use super::message::Message; use crate::utils::count_tokens; use anyhow::{bail, Result}; pub type TokensCountFactors = (usize, usize); // (per-messages, bias) #[derive(Debug, Clone)] pub struct ModelInfo { pub client: String, pub name: String, pub index: usize, pub max_tokens: Option, pub tokens_count_factors: TokensCountFactors, } impl Default for ModelInfo { fn default() -> Self { ModelInfo::new(0, "", "") } } impl ModelInfo { pub fn new(index: usize, client: &str, name: &str) -> Self { Self { index, client: client.into(), name: name.into(), max_tokens: None, tokens_count_factors: Default::default(), } } pub fn set_max_tokens(mut self, max_tokens: Option) -> Self { match max_tokens { None | Some(0) => self.max_tokens = None, _ => self.max_tokens = max_tokens, } self } pub fn set_tokens_count_factors(mut self, tokens_count_factors: TokensCountFactors) -> Self { self.tokens_count_factors = tokens_count_factors; self } pub fn id(&self) -> String { format!("{}:{}", self.client, self.name) } pub fn messages_tokens(&self, messages: &[Message]) -> usize { messages.iter().map(|v| count_tokens(&v.content)).sum() } pub fn total_tokens(&self, messages: &[Message]) -> usize { if messages.is_empty() { return 0; } let num_messages = messages.len(); let message_tokens = self.messages_tokens(messages); let (per_messages, _) = self.tokens_count_factors; if messages[num_messages - 1].role.is_user() { num_messages * per_messages + message_tokens } else { (num_messages - 1) * per_messages + message_tokens } } pub fn max_tokens_limit(&self, messages: &[Message]) -> Result<()> { let (_, bias) = self.tokens_count_factors; let total_tokens = self.total_tokens(messages) + bias; if let Some(max_tokens) = self.max_tokens { if total_tokens >= max_tokens { bail!("Exceed max tokens limit") } } Ok(()) } }