From f022957e0751c49b9a91a8586b69b28c0269816d Mon Sep 17 00:00:00 2001 From: Prakhar Verma Date: Mon, 11 May 2026 01:27:56 -0400 Subject: [PATCH] Add README dashboard polish --- README.md | 18 ++++++++++++++++++ docs/assets/dashboard.png | Bin 0 -> 49813 bytes 2 files changed, 18 insertions(+) create mode 100644 docs/assets/dashboard.png diff --git a/README.md b/README.md index 5d23181..4271e10 100644 --- a/README.md +++ b/README.md @@ -1,9 +1,27 @@ # ModelMesh +[![Tests](https://github.com/iPrakharV/ModelMesh/actions/workflows/test.yml/badge.svg)](https://github.com/iPrakharV/ModelMesh/actions/workflows/test.yml) + A small inference gateway for testing how ML services behave when traffic, caching, and worker failures get involved. The first version runs a FastAPI gateway in front of a few model workers. The gateway accepts prediction requests, checks a cache, routes to a worker, retries on failure, and keeps basic latency and error metrics. Worker routing tracks recent latency, failures, and in-flight requests. +![ModelMesh dashboard](docs/assets/dashboard.png) + +## Architecture + +```mermaid +flowchart LR + client["Client or traffic replay"] --> gateway["FastAPI gateway"] + gateway --> cache["Redis cache or memory fallback"] + gateway --> router["Load-aware router"] + router --> workerA["Worker A"] + router --> workerB["Worker B"] + workerA --> model["Exported JSON model artifact"] + workerB --> model + gateway --> metrics["Metrics and dashboard"] +``` + ## Run it ```bash diff --git a/docs/assets/dashboard.png b/docs/assets/dashboard.png new file mode 100644 index 0000000000000000000000000000000000000000..80fc1c4c4b4d2fce4bce9384acbe1cc5357b668c GIT binary patch literal 49813 zcmeFZRa9J0^e#vskOWHz7CgZvjk~)BcL)&NA$V{I?(Q`18r&g);Mz0|G}b_HcWCtX z&+h#{%;T(?hne%hss-nqs@iAEx4+t(2o)t6EOcUYBqSs(Iax_HBqY>4BqU_Jm&l0U z1S==4AR)a$l9LqE_?CUJjOv4HN%7)DA*)ewdD%*#PVE=Nk;)R#e&@?jy#3FBx~`wk 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