gaik-toolkit
Installation
SKILL.md
GAIK Toolkit
Python toolkit for knowledge extraction, capture, and generation. Use when working with:
- Structured data extraction from documents, PDFs, images, or audio
- Schema generation from natural language requirements
- Document parsing (PDF, DOCX, images)
- Audio/video transcription with Whisper + GPT enhancement
- Parallel transcription with FFmpeg chunking (ParallelTranscriber)
- Document classification
- RAG pipelines: embedder, vector store (Chroma / PostgreSQL), retriever, answer generator
- End-to-end pipelines: AudioToStructuredData, DocumentsToStructuredData, RAGWorkflow