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this is a great write up! i was curious about the verifier and planner agents. has anyone used them in a similar way in production? any examples? for instance:
by viksit 3y ago
this is a great write up! i was curious about the verifier and planner agents. has anyone used them in a similar way in production? any examples?
for instance: do you give the same llm the verifier and planner prompt? or have a verifier agent process the output of a planner and have a threshold which needs to be passed?
feels like there may be a DAG in there somewhere for decision making..
- maciejgryka 3y agoYep, it's a DAG, though that only occurred to me after we built this so we didn't model it that way at first. It can be the same LLM with different prompts or totally different models, I think there's no rule and it depends on what you're doing + what your benchmarks tell you. We're running it in prod btw, though don't have any code to share.
- viksit 3y agofunnily enough i have a library i’m planning to open source soon! i’ve used airflow as a guideline for it as well.
- maciejgryka 3y agoNice, looking forward to seeing that! Someone else pointed me towards https://github.com/DAGWorks-Inc/burr/ https://github.com/DAGWorks-Inc/burr/ which also seems related in case you're curious.