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Merged
rcholic merged 3 commits into from
Jan 29, 2026
Merged

new fields with ml_rerank metadata #199

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b634ee9
new fields with ml_rerank metadata
Jan 29, 2026
9318f30
add ml_rerank metadata to snapshot response
Jan 29, 2026
ad30b2e
add ml_rerank metadata to snapshot response
Jan 29, 2026
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1 change: 0 additions & 1 deletion README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -174,4 +174,3 @@ If the video tag doesn’t render in your GitHub README view, use this link: [`s
- **LangChain:** [examples/lang-chain](examples/lang-chain/)
- **LangGraph:** [examples/langgraph](examples/langgraph/)
- **Pydantic AI:** [examples/pydantic_ai](examples/pydantic_ai/)

2 changes: 1 addition & 1 deletion sentience/__init__.py
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Expand Up @@ -56,7 +56,6 @@
# Agent Layer (Phase 1 & 2)
from .base_agent import BaseAgent
from .browser import AsyncSentienceBrowser, SentienceBrowser
from .permissions import PermissionPolicy
from .captcha import CaptchaContext, CaptchaHandlingError, CaptchaOptions, CaptchaResolution
from .captcha_strategies import ExternalSolver, HumanHandoffSolver, VisionSolver

Expand Down Expand Up @@ -106,6 +105,7 @@
# Ordinal support (Phase 3)
from .ordinal import OrdinalIntent, boost_ordinal_elements, detect_ordinal_intent, select_by_ordinal
from .overlay import clear_overlay, show_overlay
from .permissions import PermissionPolicy
from .query import find, query
from .read import extract, extract_async, read, read_best_effort
from .recorder import Recorder, Trace, TraceStep, record
Expand Down
1 change: 1 addition & 0 deletions sentience/agent_runtime.py
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Expand Up @@ -457,6 +457,7 @@ def _is_captcha_detected(self, snapshot: Snapshot) -> bool:
# interactive runs will “do nothing” and time out.
evidence = getattr(captcha, "evidence", None)
if evidence is not None:

def _list(name: str) -> list[str]:
try:
v = getattr(evidence, name, None)
Expand Down
6 changes: 3 additions & 3 deletions sentience/extension/background.js
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Expand Up @@ -28,14 +28,14 @@ async function handleSnapshotProcessing(rawData, options = {}) {
const startTime = performance.now();
try {
if (!Array.isArray(rawData)) throw new Error("rawData must be an array");
if (rawData.length > 1e4 && (rawData = rawData.slice(0, 1e4)), await initWASM(),
if (rawData.length > 1e4 && (rawData = rawData.slice(0, 1e4)), await initWASM(),
!wasmReady) throw new Error("WASM module not initialized");
let analyzedElements, prunedRawData;
try {
const wasmPromise = new Promise((resolve, reject) => {
try {
let result;
result = options.limit || options.filter ? analyze_page_with_options(rawData, options) : analyze_page(rawData),
result = options.limit || options.filter ? analyze_page_with_options(rawData, options) : analyze_page(rawData),
resolve(result);
} catch (e) {
reject(e);
Expand Down Expand Up @@ -101,4 +101,4 @@ initWASM().catch(err => {}), chrome.runtime.onMessage.addListener((request, send
event.preventDefault();
}), self.addEventListener("unhandledrejection", event => {
event.preventDefault();
});
});
18 changes: 9 additions & 9 deletions sentience/extension/content.js
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Expand Up @@ -83,7 +83,7 @@
const elementsArray = Array.isArray(elements) ? elements : Array.from(elements);
removeOverlay();
const host = document.createElement("div");
host.id = OVERLAY_HOST_ID, host.style.cssText = "\n position: fixed !important;\n top: 0 !important;\n left: 0 !important;\n width: 100vw !important;\n height: 100vh !important;\n pointer-events: none !important;\n z-index: 2147483647 !important;\n margin: 0 !important;\n padding: 0 !important;\n ",
host.id = OVERLAY_HOST_ID, host.style.cssText = "\n position: fixed !important;\n top: 0 !important;\n left: 0 !important;\n width: 100vw !important;\n height: 100vh !important;\n pointer-events: none !important;\n z-index: 2147483647 !important;\n margin: 0 !important;\n padding: 0 !important;\n ",
document.body.appendChild(host);
const shadow = host.attachShadow({
mode: "closed"
Expand All @@ -95,15 +95,15 @@
let color;
color = isTarget ? "#FF0000" : isPrimary ? "#0066FF" : "#00FF00";
const importanceRatio = maxImportance > 0 ? importance / maxImportance : .5, borderOpacity = isTarget ? 1 : isPrimary ? .9 : Math.max(.4, .5 + .5 * importanceRatio), fillOpacity = .2 * borderOpacity, borderWidth = isTarget ? 2 : isPrimary ? 1.5 : Math.max(.5, Math.round(2 * importanceRatio)), hexOpacity = Math.round(255 * fillOpacity).toString(16).padStart(2, "0"), box = document.createElement("div");
if (box.style.cssText = `\n position: absolute;\n left: ${bbox.x}px;\n top: ${bbox.y}px;\n width: ${bbox.width}px;\n height: ${bbox.height}px;\n border: ${borderWidth}px solid ${color};\n background-color: ${color}${hexOpacity};\n box-sizing: border-box;\n opacity: ${borderOpacity};\n pointer-events: none;\n `,
if (box.style.cssText = `\n position: absolute;\n left: ${bbox.x}px;\n top: ${bbox.y}px;\n width: ${bbox.width}px;\n height: ${bbox.height}px;\n border: ${borderWidth}px solid ${color};\n background-color: ${color}${hexOpacity};\n box-sizing: border-box;\n opacity: ${borderOpacity};\n pointer-events: none;\n `,
importance > 0 || isPrimary) {
const badge = document.createElement("span");
badge.textContent = isPrimary ? `⭐${importance}` : `${importance}`, badge.style.cssText = `\n position: absolute;\n top: -18px;\n left: 0;\n background: ${color};\n color: white;\n font-size: 11px;\n font-weight: bold;\n padding: 2px 6px;\n font-family: Arial, sans-serif;\n border-radius: 3px;\n opacity: 0.95;\n white-space: nowrap;\n pointer-events: none;\n `,
badge.textContent = isPrimary ? `⭐${importance}` : `${importance}`, badge.style.cssText = `\n position: absolute;\n top: -18px;\n left: 0;\n background: ${color};\n color: white;\n font-size: 11px;\n font-weight: bold;\n padding: 2px 6px;\n font-family: Arial, sans-serif;\n border-radius: 3px;\n opacity: 0.95;\n white-space: nowrap;\n pointer-events: none;\n `,
box.appendChild(badge);
}
if (isTarget) {
const targetIndicator = document.createElement("span");
targetIndicator.textContent = "🎯", targetIndicator.style.cssText = "\n position: absolute;\n top: -18px;\n right: 0;\n font-size: 16px;\n pointer-events: none;\n ",
targetIndicator.textContent = "🎯", targetIndicator.style.cssText = "\n position: absolute;\n top: -18px;\n right: 0;\n font-size: 16px;\n pointer-events: none;\n ",
box.appendChild(targetIndicator);
}
shadow.appendChild(box);
Expand All @@ -123,7 +123,7 @@
if (!grids || !Array.isArray(grids)) return;
removeOverlay();
const host = document.createElement("div");
host.id = OVERLAY_HOST_ID, host.style.cssText = "\n position: fixed !important;\n top: 0 !important;\n left: 0 !important;\n width: 100vw !important;\n height: 100vh !important;\n pointer-events: none !important;\n z-index: 2147483647 !important;\n margin: 0 !important;\n padding: 0 !important;\n ",
host.id = OVERLAY_HOST_ID, host.style.cssText = "\n position: fixed !important;\n top: 0 !important;\n left: 0 !important;\n width: 100vw !important;\n height: 100vh !important;\n pointer-events: none !important;\n z-index: 2147483647 !important;\n margin: 0 !important;\n padding: 0 !important;\n ",
document.body.appendChild(host);
const shadow = host.attachShadow({
mode: "closed"
Expand All @@ -139,10 +139,10 @@
let labelText = grid.label ? `Grid ${grid.grid_id}: ${grid.label}` : `Grid ${grid.grid_id}`;
grid.is_dominant && (labelText = `⭐ ${labelText} (dominant)`);
const badge = document.createElement("span");
if (badge.textContent = labelText, badge.style.cssText = `\n position: absolute;\n top: -18px;\n left: 0;\n background: ${color};\n color: white;\n font-size: 11px;\n font-weight: bold;\n padding: 2px 6px;\n font-family: Arial, sans-serif;\n border-radius: 3px;\n opacity: 0.95;\n white-space: nowrap;\n pointer-events: none;\n `,
if (badge.textContent = labelText, badge.style.cssText = `\n position: absolute;\n top: -18px;\n left: 0;\n background: ${color};\n color: white;\n font-size: 11px;\n font-weight: bold;\n padding: 2px 6px;\n font-family: Arial, sans-serif;\n border-radius: 3px;\n opacity: 0.95;\n white-space: nowrap;\n pointer-events: none;\n `,
box.appendChild(badge), isTarget) {
const targetIndicator = document.createElement("span");
targetIndicator.textContent = "🎯", targetIndicator.style.cssText = "\n position: absolute;\n top: -18px;\n right: 0;\n font-size: 16px;\n pointer-events: none;\n ",
targetIndicator.textContent = "🎯", targetIndicator.style.cssText = "\n position: absolute;\n top: -18px;\n right: 0;\n font-size: 16px;\n pointer-events: none;\n ",
box.appendChild(targetIndicator);
}
shadow.appendChild(box);
Expand All @@ -156,7 +156,7 @@
let overlayTimeout = null;
function removeOverlay() {
const existing = document.getElementById(OVERLAY_HOST_ID);
existing && existing.remove(), overlayTimeout && (clearTimeout(overlayTimeout),
existing && existing.remove(), overlayTimeout && (clearTimeout(overlayTimeout),
overlayTimeout = null);
}
}();
}();
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