Seonglae ChoFunction Calling, Tool Learning, AI Tooling
Bash is all you need. Bash is almost you need
Considering from the training stage, there are fewer hallucinations but less robustness.
Mainly implemented through prompt engineering, with structured text generation following the instruction specified in the system prompt.
e.g.
search(query='latest news from New York')u ‣Granularity: Tools should be atomic primitives without judgment. Judgment is made by the agent.
Tool learning Notion
Tool learning Extensions
Mastery Dividend Period and..
We’ve crossed a threshold where the metagame has fundamentally changed. Mastery of tools no longer pays dividends for the rest of our lifetime. We’re lucky if a new AI tool stays relevant for 12 months! It’s incredibly disorienting when the “sharpen the axe” strategy that worked for thousands of years suddenly stops working.
Berkeley Function-Calling Leaderboard (Gorilla LLM )
tool design is important
