We used GPT-4 and BabyDeerAGI to generate stock recommendations
A deep dive into the technology, methodology, and results.
We generated our latest set of stock recommendations on July 7th, 2023 at 5:15 PM EST.
"Based on my analysis, here are the estimated potential returns on investment for the 3 undervalued stocks in 6 months:
Apple Inc. (AAPL): Apple is a strong player in the technology sector with a robust product portfolio and a loyal customer base. Considering its recent performance and the expected launch of new products, the stock could potentially yield a return of around 15-20% in the next 6 months.
Microsoft Corporation (MSFT): Microsoft's cloud services and software products continue to drive its growth. With the increasing demand for cloud services and digital transformation, Microsoft's stock could potentially yield a return of around 20-25% in the next 6 months.
NVIDIA Corporation (NVDA): NVIDIA is a leader in the graphics processing unit (GPU) market, which is seeing high demand due to the growth in gaming, data centers, and AI. Considering its market position and growth prospects, NVIDIA's stock could potentially yield a return of around 25-30% in the next 6 months."
In this essay, we will describe the technology, methodology, and results.
BabyAGI and BabyDeerAGI:
BabyAGI is an open-source Task-driven Autonomous Agent. AGI stands for Artificial General Intelligence.
It is an easy-to-use Python script that helps automate brainstorming and task management. Given a specific goal (objective) and a starting point (initial task), it generates creative ideas, organizes them into tasks, and prioritizes those tasks to guide you toward achieving your goal. It was developed and launched by AI researcher Yohei Nakajima.
Yohei Nakajima proposed a novel task-driven autonomous agent that leverages OpenAI’s GPT-4 language model, Pinecone vector search, and the LangChain framework to perform a wide range of tasks across diverse domains. The system is capable of completing tasks, generating new tasks based on completed results, and prioritizing tasks in real time.
Since releasing BabyAGI, Nakajima has released a series of mods like BabyDeerAGI released on June 7th, 2023.
Do, a deer, a female deer 🎶
— Yohei (@yoheinakajima) June 7, 2023
Introducing BabyDeerAGI 👶🦌🤖
Newest mod of OG @babyagi_ at ~350 lines of code. Added:
🤹🏻♂️Parallel tasks (faster!)
👍 3.5-turbo only (GPT-4 not required)
💬User input tool
✍️Query rewrite in web search tool
📥Saves results
Repo URL below 👇 pic.twitter.com/Uyh9oAP4Ka
Nakajima's Tweet announcing the release of BabyDeerAGI.
BabyDeerAGI allows parallel tasks, so the entire process is much faster. It can also ask for user input and works with GPT-3.5 turbo.
We used the BabyDeerAGI mod and GPT-4 on BabyAGI-UI to generate the stock recommendations for the GPT Investor.
BabyAGI-UI is an open-source user interface for BabyAGI built by Yoshiki Miura.
To use BabyAGI-UI, you first need to create an OpenAI account, enter your credit card details and create a new "secret key". Here's the link to generate your secret key.