gproxy-protocol 4.1.11

GPROXY v4 connection modelling, operation declarations, vendor wire types and pairwise conversion
Documentation 
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//! OpenAI embeddings request/response wire shapes. Source: Create embeddings.md.
//! Base64 wire vectors are also handled by the official SDK response parser:
//! https://github.com/openai/openai-python/blob/main/src/openai/resources/embeddings.py
use crate::{Rest, WireRequest, WireResponse};
use serde::{Deserialize, Serialize};

#[derive(Debug, Clone, PartialEq, Serialize, Deserialize, gproxy_protocol_macros::WireBuilder)]
#[serde(rename_all = "snake_case")]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub struct CreateEmbeddingRequestBody {
    pub input: EmbeddingInput,
    pub model: String,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub dimensions: Option<i64>,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub encoding_format: Option<EmbeddingEncodingFormat>,
    #[serde(skip_serializing_if = "Option::is_none")]
    pub user: Option<String>,
    #[serde(default, flatten, skip_serializing_if = "serde_json::Map::is_empty")]
    pub rest: Rest,
}
pub type CreateEmbeddingRequest = WireRequest<CreateEmbeddingRequestBody>;
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(untagged)]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub enum EmbeddingInput {
    Text(String),
    Texts(Vec<String>),
    Tokens(Vec<i64>),
    TokenArrays(Vec<Vec<i64>>),
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub enum EmbeddingModel {
    #[serde(rename = "text-embedding-ada-002")]
    Ada002,
    #[serde(rename = "text-embedding-3-small")]
    ThreeSmall,
    #[serde(rename = "text-embedding-3-large")]
    ThreeLarge,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub enum EmbeddingEncodingFormat {
    #[serde(rename = "float")]
    Float,
    #[serde(rename = "base64")]
    Base64,
}
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize, gproxy_protocol_macros::WireBuilder)]
#[serde(rename_all = "snake_case")]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub struct CreateEmbeddingResponseBody {
    pub data: Vec<OpenAiEmbedding>,
    pub model: String,
    #[serde(rename = "object")]
    pub object_: EmbeddingListObject,
    pub usage: EmbeddingUsage,
    #[serde(default, flatten, skip_serializing_if = "serde_json::Map::is_empty")]
    pub rest: Rest,
}
pub type CreateEmbeddingResponse = WireResponse<CreateEmbeddingResponseBody>;
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize, gproxy_protocol_macros::WireBuilder)]
#[serde(rename_all = "snake_case")]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub struct OpenAiEmbedding {
    pub embedding: EmbeddingVector,
    pub index: i64,
    #[serde(rename = "object")]
    pub object_: EmbeddingObject,
    #[serde(default, flatten, skip_serializing_if = "serde_json::Map::is_empty")]
    pub rest: Rest,
}
#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
#[serde(untagged)]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub enum EmbeddingVector {
    Floats(Vec<serde_json::Number>),
    Base64(String),
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub enum EmbeddingObject {
    #[serde(rename = "embedding")]
    Embedding,
}
#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub enum EmbeddingListObject {
    #[serde(rename = "list")]
    List,
}
#[derive(
    Debug, Clone, PartialEq, Eq, Serialize, Deserialize, gproxy_protocol_macros::WireBuilder,
)]
#[serde(rename_all = "snake_case")]
#[cfg_attr(not(feature = "exhaustive"), non_exhaustive)]
#[derive(gproxy_protocol_macros::DeclaredFields)]
#[cfg_attr(feature = "schema", derive(schemars::JsonSchema))]
pub struct EmbeddingUsage {
    pub prompt_tokens: i64,
    pub total_tokens: i64,
    #[serde(default, flatten, skip_serializing_if = "serde_json::Map::is_empty")]
    pub rest: Rest,
}