Significant-Gravitas / AutoGPT

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GPT Agent Limitations #504

Closed joelalcedo closed 1 year ago

joelalcedo commented 1 year ago

Duplicates

Summary 💡

Sometimes GPT agents will be prompted with a request to browse the internet or go beyond its capabilities (e.g. running a command/executable, generate an image, etc.). to fulfill a subtask. Example below will produce some examples of this.

This results in some recursive loops or buggy unintended behavior downstream that ends rendering the program less useful.

My feature request would be something to effectively control for these limitations. Also worth keeping in mind that with chat plugins (see docs here: https://platform.openai.com/docs/plugins) there could be some nice use cases where a GPT agent could search for plugins it has access to, and use that as a means to complete tasks.

You would effectively have to assume that GPT agents are can not access the internet, generate executables, etc.

Main limitations of GPT Agents:

Some of the main limitations of GPT-3 include:

Thoughts?

Examples 🌈

purpose: you are an autonomous AI responsible for delegating three GPT agents to write programs and browse the internet for random requests.

Goal 1: generate three random code generation, image generation, or internet research requests. Goal 2: delegate these tasks to three separate GPT agents Goal 3: record their initial response & write to file Goal 4: take no action after their initial response Goal 5: shut down when complete

image

image

Motivation 🔦

No response

thejerome1502 commented 1 year ago

have a command to start a program plus send prompt Program is

1) a gpt3.5 used to create search tags relevant to the prompt 2) use that to run a search 3)feed search results plus prompt to a gpt3.5 to chose top5 most relevant results to the prompt 4) scrape top5 5) feed to a gpt3.5 +prompt to summarize info related to the prompt 6)export to autogpt or other

sam1am commented 1 year ago

I think this is broken. If it it going to spin up a bot it should be another autogpt bot with code execution capabilities, etc.

Jefferydo commented 1 year ago

Command evaluate_code returned: Error: The model: 'gpt-4' does not exist.

I haven't yet been able to successfully complete an auto-gpt request because of this error. It's been an underwhelming experience.

Pwuts commented 1 year ago

@Jefferydo are you using GPT-3 mode? https://github.com/Significant-Gravitas/Auto-GPT#gpt35-only-mode

ntindle commented 1 year ago

Plugins and other issues cover this topic well. Closing