Ross ROSS = Recommend OSS · open-source software intelligence for agents

alexpinel/Dot

Text-To-Speech, RAG, and LLMs. All local! observed · 2026-08-28

github.com/alexpinel/Dot · homepage · JavaScript · GPL-3.0 (copyleft) observed · 2026-08-28

Health v2 · maintenance only

16/100

  • Activity 0
  • Release rhythm 8
  • Longevity 64
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 901
  • days_rel: 632
  • days_push: 632
  • n_releases_24m: 1

Full methodology

Adoption not part of the score

1911 stars · 110 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

Dot is a standalone Electron desktop application for chatting with your documents using fully local LLMs and Retrieval Augmented Generation. It bundles llama.cpp, FAISS vector stores, LangChain, Whisper speech recognition, and text-to-speech so everything runs offline with no data leaving the device.

Use cases

  • chat with pdf documents locally
  • ask questions about my files without uploading them
  • offline private chatgpt alternative
  • run a local llm rag app on windows or mac
  • query spreadsheets and docs with ai privately
  • talk to documents with voice using whisper and tts

When to choose

  • you need document Q&A with strict privacy or offline operation
  • you want a no-code, install-and-run local RAG app
  • you're on Apple Silicon or Windows and want bundled TTS/STT

When to avoid

  • you need Linux support (not yet available)
  • you want a server-side or multi-user hosted deployment
  • you need cutting-edge model performance beyond small local LLMs

Facets

application · maturity active

rag llm-inference chatbot speech-recognition tts pdf large-language-models privacy self-hosted files windows cross-platform local-llm document-chat faiss langchain llamacpp offline privategpt-alternative phi-3 retrieval-augmented-generation macos electron desktop

2 sources

Member repositories

RepositoryRoleHealth v2
alexpinel/Dotmain16

For agents

markdown · JSON · MCP: product_card(name="alexpinel/Dot")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem