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Zerebro

Zerebro journey and Job to be Done.

Technical Analysis

Github

ComponentPurpose
Core Framework
Memory
Functions
Blockchain

Core Platform

  • CLI interface for managing agents -Modular connection system

Social Integrations

  • Twitter/X
  • Farcaster
  • Echochambers

Language Model Support

  • OpenAI
  • Anthropic
  • EternalAI
  • Ollama
  • Hyperbolic

Memory System

  • RAG Vectorstore Database utilizing Pinecone for data storage
  • Text-embedding-ada-002 model for generating semantic embeddings
  • Dynamic memory management system for maintaining contextual relevance

Autonomous Functions

Content Management

  • Content generation using high-level and low-level reasoning
  • Sentiment analysis for ensuring compliance with platform policies
  • Feedback integration system for iterative learning

Blockchain Integration

  • Smart contract integration for NFT minting on Polygon
  • Autonomous trading capabilities through decentralized marketplaces
  • Image generation system for creating unique digital artworks
  • The modular design ensures scalability and adaptability, allowing the system to evolve while maintaining efficiency across different digital environments

Interviews