It’s actually surprising just how powerful 1-5 tools can be if you document it well and the llm knows how to pass arguments from other tool responses you had higher up in the thread
Yep, we've built some really useful agents with some simple tools (3-5 templated snowflake queries with really good descriptions). The LLM is useful for shaping your question into function params and then interpreting the results based on the context it got from the tool description.
It’s actually surprising just how powerful 1-5 tools can be if you document it well and the llm knows how to pass arguments from other tool responses you had higher up in the thread