Ross ROSS = Recommend OSS · open-source software intelligence for agents

NVIDIA/ChatRTX

A developer reference project for creating Retrieval Augmented Generation (RAG) chatbots on Windows using TensorRT-LLM observed · 2026-08-28

github.com/NVIDIA/ChatRTX · Python · NOASSERTION (other) · archived observed · 2026-08-28

Health v2 · maintenance only

10/100

  • Activity 63
  • Release rhythm 35
  • Longevity 75

Flags: no_releases archived no_license

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 1050
  • days_rel: n/a
  • days_push: 224
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3121 stars · 430 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

ChatRTX is a Windows demo application for building personalized RAG chatbots on local RTX GPUs using TensorRT-LLM, NVIDIA NIM, and LlamaIndex. It lets users query their own documents (text, PDF, DOCX, images) with LLMs and supports voice input via Whisper or Riva Parakeet.

Use cases

  • chat with my own documents locally on windows
  • build a rag chatbot on an rtx gpu
  • query pdfs and notes with a local llm
  • run tensorrt-llm inference on personal files
  • voice-query a local ai assistant
  • search images and docs with clip and llm

When to choose

  • you want a reference implementation of RAG on Windows with TensorRT-LLM
  • you have a supported NVIDIA RTX GPU and want fully local, private document Q&A
  • you want to study how to integrate NIM, LlamaIndex, and FAISS into a chatbot pipeline

When to avoid

  • you need a maintained or production-ready product - the project was deprecated in January 2026
  • you don't have a compatible NVIDIA RTX GPU
  • you need Linux, macOS, or cloud deployment
  • you want multi-user or server-side RAG rather than a local demo

Facets

application · maturity abandoned

rag llm-inference chatbot speech-recognition search-engine large-language-models chatbots artificial-intelligence windows windows python tensorrt-llm nvidia-nim llamaindex faiss local-llm deprecated rtx voice-input demo-app retrieval-augmented-generation gpu desktop

1 source

Member repositories

RepositoryRoleHealth v2
NVIDIA/ChatRTXmain10

For agents

markdown · JSON · MCP: product_card(name="NVIDIA/ChatRTX")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem