FastEmbedModel

Enum FastEmbedModel 

Source
pub enum FastEmbedModel {
Show 42 variants AllMiniLML6V2, AllMiniLML6V2Q, AllMiniLML12V2, AllMiniLML12V2Q, AllMpnetBaseV2, BGEBaseENV15, BGEBaseENV15Q, BGELargeENV15, BGELargeENV15Q, BGESmallENV15, BGESmallENV15Q, NomicEmbedTextV1, NomicEmbedTextV15, NomicEmbedTextV15Q, ParaphraseMLMiniLML12V2, ParaphraseMLMiniLML12V2Q, ParaphraseMLMpnetBaseV2, BGESmallZHV15, BGELargeZHV15, ModernBertEmbedLarge, MultilingualE5Small, MultilingualE5Base, MultilingualE5Large, MxbaiEmbedLargeV1, MxbaiEmbedLargeV1Q, GTEBaseENV15, GTEBaseENV15Q, GTELargeENV15, GTELargeENV15Q, ClipVitB32, JinaEmbeddingsV2BaseCode, EmbeddingGemma300M, SnowflakeArcticEmbedXS, SnowflakeArcticEmbedXSQ, SnowflakeArcticEmbedS, SnowflakeArcticEmbedSQ, SnowflakeArcticEmbedM, SnowflakeArcticEmbedMQ, SnowflakeArcticEmbedMLong, SnowflakeArcticEmbedMLongQ, SnowflakeArcticEmbedL, SnowflakeArcticEmbedLQ,
}

Variants§

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AllMiniLML6V2

sentence-transformers/all-MiniLM-L6-v2

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AllMiniLML6V2Q

Quantized sentence-transformers/all-MiniLM-L6-v2

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AllMiniLML12V2

sentence-transformers/all-MiniLM-L12-v2

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AllMiniLML12V2Q

Quantized sentence-transformers/all-MiniLM-L12-v2

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AllMpnetBaseV2

sentence-transformers/all-mpnet-base-v2

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BGEBaseENV15

BAAI/bge-base-en-v1.5

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BGEBaseENV15Q

Quantized BAAI/bge-base-en-v1.5

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BGELargeENV15

BAAI/bge-large-en-v1.5

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BGELargeENV15Q

Quantized BAAI/bge-large-en-v1.5

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BGESmallENV15

BAAI/bge-small-en-v1.5 - Default

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BGESmallENV15Q

Quantized BAAI/bge-small-en-v1.5

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NomicEmbedTextV1

nomic-ai/nomic-embed-text-v1

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NomicEmbedTextV15

nomic-ai/nomic-embed-text-v1.5

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NomicEmbedTextV15Q

Quantized v1.5 nomic-ai/nomic-embed-text-v1.5

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ParaphraseMLMiniLML12V2

sentence-transformers/paraphrase-MiniLM-L6-v2

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ParaphraseMLMiniLML12V2Q

Quantized sentence-transformers/paraphrase-MiniLM-L6-v2

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ParaphraseMLMpnetBaseV2

sentence-transformers/paraphrase-mpnet-base-v2

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BGESmallZHV15

BAAI/bge-small-zh-v1.5

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BGELargeZHV15

BAAI/bge-large-zh-v1.5

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ModernBertEmbedLarge

lightonai/modernbert-embed-large

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MultilingualE5Small

intfloat/multilingual-e5-small

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MultilingualE5Base

intfloat/multilingual-e5-base

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MultilingualE5Large

intfloat/multilingual-e5-large

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MxbaiEmbedLargeV1

mixedbread-ai/mxbai-embed-large-v1

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MxbaiEmbedLargeV1Q

Quantized mixedbread-ai/mxbai-embed-large-v1

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GTEBaseENV15

Alibaba-NLP/gte-base-en-v1.5

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GTEBaseENV15Q

Quantized Alibaba-NLP/gte-base-en-v1.5

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GTELargeENV15

Alibaba-NLP/gte-large-en-v1.5

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GTELargeENV15Q

Quantized Alibaba-NLP/gte-large-en-v1.5

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ClipVitB32

Qdrant/clip-ViT-B-32-text

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JinaEmbeddingsV2BaseCode

jinaai/jina-embeddings-v2-base-code

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EmbeddingGemma300M

onnx-community/embeddinggemma-300m-ONNX

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SnowflakeArcticEmbedXS

snowflake/snowflake-arctic-embed-xs

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SnowflakeArcticEmbedXSQ

Quantized snowflake/snowflake-arctic-embed-xs

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SnowflakeArcticEmbedS

snowflake/snowflake-arctic-embed-s

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SnowflakeArcticEmbedSQ

Quantized snowflake/snowflake-arctic-embed-s

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SnowflakeArcticEmbedM

snowflake/snowflake-arctic-embed-m

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SnowflakeArcticEmbedMQ

Quantized snowflake/snowflake-arctic-embed-m

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SnowflakeArcticEmbedMLong

snowflake/snowflake-arctic-embed-m-long

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SnowflakeArcticEmbedMLongQ

Quantized snowflake/snowflake-arctic-embed-m-long

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SnowflakeArcticEmbedL

snowflake/snowflake-arctic-embed-l

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SnowflakeArcticEmbedLQ

Quantized snowflake/snowflake-arctic-embed-l

Trait Implementations§

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impl Clone for EmbeddingModel

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fn clone(&self) -> EmbeddingModel

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for EmbeddingModel

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl Default for EmbeddingModel

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fn default() -> EmbeddingModel

Returns the “default value” for a type. Read more
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impl Display for EmbeddingModel

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fn fmt(&self, f: &mut Formatter<'_>) -> Result<(), Error>

Formats the value using the given formatter. Read more
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impl FromStr for EmbeddingModel

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type Err = String

The associated error which can be returned from parsing.
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fn from_str(s: &str) -> Result<EmbeddingModel, <EmbeddingModel as FromStr>::Err>

Parses a string s to return a value of this type. Read more
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impl Hash for EmbeddingModel

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fn hash<__H>(&self, state: &mut __H)
where __H: Hasher,

Feeds this value into the given Hasher. Read more
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fn hash_slice<H>(data: &[Self], state: &mut H)
where H: Hasher, Self: Sized,

Feeds a slice of this type into the given Hasher. Read more
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impl ModelTrait for EmbeddingModel

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fn get_model_info(model: &EmbeddingModel) -> Option<&ModelInfo<EmbeddingModel>>

Get model information by model code.

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type Model = EmbeddingModel

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impl PartialEq for EmbeddingModel

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fn eq(&self, other: &EmbeddingModel) -> bool

Tests for self and other values to be equal, and is used by ==.
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fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.
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impl TryFrom<String> for EmbeddingModel

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type Error = String

The type returned in the event of a conversion error.
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fn try_from( value: String, ) -> Result<EmbeddingModel, <EmbeddingModel as TryFrom<String>>::Error>

Performs the conversion.
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impl Eq for EmbeddingModel

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impl StructuralPartialEq for EmbeddingModel

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fn bg<C>(&self) -> BgColorDisplay<'_, C, Self>
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Set the background color generically. Read more
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fn black(&self) -> FgColorDisplay<'_, Black, Self>

Change the foreground color to black
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fn on_black(&self) -> BgColorDisplay<'_, Black, Self>

Change the background color to black
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fn red(&self) -> FgColorDisplay<'_, Red, Self>

Change the foreground color to red
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fn on_red(&self) -> BgColorDisplay<'_, Red, Self>

Change the background color to red
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fn green(&self) -> FgColorDisplay<'_, Green, Self>

Change the foreground color to green
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fn on_green(&self) -> BgColorDisplay<'_, Green, Self>

Change the background color to green
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fn yellow(&self) -> FgColorDisplay<'_, Yellow, Self>

Change the foreground color to yellow
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fn on_yellow(&self) -> BgColorDisplay<'_, Yellow, Self>

Change the background color to yellow
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fn blue(&self) -> FgColorDisplay<'_, Blue, Self>

Change the foreground color to blue
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fn on_blue(&self) -> BgColorDisplay<'_, Blue, Self>

Change the background color to blue
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fn magenta(&self) -> FgColorDisplay<'_, Magenta, Self>

Change the foreground color to magenta
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fn on_magenta(&self) -> BgColorDisplay<'_, Magenta, Self>

Change the background color to magenta
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fn purple(&self) -> FgColorDisplay<'_, Magenta, Self>

Change the foreground color to purple
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fn on_purple(&self) -> BgColorDisplay<'_, Magenta, Self>

Change the background color to purple
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fn cyan(&self) -> FgColorDisplay<'_, Cyan, Self>

Change the foreground color to cyan
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fn on_cyan(&self) -> BgColorDisplay<'_, Cyan, Self>

Change the background color to cyan
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fn white(&self) -> FgColorDisplay<'_, White, Self>

Change the foreground color to white
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fn on_white(&self) -> BgColorDisplay<'_, White, Self>

Change the background color to white
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fn default_color(&self) -> FgColorDisplay<'_, Default, Self>

Change the foreground color to the terminal default
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fn on_default_color(&self) -> BgColorDisplay<'_, Default, Self>

Change the background color to the terminal default
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fn bright_black(&self) -> FgColorDisplay<'_, BrightBlack, Self>

Change the foreground color to bright black
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fn on_bright_black(&self) -> BgColorDisplay<'_, BrightBlack, Self>

Change the background color to bright black
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fn bright_red(&self) -> FgColorDisplay<'_, BrightRed, Self>

Change the foreground color to bright red
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fn on_bright_red(&self) -> BgColorDisplay<'_, BrightRed, Self>

Change the background color to bright red
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fn bright_green(&self) -> FgColorDisplay<'_, BrightGreen, Self>

Change the foreground color to bright green
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fn on_bright_green(&self) -> BgColorDisplay<'_, BrightGreen, Self>

Change the background color to bright green
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fn bright_yellow(&self) -> FgColorDisplay<'_, BrightYellow, Self>

Change the foreground color to bright yellow
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fn on_bright_yellow(&self) -> BgColorDisplay<'_, BrightYellow, Self>

Change the background color to bright yellow
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fn bright_blue(&self) -> FgColorDisplay<'_, BrightBlue, Self>

Change the foreground color to bright blue
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fn on_bright_blue(&self) -> BgColorDisplay<'_, BrightBlue, Self>

Change the background color to bright blue
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fn bright_magenta(&self) -> FgColorDisplay<'_, BrightMagenta, Self>

Change the foreground color to bright magenta
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fn on_bright_magenta(&self) -> BgColorDisplay<'_, BrightMagenta, Self>

Change the background color to bright magenta
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fn bright_purple(&self) -> FgColorDisplay<'_, BrightMagenta, Self>

Change the foreground color to bright purple
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fn on_bright_purple(&self) -> BgColorDisplay<'_, BrightMagenta, Self>

Change the background color to bright purple
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fn bright_cyan(&self) -> FgColorDisplay<'_, BrightCyan, Self>

Change the foreground color to bright cyan
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fn on_bright_cyan(&self) -> BgColorDisplay<'_, BrightCyan, Self>

Change the background color to bright cyan
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fn bright_white(&self) -> FgColorDisplay<'_, BrightWhite, Self>

Change the foreground color to bright white
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fn on_bright_white(&self) -> BgColorDisplay<'_, BrightWhite, Self>

Change the background color to bright white
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fn bold(&self) -> BoldDisplay<'_, Self>

Make the text bold
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fn dimmed(&self) -> DimDisplay<'_, Self>

Make the text dim
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fn italic(&self) -> ItalicDisplay<'_, Self>

Make the text italicized
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fn underline(&self) -> UnderlineDisplay<'_, Self>

Make the text underlined
Make the text blink
Make the text blink (but fast!)
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fn reversed(&self) -> ReversedDisplay<'_, Self>

Swap the foreground and background colors
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fn hidden(&self) -> HiddenDisplay<'_, Self>

Hide the text
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fn strikethrough(&self) -> StrikeThroughDisplay<'_, Self>

Cross out the text
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fn color<Color>(&self, color: Color) -> FgDynColorDisplay<'_, Color, Self>
where Color: DynColor,

Set the foreground color at runtime. Only use if you do not know which color will be used at compile-time. If the color is constant, use either OwoColorize::fg or a color-specific method, such as OwoColorize::green, Read more
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fn on_color<Color>(&self, color: Color) -> BgDynColorDisplay<'_, Color, Self>
where Color: DynColor,

Set the background color at runtime. Only use if you do not know what color to use at compile-time. If the color is constant, use either OwoColorize::bg or a color-specific method, such as OwoColorize::on_yellow, Read more
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fn fg_rgb<const R: u8, const G: u8, const B: u8>( &self, ) -> FgColorDisplay<'_, CustomColor<R, G, B>, Self>

Set the foreground color to a specific RGB value.
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fn bg_rgb<const R: u8, const G: u8, const B: u8>( &self, ) -> BgColorDisplay<'_, CustomColor<R, G, B>, Self>

Set the background color to a specific RGB value.
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fn truecolor(&self, r: u8, g: u8, b: u8) -> FgDynColorDisplay<'_, Rgb, Self>

Sets the foreground color to an RGB value.
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fn on_truecolor(&self, r: u8, g: u8, b: u8) -> BgDynColorDisplay<'_, Rgb, Self>

Sets the background color to an RGB value.
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fn style(&self, style: Style) -> Styled<&Self>

Apply a runtime-determined style
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