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How to build high-performing trading strategies with AI
In this article, we will explore Retrieval-Augmented Generation (RAG), a powerful AI technique that combines database retrieval with large language models (LLMs) to enhance AI-generated responses. We will walk through a basic implementation using LangChain, OpenAI’s GPT, and a PostgreSQL/SQLite database for a trading application.
Bryan Downing
May 29, 20254 min read


Python Quant Trading MCP Server: Simple Commands to AI Context
Minimalism in software development, particularly when leveraging the versatility of Python and its rich standard library, offers a powerful avenue for learning, rapid prototyping, and building specialized tools.
Bryan Downing
May 28, 202515 min read


Fortifies Python Arsenal with Four New Advanced A.I.Trading Scripts
QuantLabs, a prominent name in providing resources and tools for quantitative traders and developers, has recently augmented its public collection of open-source tools with four sophisticated Python A.I. trading scripts.
Bryan Downing
May 27, 202510 min read
config.py
High-Frequency Trading strategies represents a sophisticated and often complex segment of algorithmic trading, characterized by the rapid execution of a large volume of orders. At its core
Bryan Downing
May 24, 20258 min read


AI Coding Revolution: How New LLMs Are Generating Institutional-Grade Quant Finance Tools
The announcement, centered around the power of newly released Large Language Models (LLMs), showcases the rapidly evolving capabilities of AI coding in generating complex, high-performance C++ code for institutional-level trading strategies.
Bryan Downing
May 23, 20259 min read


Navigating the Quantitative Landscape: Deep Analysis vs. Technical Implementation – An Exploration
Is the greater interest in consuming and understanding comprehensive market deep analysis, or in developing the technical prowess to construct these analyses through programming and quantitative techniques?
Bryan Downing
May 20, 20258 min read


Best platforms for high-frequency trading? Revolution in AI Driven Algorithmic Strategies
Algorithmic trading, once a niche domain, has become a dominant force, accounting for a significant portion of daily trading volume in major financial markets. What are the best platforms for high-frequency trading?
Bryan Downing
May 18, 20256 min read


Unveiling Groundbreaking Python 3 Scripts from the Quant Programming Elite Fileshare
A Fresh Wave of Innovation Hits the Desktops of Top Quant Programming, Promising Enhanced Alpha and Deeper Insights
Bryan Downing
May 16, 202510 min read


Unlock Your Algorithmic Trading Course Potential: Explore Quant Elite with a 7-Day Trial!
The financial markets are a complex, ever-shifting landscape. For traders seeking an edge, the allure of algorithmic trading course – using computer programs to execute trading strategies – has never been stronger. It promises discipline, speed, and the ability to analyze vast amounts of data far beyond human capacity.
Bryan Downing
May 16, 20256 min read


Transforming Market Data into AI driven Gold Trading Platform
On May 10th, Brian unveiled a fascinating, fully AI-driven process(e.g. for a potential gold trading platform) that takes raw market data, transforms it into insightful reports, synthesizes these into actionable strategies, and even generates the code for a live trading dashboard.
Bryan Downing
May 11, 202515 min read


C++ programming Bjarne Stroustrup with modern AI
C++ programming Bjarne Stroustrup with modern AIBjarne Stroustrup on Modern C++: Writing Better Code in the 21st Century
Bryan Downing
May 10, 20254 min read


Turning Financial Research into C++ HFT Code with AI Assistance
Large Language Models (LLMs), to transform dense academic research into the skeleton of a C++ HFT code (High-Frequency Trading) application.
Bryan Downing
May 3, 202512 min read


Demystifying the Rithmic API: A Developer's Guide to Overcoming Frustration
However, the reality of implementing the Rithmic API often falls short of its promise, primarily due to the significant challenges
Bryan Downing
Mar 6, 20255 min read


Giving Up on IBKR Algo Trading API Development: Frustrated Developer's Perspective
didn't mince words, calling the IBKR Algo Trading API a "piece of garbage" and questioning why IBKR continues to offer such a subpar product
Bryan Downing
Mar 5, 20252 min read


Sierra Chart Comprehensive Data Offerings
Sierra Chart has emerged as a leading solution. This article delves into the various data services offered by Sierra Chart, exploring its r
Bryan Downing
Mar 5, 20253 min read


Decoding Options Futures and Other Derivatives Platform Survey
This begs the question: what does this unanimous lack of enthusiasm signify? This helps which technology to use for Options Futures and Oth
Bryan Downing
Mar 5, 20255 min read


Comparison of MotiveWave, Sierra Chart, and TradingView: The Best Institutional Trading Platform
hree prominent contenders in this arena are MotiveWave, Sierra Chart, and TradingView, each offering a unique blend of features and catering
Bryan Downing
Feb 20, 20253 min read


The Ultimate Guide to Using Cellm for AI Excel Spreadsheet Generation
These tasks, while crucial, can be time-consuming and tedious. Cellm aims to use AI Excel spreadsheet generation usage by integrating the
Bryan Downing
Jan 24, 20254 min read


Dear ImGui and ImPlot: Powerful Tools for Real-Time Visualization and Tooling
Dear ImGui, a bloat-free graphical user interface library for C++, provides a simple yet effective way to create tools and debug interfaces.
Bryan Downing
Jan 21, 20254 min read


Is C Good for GUI Development? Exploring C++ GUI Libraries
The question of whether C is good for GUI development is complex.
Bryan Downing
Jan 21, 20254 min read
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