Dev.to tutorial Tutorials 1d ago

How I built long-conversation compaction for my desktop AI companion: at 36 messages, old turns become one 2,000-byte recap

by Krish Verma

Ankita AI is a desktop AI assistant by Krish Verma, and it has a memory problem every long chat hits:...

Dev.to tutorial 35m ago

One deployment returns verbatim, clean or speaker-tagged text by prompt: 3 minutes in 4.4 s on 32 GB. The clean prompt still adds speaker tags.

Dev.to tutorial 56m ago

Thousands of apps run on our engine: a radio station, a sports club, a local paper, a pastry shop,...

Dev.to tutorial 1h ago

How I cut wrong answers and token usage by giving the model 5 tools instead of 200. The ticket,...

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