desktopentree
Joined 3 months ago
Joined 3 months ago
The extraction setup was actually the easy part. The magic in the tool is from the deterministic rules I put in place over months of iteration using it myself.
Inconsistent date formats, multi-lingual reservations, logic around when a new trip starts and your previous trip ends, parsing both an expense and a confirmation from the same email, duplication rules for when someone accidentally adds the same booking but from a different source, etc. These were all causes of actual parsing errors found from people testing it out.
I built 68 modules within the tool itself from testing.
The logic of the output will only improve over time with more usage. Building the right logic and ruleset into every conceivable scenario is the end goal.
Sonnet 4.5 does the extraction with numerous logic variations built in from trial and error, on many different file types. I am challenging all to try and stump it (PDF, .eml, .csv, .tsv, JPG, .ics).
Fractional service works for functions that are judgment-dense and cadence-light. You pay for expertise and experience. It's essentially an advisor more than an employee. For building an app, you should hire a contractor or agency with a defined deliverable.
We are agnostic on which LLM does the parsing because the rules and structure built around it is the real magic.
Out of curiosity, how do you currently save ideas you get from Reels?