Generative_AI/genAI_env.yml at main · rhondene/Generative_AI · GitHub

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name: genai_ml
channels:
  - pytorch
  - nvidia
  - conda-forge
  - huggingface
  - defaults

dependencies:
  # Python
  - python=3.11

  # Core ML/AI packages
  - pytorch
  - scikit-learn
  - scipy
  - statsmodels
  - numpy
  - pandas
  - matplotlib
  - seaborn
  - plotly

  # Data processing and utilities
  - requests
  - urllib3
  - wget
  - tqdm
  - pyyaml
  - jsonschema

  # Jupyter and development
  - jupyter
  - jupyterlab
  - ipywidgets
  - notebook
  - pip
  - pip:
    - transformers
    - faiss-cpu
    - datasets
    - tokenizers
    - sentencepiece
    - langextract
    - dspy
    - openai
    - anthropic
    - langchain
    - langchain-openai
    - langchain-anthropic
    - chromadb
    - cohere
    - sentence-transformers
    - peft
    - streamlit