Enterprise AI Q&A Framework
13.8k 2026-04-12
Tencent/WeKnora
An LLM-powered framework for enterprise-grade document understanding, semantic retrieval, and context-aware Q&A using RAG and ReACT agents.
Core Features
Dual Q&A modes: RAG-based Quick Q&A and ReACT Agent-powered Intelligent Reasoning.
Multi-source knowledge ingestion (Feishu, 10+ document formats) and IM channel integration (WeCom, Feishu, Slack, Telegram, DingTalk, Mattermost).
Compatibility with major LLM providers and modular design for flexible deployment (local/private cloud).
Advanced features: ASR, OIDC authentication, IM context handling, document summarization, web search.
Detailed Introduction
WeKnora is an advanced, LLM-powered framework designed for intelligent knowledge management and Q&A within enterprise environments. It offers sophisticated document understanding and semantic retrieval capabilities, leveraging both RAG for rapid queries and ReACT Agents for complex, multi-source reasoning. The framework supports diverse data sources, integrates seamlessly with popular IM platforms, and is compatible with a wide array of LLM providers. Its modular architecture ensures flexibility in deployment and complete data sovereignty, making it ideal for building robust, context-aware AI solutions.