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Site inspection processes, site inspection tech, how does your shop do it?

pro-UP

New Member
I made a custom llm bot for our erp (an 29 years old access gui with mssql behind) , i have trained with chromadb and some agents so he knows how to use everything (i have been trying everything during a year, and that has been the best aproach... Is perfect in fact) A custom whatsapp bot take orders from our workers... We go to field, take measures in an aruco based custom app and we send everything to the bot vía secured whatsapp. We just have to say "attach all this to the latest order of Pepito" from whatsapp. Measures in measures, photos in photos... I even made an app to take more measures in office. If i need more, i take 3df and i rebuild the facade 3d model to study or animate. Old school designers + nano banano (the day it want to works) do the previews and are shared with the customer via a custom "wetransfer" (controlled to by the llm bot). So... Well... That give us more time which is the most expensive thing we have on little companies... After wasting TONS of hours on training the beast and development. That is our path since end of past year. Maybe u can take ideas for burn tokens on CC hahahaha. If u want the measures app or the pc version just tell me, i will upload to github.
I would really worry about the cost of tokens when they can no longer subsidize the fremium or cheaper models. Are you using what you've made more as an example to then be created into an actual program? Or do you work through the ai system with the bots? AI discussions are greatly entertaining and informative. I try to be aware of both sides (the good and bad) of the entire ecosystem. A great person to watch is Ed Zitron. He's very critical of ai and provides a lot of information (he's a journalist). Then there are those enamored completely (no lack of these guys, lol).
 

unmateria

New Member
Well... Is just like having baby... u have to train everyday, pass exams everyday and review nothing breaks... Is not easy and it takes MANY hours, but the results are stupidly good. Does it replace any worker? No. It simply cant replace the awareness and clever thinking of a person... But helps a lot to those who can use it properly. About tokens... Is near free. With a 20€ account works perfectly for all the month. It doesnt use api key except for ocrs with gwen3 or gemini for bills etc, but cc-cli directly, so is stupidly cheap
 

unmateria

New Member
Thats an absolutely awesome approach, if you could share the github repo with me that would be much appreciated, always looking for new ways to approach things.
Is an entire private repository, has many private things. But just use an mcp aproach for everything, cl-cli, chromadb, small (about 11k text) cl.md for common context and everything in views and stored procs triggered by custom mcp. Is the only way it worked perfectly
 
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