use super::{ catch_error, json_stream, message::*, Client, CompletionData, CompletionOutput, ExtraConfig, Model, ModelData, ModelPatches, OllamaClient, PromptAction, PromptKind, SseHandler, }; use anyhow::{anyhow, bail, Result}; use reqwest::{Client as ReqwestClient, RequestBuilder}; use serde::Deserialize; use serde_json::{json, Value}; #[derive(Debug, Clone, Deserialize, Default)] pub struct OllamaConfig { pub name: Option, pub api_base: Option, pub api_auth: Option, pub chat_endpoint: Option, pub models: Vec, pub patches: Option, pub extra: Option, } impl OllamaClient { config_get_fn!(api_base, get_api_base); config_get_fn!(api_auth, get_api_auth); pub const PROMPTS: [PromptAction<'static>; 4] = [ ("api_base", "API Base:", true, PromptKind::String), ("api_auth", "API Auth:", false, PromptKind::String), ("models[].name", "Model Name:", true, PromptKind::String), ( "models[].max_input_tokens", "Max Input Tokens:", false, PromptKind::Integer, ), ]; fn request_builder( &self, client: &ReqwestClient, data: CompletionData, ) -> Result { let api_base = self.get_api_base()?; let api_auth = self.get_api_auth().ok(); let mut body = build_body(data, &self.model)?; self.patch_request_body(&mut body); let chat_endpoint = self.config.chat_endpoint.as_deref().unwrap_or("/api/chat"); let url = format!("{api_base}{chat_endpoint}"); debug!("Ollama Request: {url} {body}"); let mut builder = client.post(url).json(&body); if let Some(api_auth) = api_auth { builder = builder.header("Authorization", api_auth) } Ok(builder) } } impl_client_trait!(OllamaClient, send_message, send_message_streaming); async fn send_message(builder: RequestBuilder) -> Result { let res = builder.send().await?; let status = res.status(); let data = res.json().await?; if !status.is_success() { catch_error(&data, status.as_u16())?; } debug!("non-stream-data: {data}"); let text = data["message"]["content"] .as_str() .ok_or_else(|| anyhow!("Invalid response data: {data}"))?; Ok(CompletionOutput::new(text)) } async fn send_message_streaming(builder: RequestBuilder, handler: &mut SseHandler) -> Result<()> { let res = builder.send().await?; let status = res.status(); if !status.is_success() { let data = res.json().await?; catch_error(&data, status.as_u16())?; } else { let handle = |message: &str| -> Result<()> { let data: Value = serde_json::from_str(message)?; debug!("stream-data: {data}"); if data["done"].is_boolean() { if let Some(text) = data["message"]["content"].as_str() { handler.text(text)?; } } else { bail!("Invalid response data: {data}") } Ok(()) }; json_stream(res.bytes_stream(), handle).await?; } Ok(()) } fn build_body(data: CompletionData, model: &Model) -> Result { let CompletionData { messages, temperature, top_p, functions: _, stream, } = data; let mut is_tool_call = false; let mut network_image_urls = vec![]; let messages: Vec = messages .into_iter() .map(|message| { let role = message.role; match message.content { MessageContent::Text(text) => json!({ "role": role, "content": text, }), MessageContent::Array(list) => { let mut content = vec![]; let mut images = vec![]; for item in list { match item { MessageContentPart::Text { text } => { content.push(text); } MessageContentPart::ImageUrl { image_url: ImageUrl { url }, } => { if let Some((_, data)) = url .strip_prefix("data:") .and_then(|v| v.split_once(";base64,")) { images.push(data.to_string()); } else { network_image_urls.push(url.clone()); } } } } let content = content.join("\n\n"); json!({ "role": role, "content": content, "images": images }) } MessageContent::ToolResults(_) => { is_tool_call = true; json!({ "role": role }) } } }) .collect(); if is_tool_call { bail!("The client does not support function calling",); } if !network_image_urls.is_empty() { bail!( "The model does not support network images: {:?}", network_image_urls ); } let mut body = json!({ "model": &model.name(), "messages": messages, "stream": stream, "options": {}, }); if let Some(v) = model.max_tokens_param() { body["options"]["num_predict"] = v.into(); } if let Some(v) = temperature { body["options"]["temperature"] = v.into(); } if let Some(v) = top_p { body["options"]["top_p"] = v.into(); } Ok(body) }