You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
63 lines
1.7 KiB
63 lines
1.7 KiB
# 🚀 Latest Updates to Swarms - Twitter Thread
|
|
|
|
🧵 Thread: Exciting new features in Swarms - the powerful AI agent framework! #AI #AGI #Development
|
|
|
|
1/9 🤖 Introducing the ReasoningDuo - a revolutionary dual-agent system that combines reasoning and execution agents for more robust and reliable outputs! Perfect for complex problem-solving tasks.
|
|
|
|
2/9 🔄 New Self-Consistency Agent with parallel processing:
|
|
- Generates multiple independent responses
|
|
- Uses ThreadPoolExecutor for concurrent execution
|
|
- Aggregates results for higher accuracy
|
|
#AI #ParallelProcessing
|
|
|
|
3/9 🎯 The ReasoningAgentRouter is here! Dynamically select and execute different reasoning strategies:
|
|
- ReasoningDuo
|
|
- Self-Consistency
|
|
- Iterative Reflective Expansion (IRE)
|
|
#AIAgents
|
|
|
|
4/9 💡 Advanced Reasoning Capabilities:
|
|
- Structured problem analysis
|
|
- Multiple solution exploration
|
|
- Bias detection and transparency
|
|
- Error handling strategies
|
|
#ArtificialIntelligence
|
|
|
|
5/9 ⚡️ Performance Improvements:
|
|
- Concurrent response generation
|
|
- Batched task processing
|
|
- Optimized thread management
|
|
- Improved error handling
|
|
#Performance
|
|
|
|
6/9 🎛️ Customization Options:
|
|
- Adjustable sample sizes
|
|
- Flexible model selection
|
|
- Customizable system prompts
|
|
- Multiple output formats
|
|
#Flexibility
|
|
|
|
7/9 🔍 Enhanced Evaluation Features:
|
|
- Response validation
|
|
- Answer checking
|
|
- Majority voting system
|
|
- Comprehensive logging
|
|
#QualityAssurance
|
|
|
|
8/9 📊 New Output Types:
|
|
- Dictionary format
|
|
- List format
|
|
- Conversation history
|
|
- Structured analysis
|
|
#DataScience
|
|
|
|
9/9 🌟 Coming Soon:
|
|
- More agent types
|
|
- Enhanced routing strategies
|
|
- Advanced aggregation methods
|
|
- Expanded model support
|
|
Stay tuned! #FutureOfAI
|
|
|
|
---
|
|
Follow for more updates on Swarms! 🚀
|
|
#AI #MachineLearning #AGI #Development |