GenAI GCP HF OpenAI Databricks AI Agent

GenAI_DataBricks_GoogleCloud

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, and vector stores (DBs).

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

What's Inside

📌 Note on 4-ChatGpt_Interactions: This folder contains raw sample interaction logs only. Refined, structured guides are maintained separately and available on request — email ajaykuma24@gmail.com.

🚧 When browsing folders, look for *.txt files for instructions/explanations, and use *.py/*.ipynb files from Sample_Codes. Remember to install packages (in your main or a virtual env) to test code examples, or use Colab notebooks from Google Cloud.

Models Explored & Used

• sentence-transformers/all-MiniLM-L6-v2
• sentence-transformers/all-mpnet-base-v2
• OpenAI/gpt-3.5-turbo
• OpenAI/gpt-4.1 (also 5.1)
• OpenAI/clip-vit-base-patch32
• mistralai/Mistral-7B-Instruct-v0.1
• tiiuae/falcon-7b-instruct
• runwayml/stable-diffusion-v1-5
• dreamlike-art/dreamlike-photoreal-2.0
• google/flan-t5-base (or -large, -XL, -XXL)
• google/gemini-1.5-pro
• google/gemini-2.0-flash-001
• google/gemini-1.5-flash
• google/vit-base-patch16-224
• google/imagen-alpha
• bert-base-multilingual-uncased-sentiment
• bert-base-uncased
• glove-wiki-gigaword-50
• text-embedding-ada-002 # most common, older
• text-embedding-3-small # newer, cheaper
• text-embedding-3-large # newest, most accurate
• more to be added

License & Commercial Use

This repository is licensed under the MIT License — free to use, fork, and build on.

📩 Extended, production-grade versions of these projects (additional pipelines, monitoring, scaling, and integration work) are maintained separately and available for commercial licensing or collaboration. Reach out via GitHub if interested, or email ajaykuma24@gmail.com.