leverage functions in agents (P0)

improve usability of tuning (P1)

• OSS integration
• more and clear use cases and documentation

better infra for agents (P1)

• async
• logging

continual learning agents (P1)

• use interaction log to improve across sessions
  • config list
  • filter
  • prompt
    • few-shot example selection
    • LLM-based prompt revision
  • functions
• summarize large amount of data
• personalized chat
• long chat

multi-agent collaboration (P1)

• planning
• goal checking

test case generation (P2)

• adversarial example generation
• test case using functions

support OSS LLMs (P2)