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WeKnora

by Tencent

VerifiedOfficial

Official listing: built and published by Tencent. More from Tencent

Turns documents into a queryable knowledge base with RAG question answering, a ReAct agent orchestrating retrieval, MCP tools and web search, and an auto-generated wiki.

Access
APIMCPCLIExtension
Auth
API Key
Skills
5

Skills

  • Document Ingestion

    Parses PDF, Word, Excel, PPT, EPUB, images and more, with per-upload parser, chunking, OCR and VLM settings plus batch reparse.

  • Hybrid Retrieval

    Retrieves passages via BM25, dense vectors, GraphRAG and parent-child chunking across pgvector, Elasticsearch, Milvus and Qdrant.

  • ReAct Reasoning Agent

    Runs progressive multi-step ReAct reasoning that autonomously chains knowledge retrieval, MCP tools and web search to reach an answer.

  • Auto Wiki Generation

    Distills raw documents into structured interlinked Markdown wiki pages with an interactive knowledge graph browser in the UI.

  • Data Source Sync

    Auto-syncs knowledge from Feishu, Notion, Yuque and RSS with incremental or full sync, and serves answers through IM and widgets.

Research & KnowledgeCustomer SupportCommunication & Messagingragreact-agentdocument-parsingknowledge-graphhybrid-retrievalwiki-generationim-channelsself-hosted
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weknora
Turns documents into a queryable knowledge base with RAG question answering, a ReAct agent orchestrating retrieval, MCP tools and web search, and an auto-generated wiki.
fields
nameWeKnora
providerTencent
urlhttps://weknora.weixin.qq.com
categoriesresearch · customer-support · communication
accessapi · mcp · cli · browser-extension
authapiKey
streamingtrue
pushfalse
verifiedtrue
officialtrue · Tencent
tagsrag, react-agent, document-parsing, knowledge-graph, hybrid-retrieval, wiki-generation, im-channels, self-hosted
skills
document-ingestionDocument IngestionParses PDF, Word, Excel, PPT, EPUB, images and more, wi…
hybrid-retrievalHybrid RetrievalRetrieves passages via BM25, dense vectors, GraphRAG an…
react-agentReAct Reasoning AgentRuns progressive multi-step ReAct reasoning that autono…
wiki-modeAuto Wiki GenerationDistills raw documents into structured interlinked Mark…
source-syncData Source SyncAuto-syncs knowledge from Feishu, Notion, Yuque and RSS…
→ https://weknora.weixin.qq.com