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I tried doing the MCP approach with about 100 tools, but the agent picks the wrong tool a lot of the time and it seems to have gotten significantly worse the mo
by s1mplicissimus 1y ago
I tried doing the MCP approach with about 100 tools, but the agent picks the wrong tool a lot of the time and it seems to have gotten significantly worse the more tools I added.
Any ideas how to deal with this? Is it one of those unsolvable XOR-like problems maybe?
- laser_eagle 1y ago[dead]
- throwaway314155 1y agoYou wind up having to explicitly tell it to use a tool and how to use it (defeating the point, mostly)
- the_mitsuhiko 1y agoRemove most tools. After 30 tools it greatly regresses.
- lsaferite 1y agoThere are many routes to a solution. Two options (out of multiple): - Have sub-agents with different subsets of tools. The main agent then delegates. - Have dedicated tools that let the main agent activate subsets of tools as needed.
- faangguyindia 1y agoAI agents can't even remember which files are already in the context, let alone them picking right tool for the job.
- thrown-0825 1y agocongrats, you have encountered one of the fundamental flaws of using an ad-lib generator as an orchestration / rules engine.