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Build Machine Learning Models with ChatGPT4 / Plus

YFIN BOT : LLM App to Get Data from Yahoo Finance. Extract. Export. Analyze 

𝗬𝗙𝗜𝗡 𝗯𝗼𝘁.

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Developed using Gen AI technologies. To pull equity market data from Yahoo Finance. The bot will fetch Balance Sheet, P&L, Cash Flow Statement & Quarterly Income Statement. All line items and for the past couple of years as published on Yahoo Finance. And also the Adjusted Closing Price data for a given time range. Also the Market Capitalization, Free Float and Total Outstanding Shares.

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Can take multiple symbols too. Recommend providing the Yahoo Finance symbol for better results.

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The live bot demonstrates data transfers via FastAPI server, building data pipelines for LLM apps / custom GPTs, as well as LLM app deployment within and outside GPT store.

AI Chatbot for extracting data from Yahoo Finance. Uses custom FastAPI server. Built with Flowise AI.

Refer to blog post for more details on bot functionalities and how it was built: 

LIVE : LLM App to get financials. Custom FastAPI server. Web deployment

Rapid Deploy Chatbot Prototypes

Botsonic simple prototype. Example of No-code AI Chatbot Builder usage.
Flowise AI simple prototype. Example of No-code AI Chatbot Builder usage.
Botpress simple prototype. Example of No-code AI Chatbot Builder usage.

Breakthrough developement : LlamaParse from LlamaIndex

Convert complex PDF's to Markdown and TXT
Extract Tables. Analyze with ChatGPT/LLM's. Utilize for RAG Applications. Copy to Excel

Check out Gen AI Support Tools section below for a custom tool where you can upload a PDF file and get a TXT file back. 

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Refer blog post for more information on functionalities and how it was built

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LlamaParse complex PDF / 10K / Annual Reports. Analyze with Excel. Push into RAG Pipline

Gen AI Support Tools : Text and Video Files to feed LLM Apps

Convert PDF to TXT with Llama Parser | Convert YouTube Video to MP4 | Extract  YouTube Transcript

Bot on its way ... 

Mutual Fund Portfolio Analyzer. A Custom GPT that processes and analyses multiple excel files of Monthly Portfolio Disclosures. GPT Power Tools with custom python code.
Custom GPT to retrieve financial data from Yahoo Finance. Uses API call via custom functions. Backend is a custom FastAPI server running a python code for extraction and data processing. Built with Flowise AI, a no-code AI LLM application development platform

GPTs on GPT Store

Articles and Videos on leveraging Gen AI for Data Science and Analytics

ChatBot Prototypes for Countermeasure Testing


Prompt injection attack to expose system instructions. Based on OpenAI API / ChatGPT at backend. 

JavaScript Build. Low Security

Type: Custom Build

Platform: Native JavaScript. API calls via Curl

Security Setting: Low Security

File Upload: No

GPT on GPT Store: No Security

Type: GPT

Platform: GPT

Security Setting: No Security

File Upload: Yes

3rd Party Bot Providers

Available on Request

Type : Platform Build

Platform : Multiple

Security Setting : Multiple

File Upload : File + URL

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