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Author SHA1 Message Date
e4292edeb9 Merge pull request 'Formalize deep research tool as a clap CLI with gated logging and a spinner' (#3) from worktree-deep-research-cli into master
Reviewed-on: #3
2026-08-14 17:32:43 +00:00
Austin Schaefer
3499e0ac6b feat: formalize deep research tool as a clap CLI with gated logging and a progress spinner
Adds a clap-derive Cli (topic argument, --log-level flag) so the
research loop is a proper command-line tool instead of a raw
env::args().nth(1) read. Logging is now opt-in: tracing only
initializes a subscriber when --log-level is passed, so the terminal
stays clean by default. When logging is off, each research phase
(researcher/reviewer/writer) shows an indicatif spinner instead, so
the user isn't staring at a blank terminal during the 1-3 minute
Gemma tool-calling turns.

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>
2026-08-14 19:32:10 +02:00
6 changed files with 200 additions and 14 deletions

116
Cargo.lock generated
View file

@ -80,6 +80,56 @@ dependencies = [
"libc", "libc",
] ]
[[package]]
name = "anstream"
version = "1.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "824a212faf96e9acacdbd09febd34438f8f711fb84e09a8916013cd7815ca28d"
dependencies = [
"anstyle",
"anstyle-parse",
"anstyle-query",
"anstyle-wincon",
"colorchoice",
"is_terminal_polyfill",
"utf8parse",
]
[[package]]
name = "anstyle"
version = "1.0.14"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "940b3a0ca603d1eade50a4846a2afffd5ef57a9feac2c0e2ec2e14f9ead76000"
[[package]]
name = "anstyle-parse"
version = "1.0.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "52ce7f38b242319f7cabaa6813055467063ecdc9d355bbb4ce0c68908cd8130e"
dependencies = [
"utf8parse",
]
[[package]]
name = "anstyle-query"
version = "1.1.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "40c48f72fd53cd289104fc64099abca73db4166ad86ea0b4341abe65af83dadc"
dependencies = [
"windows-sys 0.61.2",
]
[[package]]
name = "anstyle-wincon"
version = "3.0.11"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "291e6a250ff86cd4a820112fb8898808a366d8f9f58ce16d1f538353ad55747d"
dependencies = [
"anstyle",
"once_cell_polyfill",
"windows-sys 0.61.2",
]
[[package]] [[package]]
name = "anyhow" name = "anyhow"
version = "1.0.104" version = "1.0.104"
@ -810,6 +860,46 @@ dependencies = [
"phf 0.12.1", "phf 0.12.1",
] ]
[[package]]
name = "clap"
version = "4.6.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "473c7e07f409a8d772161724aa8db6a765a2532a70f9667eeb7b49d3d02fbdca"
dependencies = [
"clap_builder",
"clap_derive",
]
[[package]]
name = "clap_builder"
version = "4.6.6"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "7b48fea5a88e9ae728a2dcbedbfc0e730f7d60da42e1cb049a83c9fb8b789889"
dependencies = [
"anstream",
"anstyle",
"clap_lex",
"strsim",
]
[[package]]
name = "clap_derive"
version = "4.6.4"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d012d2b9d65aca7f18f4d9878a045bc17899bba951561ba5ec3c2ba1eed9a061"
dependencies = [
"heck",
"proc-macro2",
"quote",
"syn 3.0.3",
]
[[package]]
name = "clap_lex"
version = "1.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "c8d4a3bb8b1e0c1050499d1815f5ab16d04f0959b233085fb31653fbfc9d98f9"
[[package]] [[package]]
name = "cmake" name = "cmake"
version = "0.1.58" version = "0.1.58"
@ -825,6 +915,12 @@ version = "1.1.0"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "3d7b894f5411737b7867f4827955924d7c254fc9f4d91a6aad6b097804b1018b" checksum = "3d7b894f5411737b7867f4827955924d7c254fc9f4d91a6aad6b097804b1018b"
[[package]]
name = "colorchoice"
version = "1.0.5"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "1d07550c9036bf2ae0c684c4297d503f838287c83c53686d05370d0e139ae570"
[[package]] [[package]]
name = "combine" name = "combine"
version = "4.6.7" version = "4.6.7"
@ -1980,6 +2076,8 @@ version = "0.1.0"
dependencies = [ dependencies = [
"anyhow", "anyhow",
"chrono", "chrono",
"clap",
"indicatif",
"reqwest 0.13.4", "reqwest 0.13.4",
"rig", "rig",
"schemars 1.2.2", "schemars 1.2.2",
@ -2964,6 +3062,12 @@ version = "2.12.0"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2" checksum = "d98f6fed1fde3f8c21bc40a1abb88dd75e67924f9cffc3ef95607bad8017f8e2"
[[package]]
name = "is_terminal_polyfill"
version = "1.70.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "a6cb138bb79a146c1bd460005623e142ef0181e3d0219cb493e02f7d08a35695"
[[package]] [[package]]
name = "itertools" name = "itertools"
version = "0.13.0" version = "0.13.0"
@ -4359,6 +4463,12 @@ version = "1.21.4"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50" checksum = "9f7c3e4beb33f85d45ae3e3a1792185706c8e16d043238c593331cc7cd313b50"
[[package]]
name = "once_cell_polyfill"
version = "1.70.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "384b8ab6d37215f3c5301a95a4accb5d64aa607f1fcb26a11b5303878451b4fe"
[[package]] [[package]]
name = "onig" name = "onig"
version = "6.5.3" version = "6.5.3"
@ -6857,6 +6967,12 @@ version = "1.0.4"
source = "registry+https://github.com/rust-lang/crates.io-index" source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be" checksum = "b6c140620e7ffbb22c2dee59cafe6084a59b5ffc27a8859a5f0d494b5d52b6be"
[[package]]
name = "utf8parse"
version = "0.2.2"
source = "registry+https://github.com/rust-lang/crates.io-index"
checksum = "06abde3611657adf66d383f00b093d7faecc7fa57071cce2578660c9f1010821"
[[package]] [[package]]
name = "uuid" name = "uuid"
version = "1.24.0" version = "1.24.0"

View file

@ -5,6 +5,8 @@ edition = "2024"
[dependencies] [dependencies]
anyhow = "1.0.104" anyhow = "1.0.104"
clap = { version = "4", features = ["derive"] }
indicatif = "0.17"
reqwest = { version = "0.13.4", features = ["query"] } reqwest = { version = "0.13.4", features = ["query"] }
rig = { version = "0.41.0", features = ["test-utils"] } rig = { version = "0.41.0", features = ["test-utils"] }
schemars = "1" schemars = "1"

View file

@ -1,3 +1,4 @@
pub mod starter; pub mod starter;
mod progress;
mod review; mod review;
mod tools; mod tools;

View file

@ -0,0 +1,33 @@
use std::time::Duration;
/// A terminal spinner for a research phase, shown only when logging is off —
/// with logging on, the trace output already tells the user something is
/// happening, and interleaving both would just be noisy. Clearing on drop
/// means call sites don't need an explicit "stop" at every early return.
pub(crate) struct Spinner(Option<indicatif::ProgressBar>);
impl Spinner {
pub(crate) fn start(enabled: bool, message: &'static str) -> Self {
if !enabled {
return Self(None);
}
let bar = indicatif::ProgressBar::new_spinner();
bar.enable_steady_tick(Duration::from_millis(100));
bar.set_style(
indicatif::ProgressStyle::with_template("{spinner:.cyan} {msg}")
.expect("static template is valid"),
);
bar.set_message(message);
Self(Some(bar))
}
}
impl Drop for Spinner {
fn drop(&mut self) {
if let Some(bar) = &self.0 {
bar.finish_and_clear();
}
}
}

View file

@ -3,6 +3,8 @@ use rig::providers::ollama;
use schemars::JsonSchema; use schemars::JsonSchema;
use serde::{Deserialize, Serialize}; use serde::{Deserialize, Serialize};
use crate::deep_research::progress::Spinner;
/// Judging whether a conclusion actually follows from its cited sources is a /// Judging whether a conclusion actually follows from its cited sources is a
/// bounded, single-shot classification task, not multi-step reasoning — so /// bounded, single-shot classification task, not multi-step reasoning — so
/// it doesn't need the researcher's larger model, just a fresh context free /// it doesn't need the researcher's larger model, just a fresh context free
@ -32,6 +34,7 @@ pub(crate) async fn review_findings(
client: &ollama::Client, client: &ollama::Client,
topic: &str, topic: &str,
findings: &str, findings: &str,
show_progress: bool,
) -> anyhow::Result<Review> { ) -> anyhow::Result<Review> {
let reviewer = client let reviewer = client
.extractor::<Review>(REVIEWER_MODEL) .extractor::<Review>(REVIEWER_MODEL)
@ -47,9 +50,11 @@ pub(crate) async fn review_findings(
.retries(2) .retries(2)
.build(); .build();
let spinner = Spinner::start(show_progress, "Reviewing findings...");
let review = reviewer let review = reviewer
.extract(format!("Topic: {topic}\n\nResearch findings to review:\n{findings}")) .extract(format!("Topic: {topic}\n\nResearch findings to review:\n{findings}"))
.await?; .await?;
drop(spinner);
tracing::info!(approved = review.approved, gaps = %review.gaps, "review complete"); tracing::info!(approved = review.approved, gaps = %review.gaps, "review complete");

View file

@ -1,5 +1,7 @@
use crate::deep_research::progress::Spinner;
use crate::deep_research::review::{self, Review}; use crate::deep_research::review::{self, Review};
use crate::deep_research::tools::{FetchPage, SearchWeb}; use crate::deep_research::tools::{FetchPage, SearchWeb};
use clap::Parser;
use rig::client::{AgentClientExt, Nothing}; use rig::client::{AgentClientExt, Nothing};
use rig::completion::Prompt; use rig::completion::Prompt;
use rig::providers::ollama; use rig::providers::ollama;
@ -20,28 +22,49 @@ const MAX_RESEARCH_ROUNDS: usize = 3;
const DEFAULT_TOPIC: &str = const DEFAULT_TOPIC: &str =
"What are the latest advances in running large language models locally, on consumer hardware?"; "What are the latest advances in running large language models locally, on consumer hardware?";
fn initialize_observability() { /// Deep research agentic loop over local Gemma models: a tool-calling agent
/// gathers and cross-checks web evidence, a reviewer agent gates it, and a
/// writer agent turns approved findings into a structured report.
#[derive(Parser)]
#[command(name = "doubleo7-research", version, about)]
struct Cli {
/// Research topic to investigate
topic: Option<String>,
/// Emit logs at this level (off by default; passing this also enables a
/// progress spinner to switch off, since the logs already show progress)
#[arg(short = 'l', long, value_name = "LEVEL")]
log_level: Option<tracing::Level>,
}
/// Only initializes a subscriber (and thus produces any log output at all)
/// when the caller opted in via `--log-level` — otherwise tracing's macros
/// are no-ops, leaving the terminal clean for the spinner.
fn initialize_observability(log_level: tracing::Level) {
tracing_subscriber::fmt() tracing_subscriber::fmt()
.with_env_filter( .with_env_filter(
tracing_subscriber::EnvFilter::try_from_default_env() tracing_subscriber::EnvFilter::try_from_default_env()
.unwrap_or_else(|_| tracing_subscriber::EnvFilter::new("info")), .unwrap_or_else(|_| tracing_subscriber::EnvFilter::new(log_level.to_string())),
) )
.with_span_events(tracing_subscriber::fmt::format::FmtSpan::CLOSE) .with_span_events(tracing_subscriber::fmt::format::FmtSpan::CLOSE)
.with_writer(std::io::stderr) .with_writer(std::io::stderr)
.init(); .init();
} }
/// Performs deep research via a two-stage agentic flow: a tool-calling agent
/// gathers and cross-checks evidence from the web, then a second agent turns
/// those raw notes into a structured report.
pub(crate) async fn start() -> anyhow::Result<()> { pub(crate) async fn start() -> anyhow::Result<()> {
initialize_observability(); let cli = Cli::parse();
let topic = std::env::args() let show_progress = match cli.log_level {
.nth(1) Some(level) => {
.unwrap_or_else(|| DEFAULT_TOPIC.to_string()); initialize_observability(level);
false
}
None => true,
};
let report = research(&topic).await?; let topic = cli.topic.unwrap_or_else(|| DEFAULT_TOPIC.to_string());
let report = research(&topic, show_progress).await?;
println!("{report}"); println!("{report}");
@ -52,16 +75,16 @@ pub(crate) async fn start() -> anyhow::Result<()> {
/// not a model, in charge of when to stop — re-running research with the /// not a model, in charge of when to stop — re-running research with the
/// reviewer's feedback folded in until it approves or the round budget runs /// reviewer's feedback folded in until it approves or the round budget runs
/// out, then writing the report from whatever the last pass produced. /// out, then writing the report from whatever the last pass produced.
async fn research(topic: &str) -> anyhow::Result<String> { async fn research(topic: &str, show_progress: bool) -> anyhow::Result<String> {
let client = ollama::Client::new(Nothing)?; let client = ollama::Client::new(Nothing)?;
let mut findings = String::new(); let mut findings = String::new();
let mut feedback: Option<Review> = None; let mut feedback: Option<Review> = None;
for round in 1..=MAX_RESEARCH_ROUNDS { for round in 1..=MAX_RESEARCH_ROUNDS {
findings = gather_findings(&client, topic, feedback.as_ref(), round).await?; findings = gather_findings(&client, topic, feedback.as_ref(), round, show_progress).await?;
let review = review::review_findings(&client, topic, &findings).await?; let review = review::review_findings(&client, topic, &findings, show_progress).await?;
let approved = review.approved; let approved = review.approved;
tracing::info!(round, approved, "review verdict"); tracing::info!(round, approved, "review verdict");
@ -73,7 +96,7 @@ async fn research(topic: &str) -> anyhow::Result<String> {
feedback = Some(review); feedback = Some(review);
} }
write_report(&client, topic, &findings).await write_report(&client, topic, &findings, show_progress).await
} }
/// Wraps the tool-calling research loop in its own span so it's visible as a /// Wraps the tool-calling research loop in its own span so it's visible as a
@ -85,6 +108,7 @@ async fn gather_findings(
topic: &str, topic: &str,
feedback: Option<&Review>, feedback: Option<&Review>,
round: usize, round: usize,
show_progress: bool,
) -> anyhow::Result<String> { ) -> anyhow::Result<String> {
let current_date = chrono::offset::Local::now().to_string(); let current_date = chrono::offset::Local::now().to_string();
@ -127,12 +151,14 @@ async fn gather_findings(
), ),
}; };
let spinner = Spinner::start(show_progress, "Researching...");
let findings = researcher let findings = researcher
.runner(task) .runner(task)
.max_turns(MAX_RESEARCH_TURNS) .max_turns(MAX_RESEARCH_TURNS)
.run() .run()
.await? .await?
.output; .output;
drop(spinner);
tracing::info!(round, findings = %findings, "research phase complete"); tracing::info!(round, findings = %findings, "research phase complete");
@ -144,6 +170,7 @@ async fn write_report(
client: &ollama::Client, client: &ollama::Client,
topic: &str, topic: &str,
findings: &str, findings: &str,
show_progress: bool,
) -> anyhow::Result<String> { ) -> anyhow::Result<String> {
let writer = client let writer = client
.agent(WRITER_MODEL) .agent(WRITER_MODEL)
@ -160,9 +187,11 @@ async fn write_report(
) )
.build(); .build();
let spinner = Spinner::start(show_progress, "Writing report...");
let report = writer let report = writer
.prompt(format!("Topic: {topic}\n\nResearch notes:\n{findings}")) .prompt(format!("Topic: {topic}\n\nResearch notes:\n{findings}"))
.await?; .await?;
drop(spinner);
Ok(report) Ok(report)
} }