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)
This commit is contained in:
Slavi Pantaleev
2025-05-10 09:18:01 +03:00
parent e0dcc39a72
commit 8f86289373
57 changed files with 1074 additions and 335 deletions

View File

@@ -35,7 +35,7 @@ Depending on where the agent is defined (within a room, globally, or [statically
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.
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)).
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)).
After making your modifications to the sample YAML, you submit it back to the bot and the new agent will be created.

View File

@@ -40,7 +40,7 @@ You can adjust the following settings per room and/or globally:
- [💬 Text Generation](text-generation.md)
- [🦻 Speech-to-Text](speech-to-text.md)
- [🗣️ Text-to-Speech](text-to-speech.md)
- [🖌️ Image Generation](image-generation.md)
- [🖌️ Image Creation](image-generation.md)
- [🤝 Handlers](handlers.md)
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.

View File

@@ -11,7 +11,7 @@ The bot supports the following use-purposes:
- [💬 text-generation](../features.md#-text-generation): communicating with you via text
- [🦻 speech-to-text](../features.md#-speech-to-text): turning your voice messages into text
- [🗣️ text-to-speech](../features.md#️-text-to-speech): turning bot or users text messages into voice messages
- [🖌️ image-generation](../features.md#-image-generation): generating images based on instructions
- [🖌️ image-generation](../features.md#image-generation): generating images based on instructions
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.

View File

@@ -1,9 +1,11 @@
## 🖌️ Image Generation
## Image Generation
The Image Generation feature is not configurable at this moment.
The Image Creation and Image Editing features are not configurable at this moment.
You may also wish to see:
- [🌟 Features / 🖌️ Image Generation](../features.md#-image-generation) for a higher-level introduction to the Image Generation features
- [📖 Usage / 🖌️ Image Generation](../usage.md#-image-generation) section for more details on how to use the bot for Image Generation in a room
- [🌟 Features / Image Generation / 🖌️ Image Creation](../features.md#-image-creation) for a higher-level introduction to the Image Creation features
- [🌟 Features / Image Generation / 🎨 Image Editing](../features.md#-image-editing) for a higher-level introduction to the Image Editing features
- [📖 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
- [📖 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

View File

@@ -93,7 +93,7 @@ For getting started most quickly (and locally), we recommend using [LocalAI](#lo
**Ollama is most lightweight** (~2GB for the container image + ~1.6GB for the model), but supports only [💬 text-generation](./features.md#-text-generation).
**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).
**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).
**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.

View File

@@ -139,26 +139,42 @@ To operate in this mode, you can:
- 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)
### 🖌️ Image Generation
### Image Generation
Image generation is the bot's ability to **generate images** based on text prompts.
#### 🖌️ Image Creation
See a [🖼️ Screenshot of the Image Generation feature](./screenshots/image-generation.webp).
Image creation is the bot's ability to **create images** based on text prompts.
See a [🖼️ Screenshot of the Image Creation feature](./screenshots/image-creation.webp).
You may also wish to see:
- [🛠️ Configuration / 🖌️ Image Generation](./configuration/image-generation.md) for configuration options related to Image Generation
- [📖 Usage / 🖌️ Image Generation](./usage.md#-image-generation) section for more details on how to use the bot for Image Generation in a room
- [🫵 Sticker Generation](#-sticker-generation) - a special case of Image Generation
- [📖 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
- [🖌️ Image Editing](#️-image-editing) - another image generation feature
- [🫵 Sticker Creation](#-sticker-creation) - a special case of Image Creation
### 🫵 Sticker Generation
#### 🎨 Image Editing
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).
Image editing is the bot's ability to **edit images** based on a prompt and one or more existing images.
See a [🖼️ Screenshot of the Sticker Generation feature](./screenshots/sticker-generation.webp).
See a [🖼️ Screenshot of the Image Editing feature](./screenshots/image-editing.webp).
See [📖 Usage / 🖌️ Image Generation / Generating Stickers](./usage.md#generating-stickers) for details.
You may also wish to see:
- [🛠️ Configuration / 🖌️ Image Generation](./configuration/image-generation.md) for configuration options related to Image Generation
- [📖 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
- [🖌️ Image Creation](#️-image-creation) - another image generation feature
#### 🫵 Sticker Creation
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).
See a [🖼️ Screenshot of the Sticker Creation feature](./screenshots/sticker-generation.webp).
See [📖 Usage / Image Generation / 🫵 Creating Stickers](./usage.md#-creating-stickers) for details.
### 🔒 Encryption

View File

@@ -23,7 +23,7 @@ The list of supported providers is below.
### How to choose a provider
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).
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).
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.
@@ -120,7 +120,7 @@ For services which are not fully compatible with the OpenAI API, consider using
- 🆔 Identifier: `openai`
- 🔗 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)
- 🌟 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)
- 🌟 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)
- 🗲 Quick start:
- create a room-local agent: `!bai agent create-room-local openai my-openai-agent`
- create a global agent: `!bai agent create-global openai my-openai-agent`
@@ -140,7 +140,7 @@ Some of these popular services already have **shortcut** providers (leading to t
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/).
- 🆔 Identifier: `openai-compatible`
- 🌟 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)
- 🌟 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)
- 🗲 Quick start:
- create a room-local agent: `!bai agent create-room-local openai-compatible my-openai-compatible-agent`
- create a global agent: `!bai agent create-global openai-compatible my-openai-compatible-agent`

Binary file not shown.

After

Width:  |  Height:  |  Size: 298 KiB

Binary file not shown.

After

Width:  |  Height:  |  Size: 285 KiB

Binary file not shown.

Before

Width:  |  Height:  |  Size: 684 KiB

View File

@@ -64,18 +64,18 @@ The speech-to-text feature triggers automatically by default, but can be adjuste
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)).
### 🖌️ Image Generation
This is related to the [🖌️ Image Generation](./features.md#️-image-generation) feature.
### Image Generation
This feature is not configurable at the moment. The configuration (size, quality, style) specified at the [🤖 agent](./agents.md) level will be used.
Capabilities depend on the [☁️ provider](./providers.md) and model used.
#### Generating images
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.
#### 🖌️ Creating images
See a [🖼️ Screenshot of the Image Generation feature](./screenshots/image-generation.webp).
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.
See a [🖼️ Screenshot of the Image Creation feature](./screenshots/image-creation.webp).
You can then, respond in the same message thread with:
@@ -83,15 +83,29 @@ You can then, respond in the same message thread with:
- a message saying `again`, to generate one more image with the current prompt.
#### Generating stickers
#### 🎨 Editing images
A variation of [generating images](#generating-images) is to generate "sticker images".
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.
See a [🖼️ Screenshot of the Sticker Generation feature](./screenshots/sticker-generation.webp).
See a [🖼️ Screenshot of the Image Editing feature](./screenshots/image-editing.webp).
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`.
You can then, respond in the same message thread with:
The difference from [generating images](#generating-images) is that the bot will:
- more messages, to add more criteria to your prompt.
- one or more images, to provide the images that the bot will operate on.
- a message saying `go`, to start the image generation process.
- a message saying `again`, to prompt the bot to generate one more image edit with the current prompt.
#### 🫵 Creating stickers
A variation of [creating images](#creating-images) is to create "sticker images".
See a [🖼️ Screenshot of the Sticker Creation feature](./screenshots/sticker-generation.webp).
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`.
The difference from [creating images](#creating-images) is that the bot will:
- generate a smaller-resolution image (currently hardcoded to `256x256`) - smaller/quicker, but still good enough for a sticker
- potentially switch to a different (cheaper or otherwise more suitable) model, if available