AI RAG / Knowledge Chat
AI RAG / Knowledge Chat is a app in the osFoundry community catalog. 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. Ships as a self-contained all-in-one image bundling Verba and Weaviate.
Details
- Workspace: osfoundry
- Category: COMMUNICATION
- Pricing: Free
- Access: Community
Features
- Web pages
- GitHub repos
- Confluence
- ServiceNow
Documentation
# 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).
How to use AI RAG / Knowledge Chat in osFoundry
Install AI RAG / Knowledge Chat into your workspace in one click, then fork it in osStudio to customise the prompts, tools, or configuration for your stack. Anyone in your workspace can pick up where you left off.
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