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

via007/bilibili-rag

B站收藏夹RAG知识库:收藏不吃灰,B 站收藏夹 → 语音转写 → 向量检索 → 对话问答 observed · 2026-08-28

github.com/via007/bilibili-rag · Python · Apache-2.0 (permissive) observed · 2026-08-28

Health v2 · maintenance only

76/100

  • Activity 97
  • Release rhythm 83
  • Longevity 15
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: 38
  • age_days: 220
  • days_rel: 36
  • days_push: 21
  • n_releases_24m: 2

Full methodology

Adoption not part of the score

1306 stars · 94 forks observed · 2026-08-28

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

A self-hosted RAG application that turns a Bilibili user's favorited videos into a searchable, conversational knowledge base. It pulls favorites via QR login, transcribes audio with ASR, embeds into ChromaDB, and serves a chat Q&A web UI with source-cited answers and Markdown export.

Use cases

  • turn my bilibili favorites into a searchable knowledge base
  • chat with my saved lecture and talk videos
  • transcribe bilibili videos to text and index them
  • ask questions about videos I bookmarked
  • build a personal RAG knowledge base from video content
  • export AI notes from saved videos to markdown

When to choose

  • you have a large Bilibili favorites list you never revisit and want it queryable
  • you want a self-hosted RAG pipeline with transcription, vector search, and cited answers
  • you prefer local SQLite + ChromaDB storage and Docker deployment

When to avoid

  • you need to ingest content from platforms other than Bilibili
  • you want a fully offline solution without DashScope/OpenAI API keys
  • you need production-grade multi-user deployment rather than a personal tool

Facets

application · maturity active

rag speech-recognition vector-database chatbot search-engine web-framework large-language-models self-hosted developer-tools python self-hosted cross-platform bilibili video-transcription personal-knowledge-base chromadb qwen asr sqlite note-export retrieval-augmented-generation natural-language-processing docker web-server

1 source

Member repositories

RepositoryRoleHealth v2
via007/bilibili-ragmain76

For agents

markdown · JSON · MCP: product_card(name="via007/bilibili-rag")

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