Workflows

Dedupe and Rank a Keyword List with Coreutils

Turn a messy keyword dump into a clean, frequency-ranked list using only shell builtins.

Fine-Tune an Open LLM to Make It Yours

Adapt an open-weight model to your domain with a small dataset.

Guaranteed JSON from Local LLMs with Outlines

Force valid, schema-conformant JSON out of any local model.

Vectorless RAG with PageIndex

Build high-accuracy RAG without embeddings, chunking, or a vector DB.

Self-Hosted Self-Improving Agent with Hermes

Stand up a Hermes agent that remembers and improves over time on your own VPS.

Run LLMs Locally to Replace ChatGPT Plus

Serve a capable open model locally with Ollama and drop the ChatGPT Plus subscription.

Replaces ChatGPT Plus

Local Text-to-Speech that Replaces ElevenLabs

Generate natural speech locally with Piper instead of an ElevenLabs subscription.

Replaces ElevenLabs

Local Voice-to-Text that Replaces WisprFlow

Run fully local dictation with whisper.cpp instead of paying for WisprFlow.

Replaces WisprFlow