tldw

Web · Self-hosted · API

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Freedom report

One barScore 5.4

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely1 of 6 device platforms
DocumentedPlans, terms and facts published

tldw is ranked #24 of 25 in AI video summarizers on Freedom251. It runs on API, Self-hosted, Web.

Compared on AI video summarizers

YouTube support: Yes
Video uploads: Yes
Transcript output: Yes
Input sources: YouTube URLs; local video files

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The record

Purpose: tldw is an open-source, self-hosted research system for ingesting, transcribing, searching, and querying source material.
Supported content: It accepts video, audio, PDFs, web pages, EPUB, DOCX, Markdown, XML, and other inputs.
Transcription: It converts recordings into searchable text that can be quoted, summarized, and reused.
Search: Hybrid retrieval searches across transcripts, notes, and documents using full-text search, vectors, and reranking.
Models: It supports local inference, hosted model APIs, or both through one interface.
API: The project provides OpenAI-compatible Chat, Audio, Embeddings, and Evals APIs.
Workspace: Notes, prompts, chats, artifacts, and source material can live in the same system.
Study tools: The v0.1.31 beta includes Study Packs, flashcard templates, study suggestions, and a recipe-based evaluation framework.
Integrations: The site lists hosted model providers including OpenAI, Anthropic, Google, Cohere, DeepSeek, Groq, Mistral, OpenRouter, HuggingFace, and Qwen, plus local options including Ollama, vLLM, and llama.cpp.
Automation: MCP automation includes workspace-bounded command execution, policy-aware discovery, and approval gates.
Data handling: The site says users keep data on infrastructure they control, with no telemetry, analytics, or phone-home behavior.
Deployment: The site documents Docker single-user, Docker multi-user with Postgres, and local single-user setup paths.
Availability: The project is labeled beta, and the site says PyPI installation is not generally available yet.
Community support: The site directs users to Discord, Zulip, and GitHub for discussion, help, and contribution.

Where it ranks on Freedom251

Best AI Video Summarizers in 2026#24 of 25

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Sources

tldwproject.com· checked 7 Oct 2026