multimodal-rag-showcase · Office #55,740

What it is

Calls itself “showcase”.

• Calls itself: showcase

“Experimental multimodal RAG showcase with traceable answers, reviewed visual evidence, hybrid retrieval, and auditable evaluations.”

Where it puts itself

Rules out “PDFs, reviewed database rows, model weights or credentials”.

• Says it will not: PDFs, reviewed database rows, model weights or credentials

“A clean checkout contains code and metadata only . It does not include PDFs, reviewed database rows, model weights or credentials.”

Who it sells to

Sells to developers. In Python.

• Sells to: developers
• Languages: Python

“GitHub Universe The event for developers, by developers — talks, workshops, and what’s next for GitHub.”

“Python 3.12, PostgreSQL 17 with pgvector, Docling, RapidOCR, Infinity serving BGE-small-en-v1.5 and MS MARCO MiniLM, Ollama serving Qwen3-8B and Qwen3-VL-4B, FastAPI, React/TypeScript and Vite.”

How it runs

A web app. Runs locally and works offline. Offers an API. AI is the core of the product.

• Kind: web
• Runs where: on the device, offline
• API: yes
• AI role: core to the product

“React views for Ask, Documents, Review, Experiments and Operations.”

“A local-first engineering showcase for turning research PDFs into traceable evidence and cited answers.”

What it works with

Names Docling, FastAPI and 5 more on its pages.

• Names: Docling · FastAPI · Ollama · +4

“Python 3.12, PostgreSQL 17 with pgvector, Docling, RapidOCR, Infinity serving BGE-small-en-v1.5 and MS MARCO MiniLM, Ollama serving Qwen3-8B and Qwen3-VL-4B, FastAPI, React/TypeScript and Vite.”

What it offers as proof

Live, no waitlist. Claims “27-paper”. Publishes docs.

• Number claimed: 27-paper

“You must be signed in to star a repository”

“The prepared workspace serves a 27-paper bundle from an isolated Neon database.”