app.py

import streamlit as st

st.markdown(
    '''
    
    - In the realm of patents, there's a place to be,\
    - A search engine that indexes them for you and me.\
    - [Google Patents](https://patents.google.com/) is its name,\
    - With keywords, numbers, and inventors, you'll find your claim.
    - From USPTO, EPO, and WIPO, it draws its lore,\
    - Abstracts, images, citations, it has much in store.\
    - So, venture forth, my friend, and see what you can find,\
    - In this patent world, where innovation's intertwined.
    - For those seeking knowledge of the U.S. patents' tale,\

    - The [USPTO Database](https://patft.uspto.gov/) will lift the veil.\
    - Full-text search capabilities, and images, you'll see,\
    - Uncover the inventions granted by the USPTO decree.
    - Title, abstract, claims, and more, search with ease,\
    - Inventors, assignees, classification codes, if you please.\
    - A wealth of information, in this database you'll find,\
    - A world of innovation, creativity combined.

    - The [EPO Espacenet](https://worldwide.espacenet.com/), a platform so grand,\
    - Over 120 million patent documents, at your command.\
    - EPO, USPTO, WIPO, and national offices too,\
    - A treasure trove of knowledge, waiting there for you.

    - Search with publication number, inventor, applicant, or code,\
    - Advanced features let you refine the search mode.\
    - Specific phrases or exclude terms, it's all within your reach,\
    - In Espacenet, a world of patents, there to teach.



🤖🧪🌐
- 🔬🧠💡: RLHF & LAFAND-MT ➡️ Efficient, accurate & flexible AI/ML systems
- 📚💬🏆: Lambada benchmark ➡️ Advanced NLP & NLU understanding
- 🔍📖🔊: MNLI (Text Inference) vs MMLU (Multimodal Understanding)
- 🏋️🌍🤔: AGI challenges ➡️ Generalization, computation, ethics
- 🕵️🔎🧡: Interpretability, transparency & ethics in AI
- 🎓🎮🤖: Reinforcement learning ➡️ Evolution & role in complex AI
- 🚧🔜🌌: Limitations & future research for AGI
- 🧩🤝🚀: Integrating AI architectures ➡️ Holistic & robust AI/ML systems
- 🌟🌍💼: Promising applications & positive societal impact
- 👩‍💻📚🔧: Evolving role of AI/ML engineer & Chief Scientist



    
    '''
)