Activity
Mon
Wed
Fri
Sun
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
What is this?
Less
More

Memberships

Data Alchemy

38.1k members • Free

9 contributions to Data Alchemy
Predictive maintenance
Hi Everyone. I’ve been running a maintenance software for a customer for a few years now, and it currently has a large history of equipment and maintenance records. Recently, the customer approached me with a request for an AI solution that could generate predictive maintenance suggestions and also manage technicians’ schedules, including accommodating last-minute requests within the existing agenda. My first thought was that this might not necessarily require AI—do you agree? I’d love to hear your thoughts on whether AI is the best approach for this, or if there are simpler solutions that could work.
Is langchain really good for production?
Hi everyone. Following Dave Ebbelaar post on building effective AI agents and in my struggle to find uses for AI in the ERP world, I was trying to test an example I saw in a Youtube video in which we would ask questions "about a database data". I makes use of langchain and sqlalchemy. Although it's a simple and small function I came across lots of unresolved references that reminded me of "dll hell". I had to install langchain-community; langchain-core and langchain-experimental (this name scared me a bit). The I did some googling and lost the count of posts saying langchain is not good for production cause it's slow and buggy. I would like to hear your opinions on this and what would you suggest for this purpose. This example was based on this video: https://youtu.be/Tkds301xtHI
2 likes • Jan 28
Hi @Keith R, thanks for sharing. In fact, I don't yet have enough knowledge to have a valid opinion about LC. Honestly, I'm still looking for ways to leverage AI in the ERP world.
Feeling of disappointment...
Hello everyone, I want to share with you my feeling of disappointment, in the hope that you will make me see that I am wrong (I must be wrong). I am currently finishing section 03 - LLM Applications and I am starting to get the feeling that this technology is only useful for creating Chat Bots, all the examples I find online are about Chat Bots. I had previously mentioned the case of logistics and the optimization of warehouses or picking routes but I now realize that this may imply providing a very high volume of data that makes it unfeasible. Or is this a bad example? I apologize for the long post.
2 likes • Sep '24
Is it comparable to the Llama 3.1 70B that can be deployed locally?
"Hey, is anybody interested in working on a real-world data science project?
Does anyone have ideas for real world projects. We could create something impactful by working together. If you are interested in collaborating, let me know! Everyone is welcome to join.
0 likes • Aug '24
Yes, I would like to, but despite having experience in software development and consulting, my knowledge in this specific area remains quite limited.
1-9 of 9
Carlos Caetano
3
21points to level up
@carlos-caetano-3609
I programmed SQL and VB6 (still) for the last 25 years

Active 10d ago
Joined May 11, 2024
Lisbon, Portugal
Powered by