Spent some time researching the current version of the AI16Z AI Agent framework Eliza and the differences between it and the V2 version revealed by Shawn.
Before comparing, let's first understand the basic architecture of the current version and the V2 version.
As shown in Figure 1, the current version of the Eliza framework consists of the Interface Layer, Core Layer, and Model Layer.
Interface Layer
- Responsible for interaction with external platforms
- Supports multiple platforms such as Discord, Twitter, Telegram, etc.
- Provides API interfaces for other systems to call
Core Layer
- Memory System: Provides retrievable storage capabilities and document processing
- Behavior System: Manages custom behaviors and action execution
- Configuration System: Manages configurations through .env and elizaConfig.yaml
Model Layer
- Supports various large language models, including OpenAI, Anthropic, Llama, Grok, etc.
- Provides a unified model interface abstraction
The layers interact through standard interfaces, supporting high modularity and scalability.
On the 15th, Shawn revealed that the development of Eliza v2 is underway, with an alpha version expected to be released in 2 to 3 weeks.
Eliza v2 will unify the message bus and simplify the client; a unified Agent wallet; the model system will adopt a registry and override model; enhance the scalable general core framework; update community plugins; achieve 100% test coverage.
The architectural design diagram of the V2 version is speculated as follows:
Let me explain the main improvements of Eliza v2 and their positions in the architecture:
Improvements in the Interface Layer: Unified Message Bus
- Integrated the originally scattered client integrations into a unified message processing system
- Each platform (Discord/Twitter, etc.) becomes an adapter for the message bus
- Simplified client development and maintenance work
- Provides a more consistent message processing experience
Improvements in the Core Layer: Unified Agent Wallet
- Consolidated the previously scattered wallet configurations
- Provides unified multi-chain wallet management
- Simplified cross-chain operations
Scalable Core Framework: Redesigned core interfaces to be more general
- Enhanced the scalability of the framework
- Better plugin integration mechanism
Community Plugin Updates: Improved Plugin System
- Improved plugin management
- 100% test coverage to ensure quality
Improvements in the Model Layer: Introduction of Model Registry Mechanism
- Supports dynamic registration and overriding of models
- Divides models into two main categories: LLMs and Embeddings
- More flexible model invocation methods
The architecture of this new version is more modular and unified, with clearer interactions between different components, providing a better foundation for future expansions.
Finally, from an investment perspective, Eliza v2 will bring new growth opportunities for functional extension plugins like AgentTank.
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