Comments (4)
Interesting. Any pointers on how to go ahead with this?
from superagi.
Literally solving it could be difficult because it's equivalent to the halting problem. The possible solution could be engineering workarounds such as putting a hard time limit etc.
from superagi.
how about on each iteration it examines if it has previously carried out this task, the result and so on, and if it concludes it is carrying out, or intends to carry out a routine that has failed before, twice... it stops and reexamines the goal. The halting problem you see is trying to get out of a loop from inside the loop. This current issue with SuperAGI however is simply looking at the loop from outside the loop. I'm not a fan of counters or hard coded time limits. I'm not sure first that its a scalable idea on lengthy, or especially on complex tasks, nor is it elegant.
The important thing is to ensure the previous attempt is held in embeddings in pinecone perhaps, even locally on the users workspace OR that all tasks are counted anyway... even the successful ones.
Its just an idea, but how about a 'sign off agent' that evaluates all tasks completed and a function that returns 'if the task worked'. If it did not work then it not working itself becomes a task and the model is tasked with finding out WHY it didn't work.
from superagi.
can we submit this problem to an AI, i mean we can design a role named watcher, It is responsible for monitoring the entire task execution process, recording the number of cycles, and the deviation of the target. Let AI judge it and give it some exit forms similar to strategies, instead of directly limiting the number of cycles.
from superagi.
Related Issues (20)
- Recursive Trajectory Fine-Tuning HOT 1
- RAGA (Retrieval Augmented Generation and Actions)
- Flatpak
- Custom Knowledge on Pinecone Database crossed out as option? HOT 2
- nltk modules installation issue using Docker in Windows HOT 1
- nltk modules issue while building docker on Ubuntu22.04
- Deployment Getting Failed HOT 11
- can't setup http basic auth
- Customize the workflow of the agent HOT 1
- Cryptographic API Misuse Vulnerability : Do not use constant key for encryption HOT 1
- Ollama support? HOT 2
- When will the new version be released HOT 1
- docker and local models
- Error new installation HOT 7
- Add support for Epsilla vector db
- Cannot connect to redis://super__redis:6379/0: Error 111
- local-llm-gpu installation / setup not working HOT 2
- When will the Visual Agent workflow in SuperAGI v0.0.14 be released? Is there a release plan?
- installation problem HOT 1
- pinecone and qdrant "unable to connect database" HOT 4
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