botserver/src/basic/keywords/llm_keyword.rs

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Rust
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use crate::shared::models::UserSession;
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use crate::shared::state::AppState;
use log::error;
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use rhai::{Dynamic, Engine};
use std::sync::Arc;
use std::time::Duration;
use uuid::Uuid;
pub fn llm_keyword(state: Arc<AppState>, _user: UserSession, engine: &mut Engine) {
let state_clone = Arc::clone(&state);
engine
.register_custom_syntax(["LLM", "$expr$"], false, move |context, inputs| {
let text = context
.eval_expression_tree(inputs.first().unwrap())?
.to_string();
let state_for_thread = Arc::clone(&state_clone);
let prompt = build_llm_prompt(&text);
let (tx, rx) = std::sync::mpsc::channel();
std::thread::spawn(move || {
let rt = tokio::runtime::Builder::new_multi_thread()
.worker_threads(2)
.enable_all()
.build();
let send_err = if let Ok(rt) = rt {
let result = rt.block_on(async move {
execute_llm_generation(state_for_thread, prompt).await
});
tx.send(result).err()
} else {
tx.send(Err("failed to build tokio runtime".into())).err()
};
if send_err.is_some() {
error!("Failed to send LLM thread result");
}
});
match rx.recv_timeout(Duration::from_secs(500)) {
Ok(Ok(result)) => Ok(Dynamic::from(result)),
Ok(Err(e)) => Err(Box::new(rhai::EvalAltResult::ErrorRuntime(
e.to_string().into(),
rhai::Position::NONE,
))),
Err(std::sync::mpsc::RecvTimeoutError::Timeout) => {
Err(Box::new(rhai::EvalAltResult::ErrorRuntime(
"LLM generation timed out".into(),
rhai::Position::NONE,
)))
}
Err(e) => Err(Box::new(rhai::EvalAltResult::ErrorRuntime(
format!("LLM thread failed: {e}").into(),
rhai::Position::NONE,
))),
}
})
.unwrap();
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}
fn build_llm_prompt(user_text: &str) -> String {
user_text.trim().to_string()
}
pub async fn execute_llm_generation(
state: Arc<AppState>,
prompt: String,
) -> Result<String, Box<dyn std::error::Error + Send + Sync>> {
let config_manager = crate::core::config::ConfigManager::new(state.conn.clone());
let model = config_manager
.get_config(&Uuid::nil(), "llm-model", None)
.unwrap_or_default();
let key = config_manager
.get_config(&Uuid::nil(), "llm-key", None)
.unwrap_or_default();
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let handler = crate::llm::llm_models::get_handler(&model);
let raw_response = state
.llm_provider
.generate(&prompt, &serde_json::Value::Null, &model, &key)
.await?;
let processed = handler.process_content(&raw_response);
Ok(processed)
}