What It Does
An exploratory research tool focused on Gemini Cli capabilities and structured query decomposition.
An exploratory research tool focused on Gemini Cli capabilities and structured query decomposition.
Instant syntax generation • Tested algorithms • Zero API key setup
import asyncio
import random
import time
from typing import Callable, Any
class AsyncRateLimiter:
"""Production-ready async rate limiter with jittered exponential backoff."""
def __init__(self, max_requests: int = 60, time_window: float = 60.0):
self.max_requests = max_requests
self.time_window = time_window
self.tokens = max_requests
self.updated_at = time.monotonic()
self._lock = asyncio.Lock()
async def acquire(self):
async with self._lock:
now = time.monotonic()
elapsed = now - self.updated_at
self.tokens = min(self.max_requests, self.tokens + elapsed * (self.max_requests / self.time_window))
self.updated_at = now
if self.tokens < 1.0:
sleep_needed = (1.0 - self.tokens) * (self.time_window / self.max_requests)
await asyncio.sleep(sleep_needed + random.uniform(0.01, 0.05))
self.tokens -= 1.0
async def execute_task(limiter: AsyncRateLimiter, task_id: int):
await limiter.acquire()
print(f"[Done] Task {task_id} completed successfully")An exploratory research tool focused on Gemini Cli capabilities and structured query decomposition.
Decompose research queries into structured sub-hypotheses and link to peer-reviewed scholarly literature.
Every operation runs locally in your device's browser memory. Your files and prompts remain completely private.
Provide your target text, prompt, or file directly in the browser workspace.
Select styles, filters, or formats and preview results instantly in real time.
Save high-resolution outputs or copy snippets directly to your clipboard.
| Feature / Standard | DeepResearcher | Typical Tool Websites |
|---|---|---|
| Account Registration | Never Required (100% Free) | Requires sign-up & email |
| Intrusive Ads & Popups | Zero Ads | Heavy banners and popups |
| File Storage & Privacy | 100% Client-Side Sandbox | Uploaded to remote servers |
An exploratory research tool focused on Gemini Cli capabilities and structured query decomposition.
No. This utility is completely free to use directly in your browser with no limits or credit card requirements.
No. Operations are executed on your device inside your browser sandbox. We never store, inspect, or share your inputs.