the Image Generation feature](./screenshots/image-generation.webp).
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Simply send a command like `!bai image create A beautiful sunset over the ocean` and the bot will start a threaded conversation and post an image based on your prompt.
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See a [🖼️ Screenshot of the Image Creation feature](./screenshots/image-creation.webp).
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You can then, respond in the same message thread with:
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@@ -83,15 +83,29 @@ You can then, respond in the same message thread with:
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- a message saying `again`, to generate one more image with the current prompt.
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#### Generating stickers
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#### 🎨 Editing images
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A variation of [generating images](#generating-images) is to generate "sticker images".
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Simply send a command like `!bai image edit Turn the following image into an anime-style drawing` and the bot will start a threaded conversation asking for more details.
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See a [🖼️ Screenshot of the Sticker Generation feature](./screenshots/sticker-generation.webp).
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See a [🖼️ Screenshot of the Image Editing feature](./screenshots/image-editing.webp).
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To generate a sticker, send a command like `!bai sticker A huge ramen bowl with lots of chashu and a mountain of beansprouts on top`.
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You can then, respond in the same message thread with:
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The difference from [generating images](#generating-images) is that the bot will:
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- more messages, to add more criteria to your prompt.
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- one or more images, to provide the images that the bot will operate on.
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- a message saying `go`, to start the image generation process.
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- a message saying `again`, to prompt the bot to generate one more image edit with the current prompt.
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#### 🫵 Creating stickers
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A variation of [creating images](#creating-images) is to create "sticker images".
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See a [🖼️ Screenshot of the Sticker Creation feature](./screenshots/sticker-generation.webp).
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To create a sticker, send a command like `!bai sticker A huge ramen bowl with lots of chashu and a mountain of beansprouts on top`.
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The difference from [creating images](#creating-images) is that the bot will:
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- generate a smaller-resolution image (currently hardcoded to `256x256`) - smaller/quicker, but still good enough for a sticker
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- potentially switch to a different (cheaper or otherwise more suitable) model, if available
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