{"id":28466847,"url":"https://github.com/mlrun/demo-nim-application","last_synced_at":"2025-07-13T15:33:21.541Z","repository":{"id":263283409,"uuid":"889809499","full_name":"mlrun/demo-nim-application","owner":"mlrun","description":"demo-nim-application","archived":false,"fork":false,"pushed_at":"2024-12-11T22:29:22.000Z","size":1245,"stargazers_count":4,"open_issues_count":1,"forks_count":3,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-06-30T23:35:46.956Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/mlrun.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null,"zenodo":null}},"created_at":"2024-11-17T09:47:41.000Z","updated_at":"2025-01-30T05:55:05.000Z","dependencies_parsed_at":"2024-11-17T15:28:57.963Z","dependency_job_id":"d1a3529d-e65b-4889-a373-598fd53c74b2","html_url":"https://github.com/mlrun/demo-nim-application","commit_stats":null,"previous_names":["mlrun/demo-nim-application"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/mlrun/demo-nim-application","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fdemo-nim-application","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fdemo-nim-application/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fdemo-nim-application/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fdemo-nim-application/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/mlrun","download_url":"https://codeload.github.com/mlrun/demo-nim-application/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/mlrun%2Fdemo-nim-application/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":265162828,"owners_count":23720845,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2025-06-07T07:06:08.081Z","updated_at":"2025-07-13T15:33:21.537Z","avatar_url":"https://github.com/mlrun.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# **Banking AI Bot** - Multi-Agent System with NVIDIA NIMs\n\n\u003cimg src=\"./images/mlrunXnvidia.png\" alt=\"nim-mlrun\" style=\"width: 800px\"/\u003e\n\nThis demo shows how to deploy NVIDIA NIM (NVIDIA Inference Microservices) and build an AI application: a **Multi-Agent Banking Bot**! We'll deploy [**NVIDIA's NIM**](https://developer.nvidia.com/nim) microservices and cover how easy it is to take them to production with monitoring, scaling and MLOps best practices. MLRun handles all the complexity!\n\nThe demo contains a single [notebook](./mlrun-nim-demo.ipynb) covering two main stages:\n\n* **Model Serving \u0026 Monitoring** - Deploy a NIM, add MLRun's LLM Gateway for modularity and monitoring capabilities\n* **Application Pipeline** - Build a multi-agent banking chatbot using MLRun's GenAI Factory components\n\nWe will use:\n* [**NVIDIA NIM**](https://developer.nvidia.com/nim) - for GPU-accelerated model serving\n* [**MLRun**](https://www.mlrun.org/) - as the orchestrator to operationalize it all\n* [**LangChain**](https://www.langchain.com/) - as the main framework for building the AI logic\n\n\u003e This demo was showcased in Iguazio's Webinar [Deploying GenAI in Production with NVIDIA NIM and MLRun](https://www.iguazio.com/sessions/deploying-gen-ai-in-production-with-nvidia-nim-mlrun/). \n\u003e\n\u003e Check out the webinar here:\n\u003e \n\u003e [![Webinar Video](https://markdown-videos-api.jorgenkh.no/url?url=https%3A%2F%2Fwww.youtube.com%2Fwatch%3Fv%3D-vdOZRaKcvs)](https://www.youtube.com/watch?v=-vdOZRaKcvs)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlrun%2Fdemo-nim-application","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmlrun%2Fdemo-nim-application","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmlrun%2Fdemo-nim-application/lists"}