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Re: 🖥️ Creating your own HomeLAB for trading

xard777, Fri Mar 06, 2026 10:00 am

New TickerNews Update
I have added more features including the ability to click on a news item and have DeepSeek provide in-depth analysis.
Plus HomeLAB v3.3 includes a massive boost to generation limits to support complex code synthesis (1,000+ line blocks) and deep strategic analysis.


Here is the technical breakdown of the Sovereign Generation Expansion:

🚀 Massive Token Expansion
Global Generation Limit: Increased to 16,384 tokens (up from ~4k). This allows the models to generate entire multi-file architectures or 1,000+ line scripts in a single pass without truncation.
DeepSeek Optimization: Hard-capped at 8,192 tokens (the maximum API limit) to ensure "Military-Grade" briefings don't get cut off.
Local Engine (Gemma 3): Fully unlocked at 16,384 tokens to take full advantage of your RX 7900 XTX (24GB VRAM) for private, long-form code generation.
Hardware Saturation: The GPU_CONFIG has been tuned to prioritize VRAM for longer context windows, ensuring the "Neural Bridge" stays fluid during heavy workloads.
In short, the "800-line ceiling" has been shattered. The system now has the "lung capacity" for the most demanding development tasks.

1. 📰 General News Ticker (

fetch_news
)
Multi-source RSS scraper with BeautifulSoup parsing for maximum resilience.

Bitcoin/Crypto: Cointelegraph
Metals/Gold: Kitco News (Custom resilient parsing)
Equity Markets (Dow Jones): CNBC
Futures Flow: CME Group
2. 🏛️ Macro Intelligence Engine (

fetch_macro_intel
)
Combines two critical sources for fundamental catalysts.

White House Briefing Room (

fetch_white_house_news
): Direct scraping of the official briefing room to bypass broken RSS feeds.
Federal Reserve Watch (

fetch_fed_news
): Monitors the Fed's latest policy updates and press releases.
3. 🐋 Whale Watcher Scraper (

fetch_whale_alerts_scraper
)
Source: Scrapes the Telegram public preview of

whale_alert
.
Sovereign Flow Logic: Automatically categorizes transactions into 🔴 INFLOW (Exchange deposits/Sell pressure), 🟢 OUTFLOW (Cold storage/Accumulation), or ⚪ SHUFFLE.
4. 🧠 Sovereign X Intelligence (

XScraper
)
The "Zero-Auth" core that runs without API keys by scraping elite intelligence channels:

WhaleAlert / WhaleChart
WatcherGuru
DiscloseTV
CoinTelegraph
WuBlockchain (Primary source for miner Intel)
5. ⛏️ Miner Pulse Engine (

fetch_miner_pulse
)
Function: Specifically scans intelligence feeds for miner-related signals (Sell-offs, reserve drops, hashrate shifts).
Sentiment Analysis: Calculates the "Pulse" (Bearish Sell Pressure vs. Bullish Accumulation) based on real-time signal density.
Every scraper is designed to be API-Independent, ensuring your intelligence stack remains operational regardless of external platform restrictions.
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