gaik-toolkit

GAIK toolkit overview and reference. Use when needing context on GAIK components (extractors, parsers, transcribers, RAG, TTS, classifiers, pipelines), the repository structure, configuration pattern, environment variables, building-block API tables, the documentation update map, or the demo app and docs website setup. For CREATING a new component package use build-software-component; for ADDING EXAMPLES and running the canonical publish flow (docs → demo app → PyPI tag) use gaik-add-examples. Covers: structured data extraction, document parsing, audio transcription (Whisper/local), transcript enhancement, text-to-speech, RAG pipelines (pgvector/Chroma), document classification, end-to-end pipelines.