Public cases

Projects

A quiet index of public GitHub repositories, README-based boundaries, architecture reading paths, and learning takeaways.

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6 / 6 items

  1. 01

    AI / Azure / Agent

    Customer Service Agent

    A Microsoft Foundry customer-service demo described by its README: a React workbench connects through a FastAPI BFF to a Hosted Agent, with Azure Container Apps, Entra identity, Azure Table Storage sessions, and ticket-style handoff framing the end-to-end study.

    Boundary

    Public code / learning case / README-based description; not running on this site

    Open case
  2. 02

    AI / Multimodal

    OpenAI Practical Examples

    A practical examples repository for text, vision, image generation, asynchronous video workflows, speech recognition, and TTS. It works as an API capability map, while model availability, credentials, and billing are configured off-site.

    Boundary

    Public code / learning case / README-based description; not running on this site

    Open case
  3. 03

    AI / RAG

    Amazon Multimodal RAG Assistant

    The README describes a RAG learning project for product text and image retrieval: CLIP embeddings, ChromaDB, FastAPI, and GPT or local models.

    Boundary

    Public code / learning case / README-based description; not running on this site

    Open case
  4. 04

    ML / Python

    Recommendation Algorithm

    The public README describes this Python learning repository only as Recommendation Algorithm. This site lists it as a recommendation-systems entry point without inferring unstated algorithm types, datasets, or metrics.

    Boundary

    Public code / learning case / README-based description; not running on this site

    Open case
  5. 05

    ML / LLM / Healthcare

    MedLLM

    The public README describes a notebook project that trains a medical QA model with PubMedQA, MedQA-USMLE, and RLAIF ideas. This site explains the data, alignment, and evaluation concepts only from a learning perspective.

    Boundary

    Public code / learning case / README-based description; not running on this site

    Open case
  6. 06

    AI / RAG / Python

    UChicago RAG System

    The public README describes a RAG system for PDF and HTML documents, with CLI and Streamlit usage, vector retrieval parameters, and OpenAI API configuration requirements.

    Boundary

    Public code / learning case / README-based description; not running on this site

    Open case