Reflex

Build an AI Personal Finance Agent in just a few lines of Python Code (step-by-step instructions):

1. Check out the Finance Agent we're building!

This Agent finds all the relevant info about a particular stock and provides:

- Executive Summary
- Stock Performance
- Analyst Insights
- Market Context and News &amp;
- Risk Assessment

Built entirely in Python using @getreflex 

2. Let’s define the backend state!

The State class handles chat sessions, processing status, and a stock watchlist.

_create_agent method initializes the Finance Agent using Agno, Gemini 2.0 Flash (exp) and YFinance, providing real-time stock data and market trends. 

3. Now let's create the process_question method.

This function handles financial queries asynchronously, updating the chat state in real-time. It streams responses using Gemini 2.0 Flash (exp).

We also define methods to add and remove stocks from the watchlist. 

4. Now let's work on the frontend.

Define the sidebar!

The sidebar component serves as the control center, displaying the watchlist and enabling stock analysis. 

It includes a dynamic watchlist with options to analyze or remove stocks. 

5. Let’s define the action bar, chat, and message components. 

The action bar handles user queries with an input field, submit button, and processing feedback. 

The chat and message components display Q&amp;A exchanges, creating an interactive and dynamic conversation interface. 

6. Finally, building the Main Interface

We now bring everything together! The index function ties the sidebar, chat interface, and action bar into the main UI. 

Check out the Code here:

https://github.com/reflex-dev/reflex-llm-examples

OpenAI released Deep Research, which is closed-source! 

We have built Open Source version of it. Introducing OpenDeepResearcher!

Just provide a topic, the AI Agent will do the extensive research for you and returns a comprehensive report.

100% Open Source 

We built this on top of the notebook shared by @mattshumer_

Find the code here: https://github.com/reflex-dev/reflex-llm-examples