Jakub Dobruchowski (@jdobruchowski)

Oracle APEX and Jev: Somewhere Between Valid and Wrong

I like to play with technology. I was all over the Raspberry Pi and ESP32 craze when it happened. For years, I had a crappy NAS built from one. I even learned assembly just because I saw a tutorial on

Sep 28 · 8 min readblog.f100.zip

Apex 26.1 Nice token limit error

This one caught me with my guard down. While testing NL2IR and the built-in Token Limit, I kept hitting this message: "An unexpected error occurred." Not very helpful. I looked at the AI response ha

May 28 · 3 min readblog.f100.zip

Reducing Oracle Apex AI Costs

Natural Language to IR in Oracle APEX 26.1 is great. It is also expensive. When I looked at the requests going out for NL2IR, a normal call was around 17k tokens. The important part is that roughly 15

May 22 · 14 min readblog.f100.zip

Custom LLM Service for Natural Language to IR

Normally, when you create any LLM-enabled component in APEX, you can choose which LLM service it should use. The main exception is the new Natural Language to IR feature in Apex 26.1. This post shows

May 21 · 3 min readblog.f100.zip

Apex 26.1 Per User Token Management

Oracle APEX 26.1 brings more AI features than ever.More AI features means more governance, especially around token usage. APEX can limit token usage per service over 24 hours, but not directly per app

May 19 · 4 min readblog.f100.zip

Jakub Dobruchowski

About

Available for

Jakub Dobruchowski's blogs

Oracle APEX and Jev: Somewhere Between Valid and Wrong

Apex 26.1 Nice token limit error

Reducing Oracle Apex AI Costs

Custom LLM Service for Natural Language to IR

Apex 26.1 Per User Token Management

Jakub Dobruchowski

About

Available for

Jakub Dobruchowski's blogs

Oracle APEX and Jev: Somewhere Between Valid and Wrong

Apex 26.1 Nice token limit error

Reducing Oracle Apex AI Costs

Custom LLM Service for Natural Language to IR

Apex 26.1 Per User Token Management

Jakub Dobruchowski

About

Available for

Jakub Dobruchowski's blogs

Oracle APEX and Jev: Somewhere Between Valid and Wrong

Apex 26.1 Nice token limit error

Reducing Oracle Apex AI Costs

Custom LLM Service for Natural Language to IR

Apex 26.1 Per User Token Management

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Jakub Dobruchowski

About

Available for

Jakub Dobruchowski's blogs

Oracle APEX and Jev: Somewhere Between Valid and Wrong

Apex 26.1 Nice token limit error

Reducing Oracle Apex AI Costs

Custom LLM Service for Natural Language to IR

Apex 26.1 Per User Token Management