Files
cassady/src/embedding.rs
T
2026-06-27 16:40:10 -05:00

622 lines
18 KiB
Rust

//! Experimental Rust embedding API for running Cassady without the TUI.
//!
//! This module provides the first Rust-native surface for embedding Cassady in
//! another application. It reuses Cassady's existing runtime behavior while
//! giving the host application control over event presentation, turn lifecycle,
//! and approval decisions.
use crate::access::AccessMode;
use crate::agent::{self, AgentCommand, AgentEvent, AgentSettings};
use crate::config::{Config, ConfigOverrides, ReasoningEffort};
use crate::conversation::{self, Conversation, Record};
use crate::prompt;
use serde_json::Value;
use std::collections::BTreeSet;
use std::fs;
use std::path::{Path, PathBuf};
use thiserror::Error;
use tokio::sync::mpsc;
use tokio::task::JoinHandle;
const TURN_CANCELLED_MESSAGE: &str = "Turn cancelled by host.";
const TOOL_CANCELLED_MESSAGE: &str = "Tool execution cancelled by host.";
pub type Result<T> = std::result::Result<T, Error>;
#[derive(Debug, Error)]
pub enum Error {
#[error("configuration error: {0}")]
Config(#[source] anyhow::Error),
#[error("conversation error: {0}")]
Conversation(#[source] anyhow::Error),
#[error("agent error: {0}")]
Agent(#[source] anyhow::Error),
#[error("agent task failed: {0}")]
Join(#[source] tokio::task::JoinError),
#[error("turn is already closed")]
TurnClosed,
#[error("approval request `{0}` is not pending")]
ApprovalNotPending(String),
#[error("turn session state is unavailable")]
MissingSession,
}
impl Error {
fn config(err: anyhow::Error) -> Self {
Self::Config(err)
}
fn conversation(err: anyhow::Error) -> Self {
Self::Conversation(err)
}
fn agent(err: anyhow::Error) -> Self {
Self::Agent(err)
}
}
#[derive(Debug, Clone, Default)]
pub struct SessionBuilder {
config_root: Option<PathBuf>,
cwd: Option<PathBuf>,
access_mode: Option<AccessMode>,
model: Option<String>,
base_url: Option<String>,
api_key_env: Option<String>,
reasoning_effort: Option<ReasoningEffort>,
}
impl SessionBuilder {
pub fn new() -> Self {
Self::default()
}
pub fn config_root(mut self, root: impl Into<PathBuf>) -> Self {
self.config_root = Some(root.into());
self
}
pub fn cwd(mut self, cwd: impl Into<PathBuf>) -> Self {
self.cwd = Some(cwd.into());
self
}
pub fn access_mode(mut self, mode: AccessMode) -> Self {
self.access_mode = Some(mode);
self
}
pub fn model(mut self, model: impl Into<String>) -> Self {
self.model = Some(model.into());
self
}
pub fn base_url(mut self, base_url: impl Into<String>) -> Self {
self.base_url = Some(base_url.into());
self
}
pub fn api_key_env(mut self, api_key_env: impl Into<String>) -> Self {
self.api_key_env = Some(api_key_env.into());
self
}
pub fn reasoning_effort(mut self, effort: ReasoningEffort) -> Self {
self.reasoning_effort = Some(effort);
self
}
pub async fn build(self) -> Result<Session> {
self.new_session().await
}
pub async fn new_session(self) -> Result<Session> {
let PreparedSession {
config,
cwd,
mode,
reasoning_effort,
} = self.prepare().await?;
let conversation = create_new_conversation(&config, &cwd)?;
Ok(Session {
config,
cwd,
mode,
reasoning_effort,
conversation,
resume_warning: None,
})
}
pub async fn resume(self, chat_id: impl AsRef<str>) -> Result<Session> {
let PreparedSession {
config,
cwd,
mode,
reasoning_effort,
} = self.prepare().await?;
let (conversation, warning) =
Conversation::load(&config.conversations_dir(), chat_id.as_ref())
.map_err(Error::conversation)?;
Ok(Session {
config,
cwd,
mode,
reasoning_effort,
conversation,
resume_warning: warning,
})
}
async fn prepare(self) -> Result<PreparedSession> {
let root = self.config_root.unwrap_or_else(crate::config::cass_root);
let overrides = ConfigOverrides {
model: self.model,
base_url: self.base_url,
api_key_env: self.api_key_env,
access_mode: self.access_mode,
};
let config = Config::load_with_overrides(root, overrides).map_err(Error::config)?;
config.ensure_provider_auth().map_err(Error::config)?;
let cwd = resolve_cwd(self.cwd).map_err(Error::config)?;
let mode = config.default_access_mode;
let reasoning_effort = self
.reasoning_effort
.unwrap_or(config.reasoning_effort)
.clamp_for_model(config.model_metadata.as_ref());
Ok(PreparedSession {
config,
cwd,
mode,
reasoning_effort,
})
}
}
struct PreparedSession {
config: Config,
cwd: PathBuf,
mode: AccessMode,
reasoning_effort: ReasoningEffort,
}
#[derive(Debug)]
pub struct Session {
config: Config,
cwd: PathBuf,
mode: AccessMode,
reasoning_effort: ReasoningEffort,
conversation: Conversation,
resume_warning: Option<String>,
}
impl Session {
pub fn id(&self) -> &str {
&self.conversation.id
}
pub fn cwd(&self) -> &Path {
&self.cwd
}
pub fn model(&self) -> &str {
&self.config.model
}
pub fn provider_id(&self) -> &str {
&self.config.provider_id
}
pub fn access_mode(&self) -> AccessMode {
self.mode
}
pub fn reasoning_effort(&self) -> ReasoningEffort {
self.reasoning_effort
}
/// Borrow the resolved config (read-only).
pub fn config(&self) -> &Config {
&self.config
}
/// Mutably borrow the resolved config. Hosts (e.g. the desktop slash
/// command surface) use this to apply `/fast` and `/model` changes through
/// `crate::commands`.
pub fn config_mut(&mut self) -> &mut Config {
&mut self.config
}
/// Borrow the current conversation (read-only).
pub fn conversation(&self) -> &Conversation {
&self.conversation
}
/// Replace the current conversation. Used after `/new` and `/resume` (via
/// `crate::commands`) install a different conversation.
pub fn set_conversation(&mut self, conversation: Conversation) {
self.conversation = conversation;
self.resume_warning = None;
}
pub fn set_access_mode(&mut self, mode: AccessMode) {
self.mode = mode;
}
pub fn set_reasoning_effort(&mut self, effort: ReasoningEffort) {
self.reasoning_effort = effort.clamp_for_model(self.config.model_metadata.as_ref());
}
pub fn set_model(&mut self, model: impl Into<String>) -> Result<()> {
let model = model.into();
crate::commands::apply_model_selection(&mut self.config, &model).map_err(Error::config)?;
self.config.ensure_provider_auth().map_err(Error::config)?;
self.reasoning_effort =
ReasoningEffort::default_for_model(self.config.model_metadata.as_ref());
Ok(())
}
/// Reload the resolved config from disk, picking up provider/model
/// changes made by `/login` or `/logout` outside this session. Preserves
/// the current conversation, cwd, and access mode; updates reasoning
/// effort to the new model's default. Matches the CLI's post-login/logout
/// `Config::load` reload.
pub fn reload_config(&mut self) -> Result<()> {
self.config =
crate::commands::reload_config(&self.config.root).map_err(Error::config)?;
self.reasoning_effort =
ReasoningEffort::default_for_model(self.config.model_metadata.as_ref());
Ok(())
}
pub fn conversation_path(&self) -> &Path {
&self.conversation.path
}
pub fn records(&self) -> &[Record] {
&self.conversation.records
}
pub fn resume_warning(&self) -> Option<&str> {
self.resume_warning.as_deref()
}
pub fn info(&self) -> ConversationInfo {
ConversationInfo {
id: self.conversation.id.clone(),
cwd: self.cwd.clone(),
model: self.config.model.clone(),
access_mode: self.mode,
reasoning_effort: self.reasoning_effort,
path: self.conversation.path.clone(),
record_count: self.conversation.records.len(),
}
}
pub async fn start_turn(self, user_message: impl Into<String>) -> Result<Turn> {
let message = user_message.into();
let turn_start_len = self.conversation.records.len();
let (event_tx, event_rx) = mpsc::unbounded_channel::<AgentEvent>();
let (command_tx, command_rx) = mpsc::unbounded_channel::<AgentCommand>();
let settings = AgentSettings {
config: self.config.clone(),
cwd: self.cwd.clone(),
mode: self.mode,
reasoning_effort: self.reasoning_effort,
};
let conversation = self.conversation.clone();
let task_message = message.clone();
let handle = tokio::spawn(agent::run_turn_with_commands(
conversation,
task_message,
settings,
event_tx,
command_rx,
));
Ok(Turn {
session: Some(self),
handle: Some(handle),
event_rx,
command_tx: Some(command_tx),
pending_approvals: BTreeSet::new(),
turn_start_len,
user_message: message,
})
}
}
#[derive(Debug, Clone)]
pub struct ConversationInfo {
pub id: String,
pub cwd: PathBuf,
pub model: String,
pub access_mode: AccessMode,
pub reasoning_effort: ReasoningEffort,
pub path: PathBuf,
pub record_count: usize,
}
#[derive(Debug)]
pub struct Turn {
session: Option<Session>,
handle: Option<JoinHandle<anyhow::Result<Conversation>>>,
event_rx: mpsc::UnboundedReceiver<AgentEvent>,
command_tx: Option<mpsc::UnboundedSender<AgentCommand>>,
pending_approvals: BTreeSet<String>,
turn_start_len: usize,
user_message: String,
}
impl Turn {
pub async fn next_event(&mut self) -> Result<Option<Event>> {
match self.event_rx.recv().await {
Some(event) => {
let event = Event::from_agent(event);
match &event {
Event::ApprovalRequested(request) => {
self.pending_approvals.insert(request.request_id.clone());
}
Event::ApprovalResolved { request_id, .. } => {
self.pending_approvals.remove(request_id);
}
_ => {}
}
Ok(Some(event))
}
None => Ok(None),
}
}
pub fn approve(&mut self, request_id: impl AsRef<str>) -> Result<()> {
self.resolve_approval(request_id.as_ref(), true)
}
pub fn deny(&mut self, request_id: impl AsRef<str>) -> Result<()> {
self.resolve_approval(request_id.as_ref(), false)
}
pub async fn finish(mut self) -> Result<Session> {
let handle = self.handle.take().ok_or(Error::TurnClosed)?;
let conversation = match handle.await.map_err(Error::Join)? {
Ok(conversation) => conversation,
Err(err) => return Err(Error::agent(err)),
};
let mut session = self.session.take().ok_or(Error::MissingSession)?;
session.conversation = conversation;
self.command_tx = None;
Ok(session)
}
pub async fn cancel(mut self) -> Result<Session> {
if let Some(handle) = &self.handle {
handle.abort();
}
if let Some(handle) = self.handle.take() {
match handle.await {
Ok(Ok(conversation)) => {
let mut session = self.session.take().ok_or(Error::MissingSession)?;
session.conversation = conversation;
self.command_tx = None;
return Ok(session);
}
Ok(Err(err)) => return Err(Error::agent(err)),
Err(err) if err.is_cancelled() => {}
Err(err) => return Err(Error::Join(err)),
}
}
let mut session = self.session.take().ok_or(Error::MissingSession)?;
session.conversation = finalize_cancelled_turn(
&session.config,
&session.conversation.id,
self.turn_start_len,
&self.user_message,
)?;
self.command_tx = None;
Ok(session)
}
fn resolve_approval(&mut self, request_id: &str, approved: bool) -> Result<()> {
if !self.pending_approvals.remove(request_id) {
return Err(Error::ApprovalNotPending(request_id.to_string()));
}
let tx = self.command_tx.as_ref().ok_or(Error::TurnClosed)?;
tx.send(AgentCommand::ApprovalDecision {
request_id: request_id.to_string(),
approved,
})
.map_err(|_| Error::TurnClosed)
}
}
impl Drop for Turn {
fn drop(&mut self) {
if let Some(handle) = &self.handle {
handle.abort();
}
}
}
#[derive(Debug, Clone)]
pub enum Event {
AssistantChunk(String),
ReasoningChunk(String),
ToolCallStarted {
id: String,
name: String,
arguments: Value,
},
ToolOutputChunk {
id: String,
name: String,
stream: String,
content: String,
},
ToolResult {
id: String,
name: String,
ok: bool,
content: String,
},
ApprovalRequested(ApprovalRequest),
ApprovalResolved {
request_id: String,
approved: bool,
},
Status(String),
Finished,
}
impl Event {
fn from_agent(event: AgentEvent) -> Self {
match event {
AgentEvent::AssistantChunk(text) => Self::AssistantChunk(text),
AgentEvent::ReasoningChunk(text) => Self::ReasoningChunk(text),
AgentEvent::ToolCallStarted {
id,
name,
arguments,
} => Self::ToolCallStarted {
id,
name,
arguments,
},
AgentEvent::ToolOutputChunk {
id,
name,
stream,
content,
} => Self::ToolOutputChunk {
id,
name,
stream,
content,
},
AgentEvent::ToolResult {
id,
name,
ok,
content,
} => Self::ToolResult {
id,
name,
ok,
content,
},
AgentEvent::ApprovalRequested {
request_id,
tool_call_id,
name,
arguments,
reason,
} => Self::ApprovalRequested(ApprovalRequest {
request_id,
tool_call_id,
name,
arguments,
reason,
}),
AgentEvent::ApprovalResolved {
request_id,
approved,
} => Self::ApprovalResolved {
request_id,
approved,
},
AgentEvent::Status(status) => Self::Status(status),
AgentEvent::TurnFinished => Self::Finished,
}
}
}
#[derive(Debug, Clone)]
pub struct ApprovalRequest {
pub request_id: String,
pub tool_call_id: String,
pub name: String,
pub arguments: Value,
pub reason: String,
}
fn resolve_cwd(cwd: Option<PathBuf>) -> anyhow::Result<PathBuf> {
let cwd = cwd.unwrap_or(std::env::current_dir()?);
cwd.canonicalize()
.map_err(anyhow::Error::from)
.map_err(|err| anyhow::anyhow!("resolving cwd {}: {err}", cwd.display()))
}
fn create_new_conversation(config: &Config, cwd: &Path) -> Result<Conversation> {
let global = fs::read_to_string(config.global_path()).ok();
let base = prompt::build_base_system_prompt(global.as_deref());
Conversation::create(&config.conversations_dir(), &config.model, cwd, base)
.map_err(Error::conversation)
}
fn finalize_cancelled_turn(
config: &Config,
chat_id: &str,
turn_start_len: usize,
turn_message: &str,
) -> Result<Conversation> {
let (mut conversation, _) =
Conversation::load(&config.conversations_dir(), chat_id).map_err(Error::conversation)?;
if conversation.records.len() <= turn_start_len {
conversation
.append(Record::User {
content: turn_message.to_string(),
ts: conversation::now_ts(),
})
.map_err(Error::conversation)?;
}
for (id, name) in pending_tool_calls(&conversation.records) {
conversation
.append(Record::Tool {
tool_call_id: id,
name,
ok: false,
content: TOOL_CANCELLED_MESSAGE.to_string(),
ts: conversation::now_ts(),
})
.map_err(Error::conversation)?;
}
if !matches!(
conversation.records.last(),
Some(Record::Assistant { content, tool_calls, .. })
if content == TURN_CANCELLED_MESSAGE && tool_calls.is_empty()
) {
conversation
.append(Record::Assistant {
content: TURN_CANCELLED_MESSAGE.to_string(),
reasoning: String::new(),
reasoning_field: None,
tool_calls: Vec::new(),
ts: conversation::now_ts(),
})
.map_err(Error::conversation)?;
}
Ok(conversation)
}
fn pending_tool_calls(records: &[Record]) -> Vec<(String, String)> {
let mut pending = Vec::new();
for record in records {
match record {
Record::Assistant { tool_calls, .. } => {
pending = tool_calls
.iter()
.map(|call| (call.id.clone(), call.name.clone()))
.collect();
}
Record::Tool { tool_call_id, .. } => {
pending.retain(|(id, _)| id != tool_call_id);
}
Record::User { .. } => pending.clear(),
_ => {}
}
}
pending
}