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.
Related jobs
Jobs that call for the skills explored in this talk.
Wilken GmbH
Ulm, Germany
Senior
Kubernetes
AI Frameworks
+3
Matching moments
04:57 MIN
Increasing the value of talk recordings post-event
Cat Herding with Lions and Tigers - Christian Heilmann
03:17 MIN
Selecting strategic partners and essential event tools
Cat Herding with Lions and Tigers - Christian Heilmann
04:49 MIN
Using content channels to build an event community
Cat Herding with Lions and Tigers - Christian Heilmann
03:15 MIN
The future of recruiting beyond talent acquisition
What 2025 Taught Us: A Year-End Special with Hung Lee
03:28 MIN
Why corporate AI adoption lags behind the hype
What 2025 Taught Us: A Year-End Special with Hung Lee
02:44 MIN
Rapid-fire thoughts on the future of work
What 2025 Taught Us: A Year-End Special with Hung Lee
04:27 MIN
Moving beyond headcount to solve business problems
What 2025 Taught Us: A Year-End Special with Hung Lee
03:13 MIN
How AI can create more human moments in HR
The Future of HR Lies in AND – Not in OR
Featured Partners
Related Videos
58:06From Syntax to Singularity: AI’s Impact on Developer Roles
Anna Fritsch-Weninger
1:09:49Inside the AI Revolution: How Microsoft is Empowering the World to Achieve More
Simi Olabisi
30:59Raise your voice!
Lee Boonstra
26:12AI in Africa: How can we bounce back?
Ayoub Alouane
53:46WeAreDevelopers LIVE – AI vs the Web & AI in Browsers
Chris Heilmann, Daniel Cranney & Raymond Camden
57:52Develop AI-powered Applications with OpenAI Embeddings and Azure Search
Rainer Stropek
35:16How AI Models Get Smarter
Ankit Patel
48:27Integrate your Cognitive Assistant with 3rd-party DBs and software
Felix Augenstein
Related Articles
View all articles
From learning to earning
Jobs that call for the skills explored in this talk.
APRIORI - business solutions AG
Azure
React
Python
Machine Learning
Capitole
Barcelona, Spain
Remote
C++
Python
PyTorch
TensorFlow
+3
Client Server
Charing Cross, United Kingdom
Remote
£120-140K
API
Java
Fluid
+2
Capitole
Pamplona, Spain
Remote
C++
Python
PyTorch
TensorFlow
+3
Openai Global Partner
Charing Cross, United Kingdom
£80-140K
Senior
API
Azure
Python
JavaScript
+4
Capitole
Santa Cruz de Tenerife, Spain
Remote
C++
Python
PyTorch
TensorFlow
+3