Hugging Face's smolagents framework incurs a quadratic token cost because its CodeAgent re-sends the entire accumulated memory of every previous step at each reasoning step, rather than sending only n…
Hugging Face's smolagents library enables AI agents to generate and execute SQL queries against databases, using a code-based reasoning approach that allows error correction and verification. The agen…
Maneshwar, the developer behind git-lrc, argues that giving a single AI agent too many capabilities degrades performance, comparing it to doing taxes at a party. The solution is isolation: spawning fo…
HuggingFace's smolagents framework introduces CodeAgent, a code-writing agent that generates and executes Python in a sandboxed Jupyter kernel environment, replacing traditional tool-calling approache…