ONE KNOWLEDGE BASE
Three ways to put it to use.
01 · RAG
Answers you
can trace
Hybrid retrieval and reranking. Every answer cites its sources.
02 · AGENT
Knowledge
put to work
Multi-step reasoning with tools, skills, a sandbox and memory.
03 · WIKI
Knowledge,
organized
Documents become a linked wiki with a knowledge graph.
Plus skills, a sandbox and your own browser, all working from the same knowledge.
01 — RAG
Answers you can trace back to the source.
Vector and keyword retrieval run together, get reranked, and every claim links to the passage behind it.
02 — AGENT
Knowledge that gets work done.
The agent plans, searches your knowledge bases, calls MCP tools and remembers what you told it last time.
03 — SKILLS & SANDBOX
It writes the code. You get the file.
Install skills like docx, pptx and pdf. Agents run them in an isolated sandbox with a terminal and desktop.
04 — LOCAL BROWSER
It can drive your own browser, too.
BrowserSkill connects WeKnora to the Chrome you already use. It opens pages, reads, clicks and fills forms, and you can pause or stop it anytime.
05 — WIKI
Documents that organize themselves.
Uploads become a linked wiki of concepts and entities, with a knowledge graph and full revision history.
06 — CONNECTED
Plugs into where your team already works.
DATA SOURCES
CHANNELS & ACCESS
KNOWLEDGE · AGENTS · WIKI
MODELS
SELF-HOSTED · MIT LICENSED
Runs in your environment.
Swap models, vector databases and storage. Your data stays with you.

    

    

      
      
github.com/Tencent/WeKnora|weknora.weixin.qq.com

      
STAR IT · TRY IT · BUILD WITH IT