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AI agents and automation

WeKnora

by Tencent

WeKnora is a self-hosted platform that turns a team's documents into a searchable knowledge base. You can ask it questions, run a reasoning agent for multi-step tasks, or let it build and maintain a wiki from the same material.

Worth a lookEstablished, with a few things to check (listed below).

View on GitHubProject website

Stars
35.6k
Licence
MIT
Runs on
A small server
Setup
Moderate
Language
Go
Age
462 days

What you can do with it

  • Upload documents such as PDFs, Word files and spreadsheets, then ask questions and get answers drawn from them
  • Connect it to Slack, Telegram, Feishu or WeCom so staff can query the knowledge base in chat
  • Embed a Q&A widget on a website or link it to tools such as Cursor and Claude through its MCP server

Make money with it

A freelancer could set up and maintain private document Q&A systems for small companies as a paid service.

An idea, not financial advice. Check the licence before charging for anything built on it.

Ways a business could use it

  • Build an internal helpdesk that answers staff questions from handbooks, policies and process documents, saving time spent on repeat queries
  • Offer customers a website chatbot trained on product documentation, cutting the volume of support emails

Can you use it commercially?

Free to use, change and sell (MIT-style terms in the licence file). Some folders may carry other terms.

Not legal advice. Read the project's licence file before building a product on it.

Getting it running

Clone the repository, copy the example .env file, then start it with Docker Compose and open it at http://localhost.

Follow the official instructions in the project README.

Things to check

  • Licence is not clearly stated (listed as NOASSERTION), so check terms before commercial use
  • Needs an LLM: either a paid API key or a local Ollama model, which requires enough RAM
  • Many integrations and documentation are aimed at the Chinese market (WeChat, WeCom, Feishu)
  • Large feature set with several optional services, so setup and upgrades take care

Who's talking about it

Checked 27 Oct 2026. Summary drafted by AI from the project's README.

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