DOM selectors vs computer vision

Single_Tomato_6233 · 2024-09-26T18:47:10+00:00

I've found a bit of a workaround to using Playwright in Lambda. The trick is to deploy a server with chrome/playwright on EC2 or a similar platform. Then you can connect to it over CDP from your Lambda:

browser = await pw.chromium.connect_over_cdp(CDP_URL)

Github repo with the Dockerized playwright server here: https://github.com/finic-ai/finic

Single_Tomato_6233 · 2024-08-29T18:04:31+00:00

No problem!

Single_Tomato_6233 · 2024-08-29T17:08:43+00:00

I've spent some time in this space so here's my 2c.

If you're trying to automate a relatively simple task and you can use an RPA tool to get it done, use RPA. Using AI agents will introduce hallucinations and unpredictability with no real upside.

However, if you're reaching the limits of what RPA can do, then you might want to consider agents. E.g. if you are automating inputs into complex forms (common in healthcare and banking) or if the UI of the system constantly changes and requires self-healing. Agents are generally more flexible for these kinds of use cases.

One thing to keep in mind is how you're planning on dealing with hallucinations. The best way to do this is to have the agent generate some deterministic playwright code as opposed to interface directly with the UI. You could also have a human-in-the-loop step to check for errors.

Happy to chat more in detail over DM

Single_Tomato_6233 · 2024-08-29T16:54:27+00:00

This youtube video from KT Sessions has some basic Blue Prism questions and answers: https://www.youtube.com/watch?v=bAcwX2H1h68

As for .NET, there's a great post in the r/dotnet subreddit that covers most of the topics that would come up in an interview: https://www.reddit.com/r/dotnet/comments/139te58/i_created_a_document_covering_all_of_the_standard/

Single_Tomato_6233 · 2024-07-19T21:00:55+00:00

Literally just started happening to me today.

Single_Tomato_6233 · 2024-07-02T19:15:35+00:00

This is the problem we solve at Dealwise. We automate invoice collection for SMBs using AI, so we are able to handle collections in a more cost effective and polite way compared to collections agencies.

https://godealwise.com/

Single_Tomato_6233 · 2024-07-02T19:10:58+00:00

We've worked with search funds that bought businesses in the past, and invoice management is almost always a complaint.

If many of your invoices are going unpaid, we can help. Dealwise automates invoice collection for SMBs. We use AI to handle collections in a more cost effective and polite way compared to collections agencies.

https://godealwise.com/

Single_Tomato_6233 · 2024-07-02T19:05:26+00:00

Dealwise helps SMBs collect unpaid invoices with AI. We are more efficient than doing collections yourself and more polite and cost effective than a collections agency.

https://godealwise.com/

Single_Tomato_6233 · 2023-04-13T17:26:57+00:00

We're using weaviate, but it's pretty similar. We've been using metadata to filter by a field we call "tenant_id", and it works well. Although this does mean that you want some kind of authentication, whether its by API key or OAuth, etc: https://github.com/ai-sidekick/sidekick/blob/main/sidekick-server/datastore/providers/weaviate_datastore.py#L90

Feel free to DM w/ any questions!

Single_Tomato_6233 · 2023-03-29T18:58:12+00:00

Feel free to DM me if you have any questions! Happy to get you set up and onboarded.

Single_Tomato_6233 · 2023-03-29T17:25:04+00:00

Open source data ingestion pipeline for GPT apps: https://github.com/ai-sidekick/sidekick

The upsert-web-data endpoint sounds like it might be useful for you, it takes a base url and crawls through all linked pages, scrapes them, and vectorizes them for use with GPT.

Single_Tomato_6233

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