apogee

Simple framework for LLM inferencing

Simple framework for LLM inferencing

Text emotion classifier using Cohee's go-emotions DistilBERT (28 emotions)

Content classification and model routing for LLM data pipelines

Structured LLM task layer with retry, JSON parsing, and query-based routing

Generic pipeline framework for composing and running sequential data processing steps with checkpointing

a total, streaming-tolerant Markdown lexer: typed blocks and

talk to an MCP server, in either protocol era

MCP (Model Context Protocol) server framework for Raku

Ask-the-user tool for MCP::Server, built on server-side elicitation