mirror of
https://github.com/meilisearch/MeiliSearch
synced 2024-11-22 12:54:26 +01:00
Flatten embedders settings
This commit is contained in:
Louis Dureuil
parent
e249e4db7b
commit
393216bf30
@ -34,6 +34,9 @@ pub struct EmbedderOptions {
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
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#[deserr(rename_all = camelCase, deny_unknown_fields)]
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pub enum EmbeddingModel {
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// # WARNING
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//
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// If ever adding a model, make sure to add it to the list of supported models below.
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#[default]
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#[serde(rename = "text-embedding-ada-002")]
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#[deserr(rename = "text-embedding-ada-002")]
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@ -41,6 +44,10 @@ pub enum EmbeddingModel {
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}
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impl EmbeddingModel {
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pub fn supported_models() -> &'static [&'static str] {
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&["text-embedding-ada-002"]
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}
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pub fn max_token(&self) -> usize {
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match self {
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EmbeddingModel::TextEmbeddingAda002 => 8191,
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@ -59,7 +66,7 @@ impl EmbeddingModel {
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}
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}
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pub fn from_name(name: &'static str) -> Option<Self> {
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pub fn from_name(name: &str) -> Option<Self> {
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match name {
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"text-embedding-ada-002" => Some(EmbeddingModel::TextEmbeddingAda002),
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_ => None,
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@ -4,32 +4,189 @@ use serde::{Deserialize, Serialize};
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use crate::prompt::PromptData;
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use crate::update::Setting;
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use crate::vector::EmbeddingConfig;
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use crate::UserError;
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
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#[deserr(rename_all = camelCase, deny_unknown_fields)]
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pub struct EmbeddingSettings {
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#[serde(default, skip_serializing_if = "Setting::is_not_set", rename = "source")]
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#[deserr(default, rename = "source")]
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pub embedder_options: Setting<EmbedderSettings>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub document_template: Setting<PromptSettings>,
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pub source: Setting<EmbedderSource>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub model: Setting<String>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub revision: Setting<String>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub api_key: Setting<String>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub dimensions: Setting<usize>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub document_template: Setting<String>,
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}
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pub fn check_unset<T>(
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key: &Setting<T>,
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field: &'static str,
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source: EmbedderSource,
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embedder_name: &str,
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) -> Result<(), UserError> {
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if matches!(key, Setting::NotSet) {
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Ok(())
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} else {
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Err(UserError::InvalidFieldForSource {
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embedder_name: embedder_name.to_owned(),
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source_: source,
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field,
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allowed_fields_for_source: EmbeddingSettings::allowed_fields_for_source(source),
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allowed_sources_for_field: EmbeddingSettings::allowed_sources_for_field(field),
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})
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}
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}
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pub fn check_set<T>(
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key: &Setting<T>,
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field: &'static str,
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source: EmbedderSource,
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embedder_name: &str,
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) -> Result<(), UserError> {
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if matches!(key, Setting::Set(_)) {
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Ok(())
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} else {
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Err(UserError::MissingFieldForSource {
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field,
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source_: source,
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embedder_name: embedder_name.to_owned(),
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})
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}
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}
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impl EmbeddingSettings {
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pub const SOURCE: &str = "source";
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pub const MODEL: &str = "model";
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pub const REVISION: &str = "revision";
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pub const API_KEY: &str = "apiKey";
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pub const DIMENSIONS: &str = "dimensions";
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pub const DOCUMENT_TEMPLATE: &str = "documentTemplate";
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pub fn allowed_sources_for_field(field: &'static str) -> &'static [EmbedderSource] {
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match field {
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Self::SOURCE => {
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&[EmbedderSource::HuggingFace, EmbedderSource::OpenAi, EmbedderSource::UserProvided]
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}
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Self::MODEL => &[EmbedderSource::HuggingFace, EmbedderSource::OpenAi],
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Self::REVISION => &[EmbedderSource::HuggingFace],
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Self::API_KEY => &[EmbedderSource::OpenAi],
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Self::DIMENSIONS => &[EmbedderSource::UserProvided],
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Self::DOCUMENT_TEMPLATE => &[EmbedderSource::HuggingFace, EmbedderSource::OpenAi],
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_other => unreachable!("unknown field"),
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}
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}
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pub fn allowed_fields_for_source(source: EmbedderSource) -> &'static [&'static str] {
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match source {
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EmbedderSource::OpenAi => {
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&[Self::SOURCE, Self::MODEL, Self::API_KEY, Self::DOCUMENT_TEMPLATE]
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}
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EmbedderSource::HuggingFace => {
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&[Self::SOURCE, Self::MODEL, Self::REVISION, Self::DOCUMENT_TEMPLATE]
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}
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EmbedderSource::UserProvided => &[Self::SOURCE, Self::DIMENSIONS],
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}
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}
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pub(crate) fn apply_default_source(setting: &mut Setting<EmbeddingSettings>) {
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if let Setting::Set(EmbeddingSettings {
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source: source @ (Setting::NotSet | Setting::Reset),
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..
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}) = setting
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{
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*source = Setting::Set(EmbedderSource::default())
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}
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}
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}
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#[derive(Debug, Clone, Copy, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
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#[deserr(rename_all = camelCase, deny_unknown_fields)]
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pub enum EmbedderSource {
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#[default]
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OpenAi,
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HuggingFace,
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UserProvided,
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}
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impl std::fmt::Display for EmbedderSource {
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fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
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let s = match self {
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EmbedderSource::OpenAi => "openAi",
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EmbedderSource::HuggingFace => "huggingFace",
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EmbedderSource::UserProvided => "userProvided",
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};
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f.write_str(s)
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}
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}
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impl EmbeddingSettings {
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pub fn apply(&mut self, new: Self) {
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let EmbeddingSettings { embedder_options, document_template: prompt } = new;
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self.embedder_options.apply(embedder_options);
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self.document_template.apply(prompt);
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let EmbeddingSettings { source, model, revision, api_key, dimensions, document_template } =
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new;
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let old_source = self.source;
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self.source.apply(source);
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// Reinitialize the whole setting object on a source change
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if old_source != self.source {
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*self = EmbeddingSettings {
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source,
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model,
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revision,
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api_key,
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dimensions,
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document_template,
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};
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return;
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}
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self.model.apply(model);
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self.revision.apply(revision);
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self.api_key.apply(api_key);
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self.dimensions.apply(dimensions);
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self.document_template.apply(document_template);
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}
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}
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impl From<EmbeddingConfig> for EmbeddingSettings {
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fn from(value: EmbeddingConfig) -> Self {
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Self {
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embedder_options: Setting::Set(value.embedder_options.into()),
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document_template: Setting::Set(value.prompt.into()),
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let EmbeddingConfig { embedder_options, prompt } = value;
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match embedder_options {
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super::EmbedderOptions::HuggingFace(options) => Self {
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source: Setting::Set(EmbedderSource::HuggingFace),
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model: Setting::Set(options.model),
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revision: options.revision.map(Setting::Set).unwrap_or_default(),
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api_key: Setting::NotSet,
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dimensions: Setting::NotSet,
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document_template: Setting::Set(prompt.template),
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},
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super::EmbedderOptions::OpenAi(options) => Self {
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source: Setting::Set(EmbedderSource::OpenAi),
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model: Setting::Set(options.embedding_model.name().to_owned()),
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revision: Setting::NotSet,
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api_key: options.api_key.map(Setting::Set).unwrap_or_default(),
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dimensions: Setting::NotSet,
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document_template: Setting::Set(prompt.template),
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},
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super::EmbedderOptions::UserProvided(options) => Self {
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source: Setting::Set(EmbedderSource::UserProvided),
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model: Setting::NotSet,
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revision: Setting::NotSet,
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api_key: Setting::NotSet,
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dimensions: Setting::Set(options.dimensions),
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document_template: Setting::NotSet,
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},
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}
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}
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}
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@ -37,262 +194,51 @@ impl From<EmbeddingConfig> for EmbeddingSettings {
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impl From<EmbeddingSettings> for EmbeddingConfig {
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fn from(value: EmbeddingSettings) -> Self {
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let mut this = Self::default();
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let EmbeddingSettings { embedder_options, document_template: prompt } = value;
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if let Some(embedder_options) = embedder_options.set() {
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this.embedder_options = embedder_options.into();
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}
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if let Some(prompt) = prompt.set() {
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this.prompt = prompt.into();
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}
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this
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}
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}
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
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#[deserr(rename_all = camelCase, deny_unknown_fields)]
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pub struct PromptSettings {
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub template: Setting<String>,
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}
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impl PromptSettings {
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pub fn apply(&mut self, new: Self) {
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let PromptSettings { template } = new;
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self.template.apply(template);
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}
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}
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impl From<PromptData> for PromptSettings {
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fn from(value: PromptData) -> Self {
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Self { template: Setting::Set(value.template) }
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}
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}
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impl From<PromptSettings> for PromptData {
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fn from(value: PromptSettings) -> Self {
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let mut this = PromptData::default();
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let PromptSettings { template } = value;
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if let Some(template) = template.set() {
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this.template = template;
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}
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this
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}
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}
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#[derive(Debug, Clone, Serialize, Deserialize, PartialEq, Eq)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
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pub enum EmbedderSettings {
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HuggingFace(Setting<HfEmbedderSettings>),
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OpenAi(Setting<OpenAiEmbedderSettings>),
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UserProvided(UserProvidedSettings),
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}
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impl<E> Deserr<E> for EmbedderSettings
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where
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E: deserr::DeserializeError,
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{
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fn deserialize_from_value<V: deserr::IntoValue>(
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value: deserr::Value<V>,
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location: deserr::ValuePointerRef,
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) -> Result<Self, E> {
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match value {
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deserr::Value::Map(map) => {
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if deserr::Map::len(&map) != 1 {
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return Err(deserr::take_cf_content(E::error::<V>(
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None,
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deserr::ErrorKind::Unexpected {
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msg: format!(
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"Expected a single field, got {} fields",
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deserr::Map::len(&map)
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),
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},
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location,
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)));
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let EmbeddingSettings { source, model, revision, api_key, dimensions, document_template } =
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value;
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if let Some(source) = source.set() {
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match source {
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EmbedderSource::OpenAi => {
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let mut options = super::openai::EmbedderOptions::with_default_model(None);
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if let Some(model) = model.set() {
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if let Some(model) = super::openai::EmbeddingModel::from_name(&model) {
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options.embedding_model = model;
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}
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}
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if let Some(api_key) = api_key.set() {
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options.api_key = Some(api_key);
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}
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this.embedder_options = super::EmbedderOptions::OpenAi(options);
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}
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let mut it = deserr::Map::into_iter(map);
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let (k, v) = it.next().unwrap();
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match k.as_str() {
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"huggingFace" => Ok(EmbedderSettings::HuggingFace(Setting::Set(
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HfEmbedderSettings::deserialize_from_value(
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v.into_value(),
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location.push_key(&k),
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)?,
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))),
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"openAi" => Ok(EmbedderSettings::OpenAi(Setting::Set(
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OpenAiEmbedderSettings::deserialize_from_value(
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v.into_value(),
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location.push_key(&k),
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)?,
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))),
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"userProvided" => Ok(EmbedderSettings::UserProvided(
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UserProvidedSettings::deserialize_from_value(
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v.into_value(),
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location.push_key(&k),
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)?,
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)),
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other => Err(deserr::take_cf_content(E::error::<V>(
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None,
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deserr::ErrorKind::UnknownKey {
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key: other,
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accepted: &["huggingFace", "openAi", "userProvided"],
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},
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location,
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))),
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EmbedderSource::HuggingFace => {
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let mut options = super::hf::EmbedderOptions::default();
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if let Some(model) = model.set() {
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options.model = model;
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// Reset the revision if we are setting the model.
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// This allows the following:
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// "huggingFace": {} -> default model with default revision
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// "huggingFace": { "model": "name-of-the-default-model" } -> default model without a revision
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// "huggingFace": { "model": "some-other-model" } -> most importantly, other model without a revision
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options.revision = None;
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}
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if let Some(revision) = revision.set() {
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options.revision = Some(revision);
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}
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this.embedder_options = super::EmbedderOptions::HuggingFace(options);
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}
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EmbedderSource::UserProvided => {
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this.embedder_options =
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super::EmbedderOptions::UserProvided(super::manual::EmbedderOptions {
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dimensions: dimensions.set().unwrap(),
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});
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}
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}
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_ => Err(deserr::take_cf_content(E::error::<V>(
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None,
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deserr::ErrorKind::IncorrectValueKind {
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actual: value,
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accepted: &[deserr::ValueKind::Map],
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},
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location,
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))),
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}
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}
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}
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impl Default for EmbedderSettings {
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fn default() -> Self {
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Self::OpenAi(Default::default())
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}
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}
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impl From<crate::vector::EmbedderOptions> for EmbedderSettings {
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fn from(value: crate::vector::EmbedderOptions) -> Self {
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match value {
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crate::vector::EmbedderOptions::HuggingFace(hf) => {
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Self::HuggingFace(Setting::Set(hf.into()))
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}
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crate::vector::EmbedderOptions::OpenAi(openai) => {
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Self::OpenAi(Setting::Set(openai.into()))
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}
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crate::vector::EmbedderOptions::UserProvided(user_provided) => {
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Self::UserProvided(user_provided.into())
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}
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if let Setting::Set(template) = document_template {
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this.prompt = PromptData { template }
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}
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}
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}
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impl From<EmbedderSettings> for crate::vector::EmbedderOptions {
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fn from(value: EmbedderSettings) -> Self {
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match value {
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EmbedderSettings::HuggingFace(Setting::Set(hf)) => Self::HuggingFace(hf.into()),
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EmbedderSettings::HuggingFace(_setting) => Self::HuggingFace(Default::default()),
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EmbedderSettings::OpenAi(Setting::Set(ai)) => Self::OpenAi(ai.into()),
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EmbedderSettings::OpenAi(_setting) => {
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Self::OpenAi(crate::vector::openai::EmbedderOptions::with_default_model(None))
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}
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EmbedderSettings::UserProvided(user_provided) => {
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Self::UserProvided(user_provided.into())
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}
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}
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}
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}
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#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
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#[serde(deny_unknown_fields, rename_all = "camelCase")]
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#[deserr(rename_all = camelCase, deny_unknown_fields)]
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pub struct HfEmbedderSettings {
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub model: Setting<String>,
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#[serde(default, skip_serializing_if = "Setting::is_not_set")]
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#[deserr(default)]
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pub revision: Setting<String>,
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}
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impl HfEmbedderSettings {
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pub fn apply(&mut self, new: Self) {
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let HfEmbedderSettings { model, revision } = new;
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self.model.apply(model);
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self.revision.apply(revision);
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}
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}
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impl From<crate::vector::hf::EmbedderOptions> for HfEmbedderSettings {
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fn from(value: crate::vector::hf::EmbedderOptions) -> Self {
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Self {
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model: Setting::Set(value.model),
|
||||
revision: value.revision.map(Setting::Set).unwrap_or(Setting::NotSet),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl From<HfEmbedderSettings> for crate::vector::hf::EmbedderOptions {
|
||||
fn from(value: HfEmbedderSettings) -> Self {
|
||||
let HfEmbedderSettings { model, revision } = value;
|
||||
let mut this = Self::default();
|
||||
if let Some(model) = model.set() {
|
||||
this.model = model;
|
||||
// Reset the revision if we are setting the model.
|
||||
// This allows the following:
|
||||
// "huggingFace": {} -> default model with default revision
|
||||
// "huggingFace": { "model": "name-of-the-default-model" } -> default model without a revision
|
||||
// "huggingFace": { "model": "some-other-model" } -> most importantly, other model without a revision
|
||||
this.revision = None;
|
||||
}
|
||||
if let Some(revision) = revision.set() {
|
||||
this.revision = Some(revision);
|
||||
}
|
||||
this
|
||||
}
|
||||
}
|
||||
|
||||
#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
|
||||
#[serde(deny_unknown_fields, rename_all = "camelCase")]
|
||||
#[deserr(rename_all = camelCase, deny_unknown_fields)]
|
||||
pub struct OpenAiEmbedderSettings {
|
||||
#[serde(default, skip_serializing_if = "Setting::is_not_set")]
|
||||
#[deserr(default)]
|
||||
pub api_key: Setting<String>,
|
||||
#[serde(default, skip_serializing_if = "Setting::is_not_set", rename = "model")]
|
||||
#[deserr(default, rename = "model")]
|
||||
pub embedding_model: Setting<crate::vector::openai::EmbeddingModel>,
|
||||
}
|
||||
|
||||
impl OpenAiEmbedderSettings {
|
||||
pub fn apply(&mut self, new: Self) {
|
||||
let Self { api_key, embedding_model: embedding_mode } = new;
|
||||
self.api_key.apply(api_key);
|
||||
self.embedding_model.apply(embedding_mode);
|
||||
}
|
||||
}
|
||||
|
||||
impl From<crate::vector::openai::EmbedderOptions> for OpenAiEmbedderSettings {
|
||||
fn from(value: crate::vector::openai::EmbedderOptions) -> Self {
|
||||
Self {
|
||||
api_key: value.api_key.map(Setting::Set).unwrap_or(Setting::Reset),
|
||||
embedding_model: Setting::Set(value.embedding_model),
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
impl From<OpenAiEmbedderSettings> for crate::vector::openai::EmbedderOptions {
|
||||
fn from(value: OpenAiEmbedderSettings) -> Self {
|
||||
let OpenAiEmbedderSettings { api_key, embedding_model } = value;
|
||||
Self { api_key: api_key.set(), embedding_model: embedding_model.set().unwrap_or_default() }
|
||||
}
|
||||
}
|
||||
|
||||
#[derive(Debug, Clone, Default, Serialize, Deserialize, PartialEq, Eq, Deserr)]
|
||||
#[serde(deny_unknown_fields, rename_all = "camelCase")]
|
||||
#[deserr(rename_all = camelCase, deny_unknown_fields)]
|
||||
pub struct UserProvidedSettings {
|
||||
pub dimensions: usize,
|
||||
}
|
||||
|
||||
impl From<UserProvidedSettings> for crate::vector::manual::EmbedderOptions {
|
||||
fn from(value: UserProvidedSettings) -> Self {
|
||||
Self { dimensions: value.dimensions }
|
||||
}
|
||||
}
|
||||
|
||||
impl From<crate::vector::manual::EmbedderOptions> for UserProvidedSettings {
|
||||
fn from(value: crate::vector::manual::EmbedderOptions) -> Self {
|
||||
Self { dimensions: value.dimensions }
|
||||
}
|
||||
}
|
||||
|
||||
Loading…
Reference in New Issue
Block a user