From 5e4210980d6ed92c3850042c7b57ca7eef028be0 Mon Sep 17 00:00:00 2001 From: sigoden Date: Thu, 15 Feb 2024 08:10:30 +0800 Subject: feat: support vertexai (#308) --- src/client/vertexai.rs | 92 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 92 insertions(+) create mode 100644 src/client/vertexai.rs (limited to 'src/client/vertexai.rs') diff --git a/src/client/vertexai.rs b/src/client/vertexai.rs new file mode 100644 index 0000000..890aedd --- /dev/null +++ b/src/client/vertexai.rs @@ -0,0 +1,92 @@ +use super::{ + Client, ExtraConfig, VertexAIClient, Model, PromptType, + SendData, TokensCountFactors, +}; +use super::gemini::{build_body, send_message, send_message_streaming}; + +use crate::{render::ReplyHandler, utils::PromptKind}; + +use anyhow::Result; +use async_trait::async_trait; +use reqwest::{Client as ReqwestClient, RequestBuilder}; +use serde::Deserialize; + +const MODELS: [(&str, usize, &str); 2] = [ + ("gemini-pro", 32760, "text"), + ("gemini-pro-vision", 16384, "text,vision"), +]; + +const TOKENS_COUNT_FACTORS: TokensCountFactors = (5, 2); + +#[derive(Debug, Clone, Deserialize, Default)] +pub struct VertexAIConfig { + pub name: Option, + pub api_base: Option, + pub api_key: Option, + pub extra: Option, +} + +#[async_trait] +impl Client for VertexAIClient { + client_common_fns!(); + + async fn send_message_inner(&self, client: &ReqwestClient, data: SendData) -> Result { + let builder = self.request_builder(client, data)?; + send_message(builder).await + } + + async fn send_message_streaming_inner( + &self, + client: &ReqwestClient, + handler: &mut ReplyHandler, + data: SendData, + ) -> Result<()> { + let builder = self.request_builder(client, data)?; + send_message_streaming(builder, handler).await + } +} + +impl VertexAIClient { + config_get_fn!(api_base, get_api_base); + config_get_fn!(api_key, get_api_key); + + pub const PROMPTS: [PromptType<'static>; 2] = [ + ("api_base", "API Base:", true, PromptKind::String), + ("api_key", "API Key:", true, PromptKind::String), + ]; + + pub fn list_models(local_config: &VertexAIConfig) -> Vec { + let client_name = Self::name(local_config); + MODELS + .into_iter() + .map(|(name, max_tokens, capabilities)| { + Model::new(client_name, name) + .set_capabilities(capabilities.into()) + .set_max_tokens(Some(max_tokens)) + .set_tokens_count_factors(TOKENS_COUNT_FACTORS) + }) + .collect() + } + + fn request_builder(&self, client: &ReqwestClient, data: SendData) -> Result { + let api_base = self.get_api_base()?; + let api_key = self.get_api_key()?; + + let func = match data.stream { + true => "streamGenerateContent", + false => "generateContent", + }; + + let body = build_body(data, self.model.name.clone())?; + + let model = self.model.name.clone(); + + let url = format!("{api_base}/{}:{}", model, func); + + debug!("VertexAI Request: {url} {body}"); + + let builder = client.post(url).bearer_auth(api_key).json(&body); + + Ok(builder) + } +} -- cgit v1.2.3