Files
oak-gpui/crates/anthropic/src/anthropic.rs
T
Sean BilligandAntonio Scandurra d3b3e072a7 Make Claude 3.5 the default Anthropic model (#13324)
Release Notes:

- N/A

Co-authored-by: Antonio Scandurra <me@as-cii.com>
2024-06-21 18:47:38 +02:00

258 lines
7.4 KiB
Rust

use anyhow::{anyhow, Result};
use futures::{io::BufReader, stream::BoxStream, AsyncBufReadExt, AsyncReadExt, StreamExt};
use http::{AsyncBody, HttpClient, Method, Request as HttpRequest};
use isahc::config::Configurable;
use serde::{Deserialize, Serialize};
use std::{convert::TryFrom, time::Duration};
use strum::EnumIter;
pub const ANTHROPIC_API_URL: &'static str = "https://api.anthropic.com";
#[cfg_attr(feature = "schemars", derive(schemars::JsonSchema))]
#[derive(Clone, Debug, Default, Serialize, Deserialize, PartialEq, EnumIter)]
pub enum Model {
#[default]
#[serde(alias = "claude-3-5-sonnet", rename = "claude-3-5-sonnet-20240620")]
Claude3_5Sonnet,
#[serde(alias = "claude-3-opus", rename = "claude-3-opus-20240229")]
Claude3Opus,
#[serde(alias = "claude-3-sonnet", rename = "claude-3-sonnet-20240229")]
Claude3Sonnet,
#[serde(alias = "claude-3-haiku", rename = "claude-3-haiku-20240307")]
Claude3Haiku,
}
impl Model {
pub fn from_id(id: &str) -> Result<Self> {
if id.starts_with("claude-3-5-sonnet") {
Ok(Self::Claude3_5Sonnet)
} else if id.starts_with("claude-3-opus") {
Ok(Self::Claude3Opus)
} else if id.starts_with("claude-3-sonnet") {
Ok(Self::Claude3Sonnet)
} else if id.starts_with("claude-3-haiku") {
Ok(Self::Claude3Haiku)
} else {
Err(anyhow!("Invalid model id: {}", id))
}
}
pub fn id(&self) -> &'static str {
match self {
Model::Claude3_5Sonnet => "claude-3-5-sonnet-20240620",
Model::Claude3Opus => "claude-3-opus-20240229",
Model::Claude3Sonnet => "claude-3-sonnet-20240229",
Model::Claude3Haiku => "claude-3-opus-20240307",
}
}
pub fn display_name(&self) -> &'static str {
match self {
Self::Claude3_5Sonnet => "Claude 3.5 Sonnet",
Self::Claude3Opus => "Claude 3 Opus",
Self::Claude3Sonnet => "Claude 3 Sonnet",
Self::Claude3Haiku => "Claude 3 Haiku",
}
}
pub fn max_token_count(&self) -> usize {
200_000
}
}
#[derive(Clone, Copy, Serialize, Deserialize, Debug, Eq, PartialEq)]
#[serde(rename_all = "lowercase")]
pub enum Role {
User,
Assistant,
}
impl TryFrom<String> for Role {
type Error = anyhow::Error;
fn try_from(value: String) -> Result<Self> {
match value.as_str() {
"user" => Ok(Self::User),
"assistant" => Ok(Self::Assistant),
_ => Err(anyhow!("invalid role '{value}'")),
}
}
}
impl From<Role> for String {
fn from(val: Role) -> Self {
match val {
Role::User => "user".to_owned(),
Role::Assistant => "assistant".to_owned(),
}
}
}
#[derive(Debug, Serialize)]
pub struct Request {
pub model: Model,
pub messages: Vec<RequestMessage>,
pub stream: bool,
pub system: String,
pub max_tokens: u32,
}
#[derive(Serialize, Deserialize, Debug, Eq, PartialEq)]
pub struct RequestMessage {
pub role: Role,
pub content: String,
}
#[derive(Deserialize, Debug)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum ResponseEvent {
MessageStart {
message: ResponseMessage,
},
ContentBlockStart {
index: u32,
content_block: ContentBlock,
},
Ping {},
ContentBlockDelta {
index: u32,
delta: TextDelta,
},
ContentBlockStop {
index: u32,
},
MessageDelta {
delta: ResponseMessage,
usage: Usage,
},
MessageStop {},
}
#[derive(Deserialize, Debug)]
pub struct ResponseMessage {
#[serde(rename = "type")]
pub message_type: Option<String>,
pub id: Option<String>,
pub role: Option<String>,
pub content: Option<Vec<String>>,
pub model: Option<String>,
pub stop_reason: Option<String>,
pub stop_sequence: Option<String>,
pub usage: Option<Usage>,
}
#[derive(Deserialize, Debug)]
pub struct Usage {
pub input_tokens: Option<u32>,
pub output_tokens: Option<u32>,
}
#[derive(Deserialize, Debug)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum ContentBlock {
Text { text: String },
}
#[derive(Deserialize, Debug)]
#[serde(tag = "type", rename_all = "snake_case")]
pub enum TextDelta {
TextDelta { text: String },
}
pub async fn stream_completion(
client: &dyn HttpClient,
api_url: &str,
api_key: &str,
request: Request,
low_speed_timeout: Option<Duration>,
) -> Result<BoxStream<'static, Result<ResponseEvent>>> {
let uri = format!("{api_url}/v1/messages");
let mut request_builder = HttpRequest::builder()
.method(Method::POST)
.uri(uri)
.header("Anthropic-Version", "2023-06-01")
.header("Anthropic-Beta", "tools-2024-04-04")
.header("X-Api-Key", api_key)
.header("Content-Type", "application/json");
if let Some(low_speed_timeout) = low_speed_timeout {
request_builder = request_builder.low_speed_timeout(100, 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) => {
let line = line.strip_prefix("data: ")?;
match serde_json::from_str(line) {
Ok(response) => Some(Ok(response)),
Err(error) => Some(Err(anyhow!(error))),
}
}
Err(error) => Some(Err(anyhow!(error))),
}
})
.boxed())
} else {
let mut body = Vec::new();
response.body_mut().read_to_end(&mut body).await?;
let body_str = std::str::from_utf8(&body)?;
match serde_json::from_str::<ResponseEvent>(body_str) {
Ok(_) => Err(anyhow!(
"Unexpected success response while expecting an error: {}",
body_str,
)),
Err(_) => Err(anyhow!(
"Failed to connect to API: {} {}",
response.status(),
body_str,
)),
}
}
}
// #[cfg(test)]
// mod tests {
// use super::*;
// use http::IsahcHttpClient;
// #[tokio::test]
// async fn stream_completion_success() {
// let http_client = IsahcHttpClient::new().unwrap();
// let request = Request {
// model: Model::Claude3Opus,
// messages: vec![RequestMessage {
// role: Role::User,
// content: "Ping".to_string(),
// }],
// stream: true,
// system: "Respond to ping with pong".to_string(),
// max_tokens: 4096,
// };
// let stream = stream_completion(
// &http_client,
// "https://api.anthropic.com",
// &std::env::var("ANTHROPIC_API_KEY").expect("ANTHROPIC_API_KEY not set"),
// request,
// )
// .await
// .unwrap();
// stream
// .for_each(|event| async {
// match event {
// Ok(event) => println!("{:?}", event),
// Err(e) => eprintln!("Error: {:?}", e),
// }
// })
// .await;
// }
// }