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    Tencent

    Tencent/WeKnora

    #46 this week

    Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

    ai-agents
    ai
    llm
    documentation
    agent
    agentic
    chatbot
    dsh-plugin
    embeddings
    Go
    NOASSERTION
    33.8K stars
    4.5K forks
    33.8K GitHub watchers
    Updated Oct 14, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    Ranks #46 of 1,950 repositories GStars tracks this week (top 2%).

    5 releases in the last 90 days, the latest 19 days ago, with 247 contributors on GitHub.

    Peaked at #2 in the weekly ranking the week of Jul 19, its best in the past year.

    Use Cases & Benefits

    • WeKnora is a Go-based LLM-powered framework for deep document understanding, semantic retrieval, and context-aware Q&A using the Retrieval-Augmented Generation (RAG) paradigm.
    • Key features include multimodal document parsing, semantic vector indexing, hybrid retrieval strategies, LLM integration, multi-turn dialogue, and a user-friendly web UI with RESTful APIs.
    • Strengths are modular architecture, flexible customization, secure local/private deployment, and support for various document formats and vector DBs; limitations include recommended internal network deployment for security.
    • Organizations can deploy WeKnora in private networks to enhance knowledge management, research analysis, technical support, legal review, and medical knowledge assistance with secure, scalable, and customizable AI-powered retrieval.
    • Ideal use cases include enterprise knowledge bases, academic literature review, product technical support, legal compliance checks, and clinical decision support requiring precise, context-aware document understanding and retrieval.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    Other

    GitHub could not identify this license; read the LICENSE file before depending on it.

    Community files

    • README: present

    Watch-outs

    • License not identified by GitHub; read the LICENSE file before depending on it.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    WeKnora is an LLM-powered framework designed for deep document understanding and semantic retrieval, especially for handling complex, heterogeneous documents.

    It adopts a modular architecture that combines multimodal preprocessing, semantic vector indexing, intelligent retrieval, and large language model inference. At its core, WeKnora follows the RAG (Retrieval-Augmented Generation) paradigm, enabling high-quality, context-aware answers by combining relevant document chunks with model reasoning.

    Excerpt from the Tencent/WeKnora README on GitHub (NOASSERTION license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Jul 17: +47Jul 18: +30Jul 19: +32Jul 20: +80Jul 21: +71Jul 22: +59Jul 23: +66Jul 24: +63Jul 25: +27Jul 26: +31Jul 27: +74Jul 28: +21Aug 1: +27Aug 2: +18Aug 3: +50Aug 4: +20Aug 7: +29Aug 8: +39Aug 9: +25Aug 10: +63Aug 11: +64Aug 12: +80Aug 13: +73Aug 14: +56Aug 15: +8Aug 27: +75Aug 28: +84Aug 29: +38Aug 30: +62Aug 31: +92Sep 1: +72Sep 2: +66Sep 3: +76Sep 4: +73Sep 5: +90Sep 6: +112Sep 7: +145Sep 8: +152Sep 9: +107Sep 10: +143Sep 11: +222Sep 12: +316Sep 13: +199Sep 14: +339Sep 15: +821Sep 16: +1,113Sep 17: +1,097Sep 18: +698Sep 19: +472Sep 20: +557Sep 21: +516Sep 22: +450Sep 23: +413Sep 24: +373Sep 25: +338Sep 26: +282Sep 27: +259Sep 28: +359Oct 2: +110Oct 3: +124Oct 4: +129Oct 5: +147Oct 6: +128Oct 7: +135Oct 8: +188Oct 9: +207Oct 10: +214Oct 11: +129Oct 12: +174Oct 13: +209Oct 14: +236

    +15,352 stars over 90 days across 76 snapshot days; best day +1,113 on Sep 16.

    Forks

    4.5K+1.9K

    Open issues

    611+217

    Compared with peers in AI Agents

    Fastest-growing repositories GStars tracks in this cohort for the week of Oct 11, by 7-day star growth

    View category →
    Tencent/WeKnora compared with AI Agents repositories by stars, 7-day star growth, health score and last release
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    lexmount/moli18.0K+7.4K551 day ago
    stablyai/orca91.6K+4.6K601 day ago
    Panniantong/Agent-Reach97.0K+3.9K46124 days ago
    hugohe3/ppt-master61.7K+3.8K755 days ago
    Tencent/WeKnora33.8K+07519 days ago
    Category median91.6K+4.6K60—
    Compare WeKnora with rea, moli, orca →

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