GitHub - bobpeulen/gen_ai: All GenAI, LangChain, Vector db related topics

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

Name		Name	Last commit message	Last commit date
Latest commit History 29 Commits
images		images
README.md		README.md
client_handbags.ipynb		client_handbags.ipynb
demo-RAG-deployment.ipynb		demo-RAG-deployment.ipynb
fashion_indentification.ipynb		fashion_indentification.ipynb
fashion_indentification_v2.ipynb		fashion_indentification_v2.ipynb
gen_ai_langchain_faiss.ipynb		gen_ai_langchain_faiss.ipynb
newsapi.ipynb		newsapi.ipynb
rerank.ipynb		rerank.ipynb
small_genai.py		small_genai.py
speech_to_text_and_genai.py		speech_to_text_and_genai.py
vanna_ai-pub.ipynb		vanna_ai-pub.ipynb

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