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Architect's Guide
Architect's Guide
Mar 21, 2026 · Artificial Intelligence

Turn PDFs, Word Docs, and Images into Instant Answers with WeKnora’s LLM‑Powered Search

WeKnora is a Tencent‑open‑source LLM‑based document understanding and semantic search framework that extracts structured content from PDFs, Word files and images, offers agent‑driven reasoning, multi‑modal retrieval, and a modular architecture, with step‑by‑step Docker deployment and a web UI for instant querying.

AIDocument RetrievalLLM
0 likes · 7 min read
Turn PDFs, Word Docs, and Images into Instant Answers with WeKnora’s LLM‑Powered Search
Architecture Digest
Architecture Digest
Jan 22, 2026 · Artificial Intelligence

Unlock AI-Powered Document Search with WeKnora: A Hands‑On Guide

WeKnora is an open‑source LLM‑driven framework that transforms complex, multi‑format documents into searchable semantic knowledge, offering features such as Agent mode, hybrid retrieval, secure private deployment, and an easy‑to‑use web UI, with step‑by‑step installation instructions and demo screenshots.

AIDocument RetrievalLLM
0 likes · 7 min read
Unlock AI-Powered Document Search with WeKnora: A Hands‑On Guide
macrozheng
macrozheng
Jan 16, 2026 · Artificial Intelligence

Unlock Seamless Document Search with WeKnora: An Open‑Source LLM Retrieval Framework

WeKnora is an open‑source Tencent framework that combines large language models with retrieval‑augmented generation to enable fast, accurate semantic search and question answering across heterogeneous documents such as PDFs, Word files, and images, offering a modular, extensible architecture and easy Docker‑based deployment.

AILLMRAG
0 likes · 7 min read
Unlock Seamless Document Search with WeKnora: An Open‑Source LLM Retrieval Framework