[ANN] TgRAG - Your Personal Telegram Search Intelligence Engine

TgRAG turns your crypto Telegram channels into a searchable AI knowledge base.

Ask questions in plain language, get instant answers with sources. No more missing alpha buried in thousands of messages.

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😤 The Problem Every Crypto Trader Knows

You follow 30+ Telegram channels for:
- Alpha signals
- Market analysis
- Whale movements
- New project launches
- Trading strategies

But here's what happens:

❌ Important signals get buried in spam
❌ You miss the pump signal because you were sleeping
❌ Can't remember which channel mentioned that gem
❌ Telegram search only finds exact keywords
❌ No way to connect dots between different channels

Result: You miss opportunities worth thousands of dollars.

Sound familiar? Yeah, we've all been there.

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✅ The Solution: TgRAG

TgRAG is like having a personal AI analyst that:

1. Monitors all your channels 24/7
- Indexes every message automatically
- Works even while you sleep
- Never misses anything

2. Understands what you're looking for
- Semantic AI search (not just keyword matching)
- Ask "What coins were shilled today?" - get real answers
- Understands synonyms and context

3. Connects the dots
- Finds patterns across multiple channels
- See what different analysts say about same coin
- Spot trends before others

4. Gives you sources
- Every answer includes links to original messages
- Verify information instantly
- Go directly to the source

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🎯 Real Examples from Beta Testing

Example 1: Finding Alpha

Question: "What low-cap projects were mentioned today as potential 10x?"

TgRAG Answer:

Code:

Found 4 projects mentioned as high-potential:

1. $XYZ (Market Cap: $5M)
   - Mentioned in @CryptoWhales (09:23 UTC)
   - Analyst: "Team just locked liquidity, ready for takeoff"
   - Price: $0.05 → Now: $0.12 (+140%)

2. $ABC (Market Cap: $12M)
   - Mentioned in @GemHunters (11:45 UTC)  
   - Analyst: "Stealth launch, solid fundamentals"
   - Price: $0.80 → Now: $0.79 (-1.25%)

3. $DEF (Market Cap: $8M)
   - Mentioned in @TradingSignals (14:20 UTC)
   - Analyst: "Partnership announcement incoming"
   - Price: $0.30 → Now: $0.35 (+16.7%)

Sources: 3 channels, 7 messages

Result: You caught $XYZ early = 140% gain in hours.

Example 2: Due Diligence

Question: "What are people saying about $SCAM token? Any red flags?"

TgRAG Answer:

Code:

Found 23 mentions of $SCAM. Summary:

RED FLAGS (15 mentions):
- Dev wallet holds 40% of supply
- Anonymous team with no LinkedIn
- Website copied from another project
- Multiple users reporting locked liquidity as fake
- Contract not audited

POSITIVE (8 mentions):
- Good marketing campaign
- Active community

VERDICT: High-risk. Multiple red flags identified.

Sources: @CryptoSafety, @RugPullDetector, @WhaleAlerts

Result: You avoided losing $5,000 on a rugpull.

Example 3: Market Sentiment

Question: "What's the overall sentiment on BTC this week?"

TgRAG Answer:

Code:

BTC Sentiment Analysis (Last 7 days):

Bullish: 67% (234 messages)
- Key themes: "Institutional buying", "ETF inflows", "Halving hype"
- Top channels: @BitcoinAnalysis, @MarketInsights

Bearish: 23% (80 messages)  
- Key themes: "Overbought RSI", "Resistance at $45k"
- Top channels: @TradingView

Neutral: 10% (35 messages)

Trend: Sentiment shifted from 45% bullish (3 days ago) to 67% now.

Conclusion: Strong bullish momentum building.

Result: Confirmed your long position with data.

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💎 Key Features for Crypto Traders

🔍 Semantic Search
- Search by meaning, not keywords
- "Find alpha" vs "find opportunity" vs "find gem" = same results
- Understands crypto slang (moon, degen, ape, etc.)

⚡ Real-Time Monitoring
- New messages indexed in <1 minute
- Get alerts on specific keywords (your favorite coins)
- Daily digest of top signals

🔗 Cross-Channel Intelligence
- See how sentiment changes across channels
- Find consensus picks (mentioned in 5+ channels)
- Spot coordinated shills vs genuine alpha

📊 Trend Analysis
- What coins are gaining mentions?
- Which narratives are trending?
- Sentiment shifts over time

🌐 API Access
- Build your own trading bots
- Auto-fetch signals for your strategy
- Integrate with your dashboard

🔒 Privacy & Security
- Your data is isolated (not shared)
- Works with private channels (if you're a member)
- No data sold to third parties

🚦 Current Status

Pre-Launch Phase

- ✅ MVP built and tested
- ✅ Beta testing with 50 traders
- 🔄 Collecting waitlist for public launch
- 📅 Public beta: Q1 2025

Waitlist Benefits:
- Priority access when we launch
- 50% lifetime discount
- Direct line to founders for feedback
- Shape the product roadmap

🎯 Use Cases

Day Traders
- Monitor pump signals across 30+ channels
- Get instant alerts on volume spikes mentions
- Track sentiment shifts in real-time

Swing Traders
- Find coins mentioned by multiple analysts
- Research fundamentals across channels
- Verify rumors before entering positions

Long-Term Holders
- Track project updates across communities
- Monitor development progress
- Stay informed without constant scrolling

Trading Groups
- Share curated intelligence with team
- Aggregate signals from multiple sources
- Build shared knowledge base

Bot Developers
- Feed signals into trading algorithms
- Automate market research
- Build custom alert systems

🔗 Links

Website: https://tgrag.com
Waitlist: https://tgrag.com/#waitlist
Email: contact@tgrag.com