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image All GenAI, LangChain, Vector db related topics

  • gen_ai_langchain_faiss.ipynb -> A small Gradio application that includes:

    • Uploading PDF file(s)
    • Chunck the PDF is pieces and create embeddings from the texts
    • Store embeddings in FAISS
    • Invoke GenAI using LangChain with the questions
    • Use history to ask follow-up questions

  • demo-RAG-deployment.ipynb. Qdrant vector db + Q&A + OCI GenAI + Gradio (No LangChain)

  • small_genai.py. Python SDK for OCI GenAI

  • speech_to_text_and_genai.py

  • client_handbags.ipynb. Images of handbags converted to embeddings, stored in vector db, queried by sending new image and returning top 3 similar images.

  • fashion_indentification.ipynb --> Using Yolov5 detecting clothing, deployed on OCI Data Science - Model Deployment. See artifact files

  • Vanna AI Example on Oracle Autonomous Database. Natural Language to SQL Query