Akmal Chaudhri
OpenAI for FinTech: Building a Stock Market Advisor Chatbot
#1about 6 minutes
Introduction to building a FinTech AI chatbot
An overview of the tools and agenda for creating a stock market advisor using OpenAI, LangChain, and a vector database.
#2about 7 minutes
Exploring the features of the SingleStore DB platform
A look at SingleStore's distributed architecture, universal storage for OLTP and OLAP, and multi-model capabilities including vector support.
#3about 5 minutes
Applying AI and database technology in FinTech
Discussion of key FinTech use cases like real-time risk analytics and the specific tools used in the demo, including FinBERT and Hugging Face.
#4about 10 minutes
Setting up the database and a real-time data pipeline
A walkthrough of creating a workspace in the SingleStore cloud, defining tables for stock data, and setting up a Kafka pipeline to stream data.
#5about 9 minutes
Querying stock data with natural language using LangChain
Demonstrates how to use LangChain's SQL agent to ask complex questions about stock and sentiment data in plain English.
#6about 9 minutes
Building a voice-activated chatbot with OpenAI Whisper
A live demo of a Python application that uses a local OpenAI Whisper model for speech-to-text to enable voice-based database queries.
#7about 10 minutes
Exploring the future of AI in FinTech
A Q&A session covering the speaker's role, the future of AI, practical applications, and tips for developers entering the AI and FinTech space.
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Matching moments
02:59 MIN
Developing an in-house AI-powered financial advisor
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06:50 MIN
Showcasing real-time AI application examples
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02:20 MIN
Using AI for a conversational developer experience
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02:40 MIN
Lightning round on future skills and AI trends
The AI-Ready Stack: Rethinking the Engineering Org of the Future
20:14 MIN
Demonstrating an AI-powered cash collection application
Intelligent Automation using Machine Learning
03:51 MIN
The diverse ways AI assists developers today
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03:10 MIN
A rapid-fire look at AI tools and buzzwords
Rethinking Customer Experience in the Age of AI
16:49 MIN
Q&A on AI adoption, tools, and challenges
Navigating the AI Wave in DevOps
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