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Congrats!!! And super cool that you've open sourced it under the AGPL. Sorry if this is answered in the docs but I did a brief search on the source and noticed
by mmaunder 2y ago
Congrats!!! And super cool that you've open sourced it under the AGPL. Sorry if this is answered in the docs but I did a brief search on the source and noticed you're not using LangChain but do plan to integrate it so it can be offered to that community. I'm curious if you wouldn't mind talking about what you did use to create the chain of thought/actions logic in Skyvern and if you had to start work today if you'd consider going the LangChain/Graph route? Thanks.
- suchintan 2y agoWe actually started off using the AutoGPT framework. There are a ton of remnants of that (tasks, steps) but we found the framework extremely limiting as we wanted to expand and do more complex things For example, we're currently using a multi agent architecture where we have micro agents run to analyze SVGs, fill out dynamic autocompletes. This would have been really hard. Frameworks like langchain are good for early prototyping, but it's too restricting when you want to push the limits
- dhorthy 2y agomost people who run into limits w/ frameworks tend to mention they want more control over the prompt. Were there other dimensions that autogpt/other frameworks made difficult?
- suchintan 2y agowe started this last year. Back then, autogpt was more of a prototypical framework -- I'm sure it's improved dramatically since then. We ran into too many issues while developing with it (how do you run tasks effectively? How do you track artifacts related to previous executions?)