How To Improve Your Trading Strategies With AI, Build An AI Financial Analyst Using AI and More AI Use Cases
5 Top AI Use Cases of The Week
๐ Hello and welcome back to the newest edition of Creatorsโ AI. A new set of amazing AI use cases today. Are you interested in improving your trading strategies? Weโve got some unique techniques that you can implement in your day-to-day trading activities and a lot more!
So please grab a cup of coffee โ, sit back, and let's explore the exciting world of AI!
This issue covers the following:
How To Build An AI Financial Analyst Using Langchain, OpenAI Function Calling, and Streamlit ๐
How To Build Trading Strategies With ChatGPT and AI Agents
How I use AI to categorize my emails ๐
How To Build A Multi-Document Reader and Chatbot With LangChain and ChatGPT ๐ฅ
How I Built a Voice Assistant App in 60 Minutes ๐
How To Build An AI Financial Analyst Using Langchain, OpenAI Function Calling, and Streamlit ๐
Unveiling the process of constructing a GPT-3 powered financial analyst capable of generating investment advice. With the power of AI and a bit of your own creativity, you can have an expert in finances right by your side.
In the initial version of the AI agent, Langchain serves as a foundation, equipped with internet search capabilities and mathematical computation abilities. An example provided sets the agent in motion by posing the question of analyzing Apple stock and crafting investment recommendations..
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How To Build Trading Strategies With ChatGPT and AI Agents
By leveraging the power of ChatGPT-3, a groundbreaking automated trading system was developed in collaboration with SmartBots. Seeking to amplify their capabilities, the team embraced the revolutionary concept of AIAgents, an AI that outshines its predecessor, ChatGPT-4, by a staggering tenfold.
With the goal of refining their trading strategies, the team turned to AI agents for market research, specifically targeting counter-trend approaches. Presented with three options, they ultimately opted for the Pivot Point Strategyโan innovative method that identifies potential reversal points based on pivot levels, enabling them to take positions against prevailing trends.
The process consists of giving suitable prompts to ChatGPT, which them generates the trading strategy which is further tested in real time. After the API connections and utilizing AI agents, you can generate amazing trading ideas
How To Categorize Your Emails With AI ๐
In his quest to declutter his digital life, our protagonist embarked on a mission to tame the unruly chaos of his inbox. Manual email categorization seemed like the solution, as he diligently created filters and labels for each unfamiliar message, hoping to achieve inbox serenity with just a handful of categories.
The approach served its purpose, allowing him to swiftly locate important emails or defer reading them for later. Yearning for scalability and efficiency, our hero turned to the power of AI. Armed with OpenAI, Google App Script, and Vercel, he devised a revolutionary productivity hack. A script, akin to a midnight ritual, would analyze every inbox email, extracting sender information and subject lines, and pass them to a custom REST endpoint. This endpoint, in turn, harnessed the prowess of OpenAI to determine each email's category. Take a look at the example in the image below.
How To Build A Multi-Document Reader and Chatbot With LangChain and ChatGPT๐ฅ
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