thiswillbeyourgithub / wdoc
Summarize and query from a lot of heterogeneous documents. Any LLM provider, any filetype, advanced RAG, advanced summaries, scriptable, etc
Why this job: says: rag; topics: rag


What it does
- 15+ filetypes. also supports combination to load recursively or define complex heterogenous corpus like a list of files, list of links, using regex, youtube playlists etc. See Filestypes and Recursive Filetypes. All filetype can be seamless
- 100+ LLMs and many embeddings. Supports any LLM by OpenAI, Mistral, Claude, Ollama, Openrouter, etc. thanks to litellm. The list of supported embeddings engine can be found here but includes at least Openai (or any openai API compatible mod
- Local and Private LLM. When in private mode, measures are taken to make sure no data leaves your computer and goes to an LLM provider: no API keys are used, all api_base are user set, cache are isolated from the rest, outgoing connections a
- Web Search. Preliminary support for web search using DuckDuckGo. Just do uvx wdoc web "How is Nvidia today this month?"
Get started
No single install command. Read the steps in the README (opens in new tab)
- Maintenance
- Active
- Last commit 28 days ago
- Stars
- 549
- On GitHub
- Licence
- AGPL-3.0
- Share-alike, even hosted
- Downloads for
- None listed
- No release files
- Latest version
- 5.2.2
- Released 2 months ago
- Built with
- Python
- 96% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 95% closed
- 1 still open
- Pull requests
- 1 merged
- 1 waiting
- Releases
- 108
- 7 in the last year
- No contributing guide
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 96%
- Shell 4%
Topics
- langchain
- llm
- news
- parser
- python
- question-answering
- rag
- summarizer
Project record
- JobRAG and search
- StatusListed
- Commits4,935
- Forks47
- Watching5
- Stars in 28 days+6
- CreatedJun 24, 2023
- First seen by usNov 7, 2026
- CheckedNov 7, 2026
