ZIm/crates/google_ai/src/google_ai.rs

mod supported_countries;

use anyhow::{anyhow, Result};
use futures::{io::BufReader, stream::BoxStream, AsyncBufReadExt, AsyncReadExt, Stream, StreamExt};
use http_client::{AsyncBody, HttpClient, HttpRequestExt, Method, Request as HttpRequest};
use serde::{Deserialize, Serialize};
use std::time::Duration;

pub use supported_countries::*;

pub const API_URL: &str = "https://generativelanguage.googleapis.com";

pub async fn stream_generate_content(
    client: &dyn HttpClient,
    api_url: &str,
    api_key: &str,
    mut request: GenerateContentRequest,
    low_speed_timeout: Option<Duration>,
) -> Result<BoxStream<'static, Result<GenerateContentResponse>>> {
    let uri = format!(
        "{api_url}/v1beta/models/{model}:streamGenerateContent?alt=sse&key={api_key}",
        model = request.model
    );
    request.model.clear();

    let mut request_builder = HttpRequest::builder()
        .method(Method::POST)
        .uri(uri)
        .header("Content-Type", "application/json");

    if let Some(low_speed_timeout) = low_speed_timeout {
        request_builder = request_builder.read_timeout(low_speed_timeout);
    };

    let request = request_builder.body(AsyncBody::from(serde_json::to_string(&request)?))?;
    let mut response = client.send(request).await?;
    if response.status().is_success() {
        let reader = BufReader::new(response.into_body());
        Ok(reader
            .lines()
            .filter_map(|line| async move {
                match line {
                    Ok(line) => {
                        if let Some(line) = line.strip_prefix("data: ") {
                            match serde_json::from_str(line) {
                                Ok(response) => Some(Ok(response)),
                                Err(error) => Some(Err(anyhow!(error))),
                            }
                        } else {
                            None
                        }
                    }
                    Err(error) => Some(Err(anyhow!(error))),
                }
            })
            .boxed())
    } else {
        let mut text = String::new();
        response.body_mut().read_to_string(&mut text).await?;
        Err(anyhow!(
            "error during streamGenerateContent, status code: {:?}, body: {}",
            response.status(),
            text
        ))
    }
}

pub async fn count_tokens(
    client: &dyn HttpClient,
    api_url: &str,
    api_key: &str,
    request: CountTokensRequest,
    low_speed_timeout: Option<Duration>,
) -> Result<CountTokensResponse> {
    let uri = format!(
        "{}/v1beta/models/gemini-pro:countTokens?key={}",
        api_url, api_key
    );
    let request = serde_json::to_string(&request)?;

    let mut request_builder = HttpRequest::builder()
        .method(Method::POST)
        .uri(&uri)
        .header("Content-Type", "application/json");

    if let Some(low_speed_timeout) = low_speed_timeout {
        request_builder = request_builder.read_timeout(low_speed_timeout);
    }

    let http_request = request_builder.body(AsyncBody::from(request))?;
    let mut response = client.send(http_request).await?;
    let mut text = String::new();
    response.body_mut().read_to_string(&mut text).await?;
    if response.status().is_success() {
        Ok(serde_json::from_str::<CountTokensResponse>(&text)?)
    } else {
        Err(anyhow!(
            "error during countTokens, status code: {:?}, body: {}",
            response.status(),
            text
        ))
    }
}

#[derive(Debug, Serialize, Deserialize)]
pub enum Task {
    #[serde(rename = "generateContent")]
    GenerateContent,
    #[serde(rename = "streamGenerateContent")]
    StreamGenerateContent,
    #[serde(rename = "countTokens")]
    CountTokens,
    #[serde(rename = "embedContent")]
    EmbedContent,
    #[serde(rename = "batchEmbedContents")]
    BatchEmbedContents,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct GenerateContentRequest {
    #[serde(default, skip_serializing_if = "String::is_empty")]
    pub model: String,
    pub contents: Vec<Content>,
    pub generation_config: Option<GenerationConfig>,
    pub safety_settings: Option<Vec<SafetySetting>>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct GenerateContentResponse {
    pub candidates: Option<Vec<GenerateContentCandidate>>,
    pub prompt_feedback: Option<PromptFeedback>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct GenerateContentCandidate {
    pub index: usize,
    pub content: Content,
    pub finish_reason: Option<String>,
    pub finish_message: Option<String>,
    pub safety_ratings: Option<Vec<SafetyRating>>,
    pub citation_metadata: Option<CitationMetadata>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct Content {
    pub parts: Vec<Part>,
    pub role: Role,
}

#[derive(Debug, Deserialize, Serialize)]
#[serde(rename_all = "camelCase")]
pub enum Role {
    User,
    Model,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(untagged)]
pub enum Part {
    TextPart(TextPart),
    InlineDataPart(InlineDataPart),
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct TextPart {
    pub text: String,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct InlineDataPart {
    pub inline_data: GenerativeContentBlob,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct GenerativeContentBlob {
    pub mime_type: String,
    pub data: String,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct CitationSource {
    pub start_index: Option<usize>,
    pub end_index: Option<usize>,
    pub uri: Option<String>,
    pub license: Option<String>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct CitationMetadata {
    pub citation_sources: Vec<CitationSource>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct PromptFeedback {
    pub block_reason: Option<String>,
    pub safety_ratings: Vec<SafetyRating>,
    pub block_reason_message: Option<String>,
}

#[derive(Debug, Deserialize, Serialize)]
#[serde(rename_all = "camelCase")]
pub struct GenerationConfig {
    pub candidate_count: Option<usize>,
    pub stop_sequences: Option<Vec<String>>,
    pub max_output_tokens: Option<usize>,
    pub temperature: Option<f64>,
    pub top_p: Option<f64>,
    pub top_k: Option<usize>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct SafetySetting {
    pub category: HarmCategory,
    pub threshold: HarmBlockThreshold,
}

#[derive(Debug, Serialize, Deserialize)]
pub enum HarmCategory {
    #[serde(rename = "HARM_CATEGORY_UNSPECIFIED")]
    Unspecified,
    #[serde(rename = "HARM_CATEGORY_DEROGATORY")]
    Derogatory,
    #[serde(rename = "HARM_CATEGORY_TOXICITY")]
    Toxicity,
    #[serde(rename = "HARM_CATEGORY_VIOLENCE")]
    Violence,
    #[serde(rename = "HARM_CATEGORY_SEXUAL")]
    Sexual,
    #[serde(rename = "HARM_CATEGORY_MEDICAL")]
    Medical,
    #[serde(rename = "HARM_CATEGORY_DANGEROUS")]
    Dangerous,
    #[serde(rename = "HARM_CATEGORY_HARASSMENT")]
    Harassment,
    #[serde(rename = "HARM_CATEGORY_HATE_SPEECH")]
    HateSpeech,
    #[serde(rename = "HARM_CATEGORY_SEXUALLY_EXPLICIT")]
    SexuallyExplicit,
    #[serde(rename = "HARM_CATEGORY_DANGEROUS_CONTENT")]
    DangerousContent,
}

#[derive(Debug, Serialize, Deserialize)]
pub enum HarmBlockThreshold {
    #[serde(rename = "HARM_BLOCK_THRESHOLD_UNSPECIFIED")]
    Unspecified,
    #[serde(rename = "BLOCK_LOW_AND_ABOVE")]
    BlockLowAndAbove,
    #[serde(rename = "BLOCK_MEDIUM_AND_ABOVE")]
    BlockMediumAndAbove,
    #[serde(rename = "BLOCK_ONLY_HIGH")]
    BlockOnlyHigh,
    #[serde(rename = "BLOCK_NONE")]
    BlockNone,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "SCREAMING_SNAKE_CASE")]
pub enum HarmProbability {
    #[serde(rename = "HARM_PROBABILITY_UNSPECIFIED")]
    Unspecified,
    Negligible,
    Low,
    Medium,
    High,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct SafetyRating {
    pub category: HarmCategory,
    pub probability: HarmProbability,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct CountTokensRequest {
    pub contents: Vec<Content>,
}

#[derive(Debug, Serialize, Deserialize)]
#[serde(rename_all = "camelCase")]
pub struct CountTokensResponse {
    pub total_tokens: usize,
}

#[cfg_attr(feature = "schemars", derive(schemars::JsonSchema))]
#[derive(Clone, Debug, Deserialize, Serialize, PartialEq, Eq, strum::EnumIter)]
pub enum Model {
    #[serde(rename = "gemini-1.5-pro")]
    Gemini15Pro,
    #[serde(rename = "gemini-1.5-flash")]
    Gemini15Flash,
    #[serde(rename = "custom")]
    Custom {
        name: String,
        /// The name displayed in the UI, such as in the assistant panel model dropdown menu.
        display_name: Option<String>,
        max_tokens: usize,
    },
}

impl Model {
    pub fn id(&self) -> &str {
        match self {
            Model::Gemini15Pro => "gemini-1.5-pro",
            Model::Gemini15Flash => "gemini-1.5-flash",
            Model::Custom { name, .. } => name,
        }
    }

    pub fn display_name(&self) -> &str {
        match self {
            Model::Gemini15Pro => "Gemini 1.5 Pro",
            Model::Gemini15Flash => "Gemini 1.5 Flash",
            Self::Custom {
                name, display_name, ..
            } => display_name.as_ref().unwrap_or(name),
        }
    }

    pub fn max_token_count(&self) -> usize {
        match self {
            Model::Gemini15Pro => 2_000_000,
            Model::Gemini15Flash => 1_000_000,
            Model::Custom { max_tokens, .. } => *max_tokens,
        }
    }
}

impl std::fmt::Display for Model {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(f, "{}", self.id())
    }
}

pub fn extract_text_from_events(
    events: impl Stream<Item = Result<GenerateContentResponse>>,
) -> impl Stream<Item = Result<String>> {
    events.filter_map(|event| async move {
        match event {
            Ok(event) => event.candidates.and_then(|candidates| {
                candidates.into_iter().next().and_then(|candidate| {
                    candidate.content.parts.into_iter().next().and_then(|part| {
                        if let Part::TextPart(TextPart { text }) = part {
                            Some(Ok(text))
                        } else {
                            None
                        }
                    })
                })
            }),
            Err(error) => Some(Err(error)),
        }
    })
}