2024-08-04, 15:30–16:00 (Asia/Taipei), RB102
Harness the cutting-edge capabilities of the Gemini Pro API and LangChain framework to unlock a new era of AI development. This session dives deep into practical applications of the Gemini Pro API, showcasing its integration with LangChain for building powerful chatbots, multimodal experiences, and Retrieval-Augmented Generation (RAG) pipelines. You'll learn how to leverage Gemini Pro's enhanced factual language understanding and reasoning to create intelligent and informative AI applications.
This talk is ideal for developers and researchers interested in exploring the potential of the Gemini Pro API and LangChain for building next-generation AI applications. Whether you're building chatbots, multimodal interfaces, or RAG pipelines, this session equips you with the knowledge and tools to leverage the power of Gemini Pro's advanced language processing capabilities.
Outline:
Introduction :
Briefly introduce the Gemini Pro API and LangChain framework.
Highlight the benefits of using Gemini Pro with LangChain for AI development.
Gemini Pro Deep Dive:
Explain the key features and functionalities of the Gemini Pro API.
Showcase examples of how Gemini Pro enhances factual language understanding and reasoning.
Briefly discuss the integration process with LangChain.
Building AI Applications with LangChain & Gemini Pro:
Deep dive into specific use cases for building chatbots, multimodal interfaces, and RAG pipelines using both LangChain and Gemini Pro.
Provide code examples and demonstrations of each application. Hands-on Demo
Q&A and Wrap-up :
Summarize key takeaways and provide resources for further exploration.
Hello, this is Kalyan from India. I started my career as a newspaper delivery boy, and through hard work and determination, I evolved into a self-taught data scientist and analytics manager. And, I lead a talented data science and analytics team at my workplace.
I'm deeply passionate about open-source communities and actively contribute to them. Over time, I've established myself as a respected global speaker and influential community leader, delivering talks at prestigious conferences and educational institutions such as PyData Global, Data Science Global Summit 2022, JupyterCon, PyCon India, Devfest Hyderabad, PyCon APAC, PyCon Hong Kong, PyCon JP, PyCon ZA, Pyjamas, Conf42, Developer Conference Telangana 2021, BelPy & KLS Gogte Institute of Technology, Belagavi, Karnataka, India.
I also worked as Reviewer and Mentor for reputed conferences & hackathons including EuroPython, SciPy, PyData, PyData Seattle, JupyterCon, PyCon US, PyCon India, PyConfHyderabad, and many others. (At the moment, assisting the EuroPython 2024 Proposal Mentorship program.
Kalyan is also contributing to various open-source communities. He enjoys being involved with these communities and helping them grow. Currently I am associated with the following organizations below:
NUMFOCUS - Small Development Grants Review Committee
PyCon India – Conference Co-chair
PyConf Hyderabad – Conference Co-chair
Kaggle X Bipoc Mentorship - Mentor
PyData Global Impact Mentoring Program - Mentor
Hyderabad Python Users Group – Core Member/ Meetups Organizer
Humans for AI – Program Manager for AI learning Community