tl/dw (Too Long, Didn't Watch): Your Personal Research Multi-Tool - a naive attempt at 'A Young Lady's Illustrated Primer' (Open Source NotebookLM)
**tldw_server** is an open-source, API-first platform for media analysis and research that processes videos, audio, documents, and web content through a unified system of transcription, embeddings, and retrieval. It provides OpenAI-compatible APIs for chat, audio (STT/TTS), and embeddings while supporting 16+ LLM providers and local model deployment. The project is designed for researchers, knowledge workers, and developers who need to convert media into searchable, citable knowledge and build RAG-based applications with local data control.
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Kivach works on the Obyte network, and therefore you can track all donations.