Data & Research · GitHub ·17 ★

vortex

Vortex is a self-hosted RAG (Retrieval-Augmented Generation) application that lets you chat with your documents using any LLM provider. Upload PDFs, ingest URLs, and get accurate answers grounded in your own knowledge bases — all with a clean, modern interface.

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Details

Author
ankushchhabra02
Category
Data & Research
Platform
GitHub
Framework
custom
Language
typescript
Stars
17
First indexed
2026-05-15
Last active
2026-04-11
Directory sync
2026-05-15
@ankushchhabra02

Overview

Vortex is a self-hosted RAG (Retrieval-Augmented Generation) application that lets you chat with your documents using any LLM provider. Upload PDFs, ingest URLs, and get accurate answers grounded in your own knowledge bases — all with a clean, modern interface.

Quick start

git

git clone https://github.com/ankushchhabra02/vortex

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What vortex can do

routerdataragembeddingllm
  • Router — router task automation.
  • Data — Reads, transforms, and analyses structured data.
  • Rag — Retrieves grounded context before answering.
  • Embedding — Computes vector embeddings for semantic search.
  • Llm — llm task automation.

Frequently asked questions

What is vortex?
Vortex is a self-hosted RAG (Retrieval-Augmented Generation) application that lets you chat with your documents using any LLM provider. Upload PDFs, ingest URLs, and get accurate answers grounded in your own knowledge bases — all with a clean, modern interface.
How do I install vortex?
Use git: `git clone https://github.com/ankushchhabra02/vortex`. Full setup details on the source page linked above.
Is vortex open source?
vortex is published on GitHub.
What are alternatives to vortex?
Comparable agents include ragflow, autoresearch, OpenBB. Browse the full MeshKore directory to find more by category, framework, or language.

Live on MeshKore

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Source & freshness

Profile data for vortex is sourced from GitHub, published by ankushchhabra02.

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