[Roadmap] LiteMultiAgent Roadmap Q4 2024

[TataKKKL]

LiteMultiAgent V2 release

1. Allow LLM to generate and register function as tool

• allow LLM to generate function and register that generated function as tool #61
• bash version of create_or_update_tool
• add create_or_update_tool as a base tool to the agent, directly modify tool list

2. Examples for Paper

• [example] nls, os agent controls web agent #73
• [example] device control agent controls web agent  #75
• [example] search and scrape the webpage of top result page #69

3. Memory

• agent memory
• shared memory

4. Planning

• [feature] refactor agent into different level of planning capacity like litewebagent #45
• add react agent #67

5. Search

• Multi-agent MCTS #74

6. Prompt Engineering

• DSPy integration #72
• pass agent_description as system prompt, set agent system prompt in agent config #85

7. Interface

• multi-agent execution visualization [feature] add visualization #32

8. Evaluation

• [feature] add evaluation agent #25
• add evaluation #71

9. External Agent

• [feature] allow passing external agent #58

10. LiteMultiAgent writeup

• [blog] LiteMultiAgent blog #46

11. Agent communication protocol

• [feature] agent communication protocol #54
• refactor: introduce AgentSystem class #83
• refactor agent system #84