Use NER to make the general agent do stuff without specific prompting

[kongzii]

Maybe NER (Named Entity Recognition) would be a good way to make the agent do stuff without over-prompting it.

Let's assume prompt like Get me balance of wallet address 0x2FC96c4e7818dBdc3D72A463F47f0E1CeEa0A2D0 with position id 38804060408381130621475891941405037249059836800475827360004002125093421139610 on Conditional Tokens Contract on Gnosis Chain..

Agent would first identify important keywords: balance of wallet address, position id , Conditional Tokens Contract , Gnosis Chain. This seems to work pretty good:

Then use Tavily to google-up information about all of these:

First try with Tavily Research for prompt What is Conditional Tokens Contract Gnosis Chain?:

If we would scrap also the references, then the agent would found out that:

Then inject the information to the original prompt.

Then hope that the researched information + prompt is sufficient to complete the job. 😄