Files
ollama-rs/src/lib.rs

130 lines
4.0 KiB
Rust

use async_stream::stream;
use futures_util::{Stream, StreamExt};
use serde::{Serialize, de::DeserializeOwned};
use tokio_util::{
codec::{FramedRead, LinesCodec},
io::StreamReader,
};
use tracing::info;
use crate::{
error::{OllamaError, OllamaResult},
types::{
chat::{ChatRequest, ChatResponse},
generate::{GenerateRequest, GenerateResponse},
ps::PsResponse,
pull::{PullRequest, PullResponse},
tags::TagsResponse,
version::VersionResponse,
},
};
pub mod error;
pub mod types;
pub struct OllamaClient {
server_address: String,
}
impl OllamaClient {
pub fn new<S: AsRef<str>>(server_address: S) -> Self {
Self {
server_address: server_address.as_ref().to_string(),
}
}
/// Retrieve the version of the Ollama
pub async fn version(&self) -> OllamaResult<VersionResponse> {
let request_address = format!("{}/api/version", self.server_address);
Ok(reqwest::get(request_address)
.await?
.error_for_status()?
.json()
.await?)
}
/// Fetch a list of models and their details
pub async fn tags(&self) -> OllamaResult<TagsResponse> {
let request_address = format!("{}/api/tags", self.server_address);
info!("List models: {}", request_address);
Ok(reqwest::get(request_address)
.await?
.error_for_status()?
.json()
.await?)
}
/// Retrieve a list of models that are currently running
pub async fn ps(&self) -> OllamaResult<PsResponse> {
let request_address = format!("{}/api/ps", self.server_address);
info!("List models: {}", request_address);
Ok(reqwest::get(request_address)
.await?
.error_for_status()?
.json()
.await?)
}
async fn stream_response<R: Serialize, T: DeserializeOwned>(
&self,
endpoint: String,
request: R,
) -> impl Stream<Item = OllamaResult<T>> {
let client = reqwest::Client::new();
Box::pin(stream! {
let response = client
.post(endpoint)
.json(&request)
.send()
.await
.map_err(OllamaError::from)?; // Adjust based on your error type
let bytes_stream = response.bytes_stream();
let body_reader = StreamReader::new(
bytes_stream.map(|res| res.map_err(std::io::Error::other)),
);
let mut lines_stream = FramedRead::new(body_reader, LinesCodec::new());
while let Some(line_result) = lines_stream.next().await {
match line_result {
Ok(line_content) => {
if let Ok(parsed) = serde_json::from_str::<T>(&line_content) {
yield Ok(parsed);
}
}
Err(e) => yield Err(OllamaError::from(e)),
}
}
})
}
/// Generates a response for the provided prompt
pub async fn generate(
&self,
request: GenerateRequest,
) -> impl Stream<Item = OllamaResult<GenerateResponse>> {
let request_address = format!("{}/api/generate", self.server_address);
self.stream_response(request_address, request).await
}
/// Generate the next chat message in a conversation between a user and an assistant.
pub async fn chat(
&self,
request: ChatRequest,
) -> impl Stream<Item = OllamaResult<ChatResponse>> {
let request_address = format!("{}/api/chat", self.server_address);
self.stream_response(request_address, request).await
}
/// Pull a model
pub async fn pull(
&self,
request: PullRequest,
) -> impl Stream<Item = OllamaResult<PullResponse>> {
let request_address = format!("{}/api/pull", self.server_address);
self.stream_response(request_address, request).await
}
}