this post was submitted on 28 Apr 2024
231 points (93.3% liked)
Technology
59188 readers
3192 users here now
This is a most excellent place for technology news and articles.
Our Rules
- Follow the lemmy.world rules.
- Only tech related content.
- Be excellent to each another!
- Mod approved content bots can post up to 10 articles per day.
- Threads asking for personal tech support may be deleted.
- Politics threads may be removed.
- No memes allowed as posts, OK to post as comments.
- Only approved bots from the list below, to ask if your bot can be added please contact us.
- Check for duplicates before posting, duplicates may be removed
Approved Bots
founded 1 year ago
MODERATORS
you are viewing a single comment's thread
view the rest of the comments
view the rest of the comments
We handle support in our company as part of our day to day. By and large the bulk of support is people simply leaning on us, rather than relying on common sense, or using the docs. Only a small percent is what would be considered essential.
However, each industry is different. This is just ours.
Generative AI could easily help the bulk of our support load.
We're experimenting with retrieval augmented generation for early inquiries right now. We get hundreds of inquiries that could be answered by looking at the website/docs and Q&A models with extractive or abstract approaches, or newer generative approaches are good at handling them.
Looked at four models last week, 2 vendors and 2 open source solutions, it's very promising. Very high accuracy with extractive approaches to simple queries, an email answering bot that links to our live website, along with an offer to talk to a real person could help us out a lot.