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Advanced Features

Advanced Features

Collective Intelligence

How It Works:

All Grace agents can optionally participate in collective intelligence:

  1. Shared Knowledge Base: Agents contribute learnings

  2. Pattern Recognition: System identifies successful patterns

  3. Adaptive Improvement: Agents learn from others' experiences

  4. Privacy Preserved: Individual data remains protected

Benefits:

  • Faster learning curve

  • Better response quality

  • Shared best practices

  • Community wisdom

Opt-In/Opt-Out:

  • Default: Opt-in to collective learning

  • Privacy: Can disable sharing

  • Control: Choose what to share

  • Transparency: See what's being learned

Agent Evolution

Continuous Improvement:

Agents can evolve over time:

  1. Performance Tracking: Monitor metrics

  2. A/B Testing: Try variations

  3. Feedback Integration: Learn from responses

  4. Auto-Optimization: Adjust parameters

Metrics Tracked:

  • Response quality

  • Engagement rates

  • Sentiment scores

  • Error frequency

  • Resource usage

Multi-Platform Deployment

Supported Platforms:

Twitter/X:

  • Post tweets

  • Reply to mentions

  • Quote tweets

  • Direct messages

  • Thread creation

Telegram:

  • Group participation

  • Private chats

  • Channel posting

  • Command handling

  • File sharing

Discord:

  • Server interactions

  • Channel management

  • Role-based responses

  • Slash commands

  • Embed messages

Custom Integrations:

  • Webhook support

  • API endpoints

  • WebSocket connections

  • RSS feeds

  • Email handling


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