AI RAG / Knowledge Chat
AI RAG / Knowledge Chat osFoundry community catalog में एक app है। Production-grade RAG (retrieval-augmented generation) over your enterprise knowledge — ingests PDFs, web pages, GitHub repos, Notion, Confluence, ServiceNow. Hybrid search (vector + BM25), generative re-ranking, citations. Powered by Verba on top of Weaviate. इसे एक self-contained all-in-one image के रूप में भेजा जाता है, जिसमें bundle है Verba and Weaviate.
विवरण
- Workspace: osfoundry
- Category: COMMUNICATION
- मूल्य: Free
- Access: Community
Features
- Web pages
- GitHub repos
- Confluence
- ServiceNow
Documentation
Documentation को upstream project द्वारा अंग्रेज़ी में मेंटेन किया जाता है।
# AI RAG / Knowledge Chat
Production RAG over your corpus, powered by Verba on top of Weaviate.
## Features
- **Reader components** for: PDF, DOCX, MD, TXT, HTML, GitHub repos, Notion, Confluence, ServiceNow, web pages, YouTube transcripts
- **Chunker components**: sentence / token / Markdown-aware
- **Embedder components**: OpenAI / Cohere / Ollama / SentenceTransformers / Weaviate's built-in
- **Retriever**: hybrid search (vector + BM25) with generative re-ranking
- **Generator**: OpenAI / Cohere / Anthropic / Ollama / HuggingFace
- **Citations** with chunk + page links back to the source
- Multi-corpus (workspaces) with isolation
## You bring keys for the components you pick
Verba is a **framework**, not a hosted service. Wire it to your chosen embedder + LLM via env or the in-app settings panel.
## Packaging
All-in-one build: Verba (FastAPI) + bundled Weaviate (vector DB) under one supervisor on a persistent volume. Weaviate runs in standalone mode (no separate vectorizer module).
osFoundry में AI RAG / Knowledge Chat का उपयोग कैसे करें
एक क्लिक में AI RAG / Knowledge Chat को अपने workspace में install करें, फिर अपने stack के लिए prompts, tools, या configuration को customise करने के लिए इसे osStudio में fork करें। आपके workspace का कोई भी सदस्य वहीं से आगे बढ़ा सकता है जहाँ आपने छोड़ा था।
Community से अन्य apps
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- Helpdesk — SLA tracking के साथ ticket triage और customer support inbox।
- Page Builder — Visual drag-and-drop page builder के साथ sections, themes, SEO, and publishing
- Website Builder — Multi-page website builder के साथ CMS collections, global navigation, footer, themes, and publishing
- Storefront — Product catalog, cart, और checkout के साथ e-commerce storefront।