catalog.yaml

name: Cloudera

entries:
  - title: Speech To Text Summarization
    label: speech-to-text-summarization
    short_description: A demonstration of how CML can host LLM models using HuggingFace and Gradio
    long_description: >-
      The goal of this application is to demonstrate how the a Open Source LLM model can be deployed on CML. The application is built using OpenAI Whisper
    image_path: >-
      https://github.com/nkityd09/cml_speech_to_text/blob/main/images/whisper.png?raw=true
    tags:
      - ProServ
      - Whisper
      - HuggingFace
      - Gradio
      - PyTorch
    git_url: "https://github.com/nkityd09/cml_speech_to_text.git"
    is_prototype: true    
  - title: LLM PDF Document Chatbot
    label: intelligent-writing-assistance
    short_description: A demonstration of how CML can host LLM models using HuggingFace and Gradio
    long_description: >-
      The goal of this application is to demonstrate how the a Open Source LLM model can be deployed on CML. The application is built using the RAG architecture with an in-memory Chroma Database
    image_path: >-
      https://github.com/nkityd09/cml_chatbot/blob/main/images/QandA.png?raw=true
    tags:
      - ProServ
      - LLM
      - Gradio
      - PyTorch
    git_url: "https://github.com/nkityd09/cml_chatbot.git"
    is_prototype: true
  - title: CML HuggingFace Models
    label: large-language-models
    short_description: A demonstration of how CML can host LLM models using HuggingFace
    long_description: >-
      The goal of this application is to demonstrate how the a Open Source LLM model can be deployed on CML. 
    image_path: >-
      https://github.com/nkityd09/cml_hf_models/blob/main/images/Hugging_Face_Logo.png?raw=true
    tags:
      - ProServ
      - LLM
      - Streamlit
      - HuggingFace
    git_url: "https://github.com/nkityd09/cml_hf_models.git" 
    is_prototype: true