Bot4Stock.AI - Team 2

Inspiration

Looking to improve people's confidence in investing. People are intimidated by the stock market and terminology sometimes confuse them.

What it does

• Allows you to check stock price- where it last closed
• check how much shares for a company would cost at your selected period of time
• Scrape the latest news about selected stock tickers
• QnA conversational chatbot ## How we built it This compact application acts as an online financial toolkit designed and engineered using Python and Streamlit. This provides insight on stock finance on a multitude of ways, with the use of yFinance to retrieve financial data.

Firstly, it can visualise historical stock performances using Plotly Graphs and Pandas Dataframes over a user-inputted timeframe through the "Visualiser" page.

Secondly, it can provide the estimated share price of a stock, providing the value of your stock shares through the "Converter" page.

Finally, it can provide financial insight about your chosen stock through the use of a Chatbot powered by OpenAI. In addition, through the use of a web scraper using SerpAPI, the program can return relevant articles talking about the stock. This is in the "Advisor" page

Challenges we ran into

• intelOne API !!!!!!
• crashes with libraries and laptop chipsets
• Web scraping google
• not knowing how to code

Accomplishments that we're proud of

• creating chatbot and modular webScraper
• learnt how to use figma

What we learned

• using and learning about streamlit ## What's next for Bot4Stock.AI
• Integrate a semantic search knowledge base trained on educational books -use react front end and better deisgn

Built With

• beautiful-soup
• chromadb
• huggingface-hub
• langchain
• openapi
• pandas
• plotly
• python
• serpapi
• streamlit
• tiktoken
• yfinance