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GenAI_DataBricks_GoogleCloud

🚧 This repository is constantly being refined and improved. Stay tuned!

Documentation-Books: Contains notes/books |
GCP: Code examples/notes on Google Cloud & Vertex AI | Databricks: To be updated | Hugging_Face_n_AzureOpenAI: HF & models on Azure examples (Frameworks: Langchain, Langraph, Autogen, CrewAI)|

My exploratory work on AI/GenAI

  • Google AI/APIs
  • Databricks Platform
  • HuggingFace/Transformers
  • OpenAI/Azure AI

and integration with distributed search platforms such as ELK, OpenSearch, Vector stores(DBs)

🚧 When looking in folders, look for *.txt files for instructions or explainations and use .py/.ipynb files from Sample_Codes. Remember to install packages(in main env or virtual env) to test codes examples or use Colab-notebooks from Google Cloud

Models explored & Used:

  • OpenAI/gpt-3.5-turbo
  • mistralai/Mistral-7B-Instruct-v0.1
  • tiiuae/falcon-7b-instruct
  • google/flan-t5-base (or -large, -XL, -XXL)
  • sentence-transformers/all-MiniLM-L6-v2
  • tiiuae/falcon-7b-instruct
  • runwayml/stable-diffusion-v1-5
  • google/imagen-alpha
  • dreamlike-art/dreamlike-photoreal-2.0
  • openai/clip-vit-base-patch32
  • google/gemini-1.5-pro
  • google/gemini-2.0-flash-001
  • google/gemini-1.5-flash --

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