๐๐ป๐๐ฟ๐ผ๐ฑ๐๐ฐ๐ถ๐ป๐ด ๐ฌ๐๐๐ก ๐๐ผ๐. Developed using Gen AI technologies. To pull equity market data from Yahoo Finance.
๐ฃ๐๐ฏ๐น๐ถ๐ฐ ๐๐ป๐๐ฒ๐ฟ๐ป๐ฒ๐ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป : YFIN Bot on Tigzig
๐๐๐ฉ๐ : ๐๐๐ ๐๐ฃ๐ฃ ๐๐ผ ๐ด๐ฒ๐ย ๐ณ๐ถ๐ป๐ฎ๐ป๐ฐ๐ถ๐ฎ๐น๐: ๐๐๐๐๐ผ๐บ ๐๐ฃ๐ ๐๐ป๐ฑ๐ฝ๐ผ๐ถ๐ป๐. ๐ช๐ฒ๐ฏ ๐๐ฒ๐ฝ๐น๐ผ๐๐บ๐ฒ๐ป๐. ๐๐ฃ๐ง ๐๐ฐ๐๐ถ๐ผ๐ป๐ [๐๐ผ๐ฑ๐ฒ๐ฑ ๐ฏ๐ ๐๐ต๐ฎ๐๐๐ฃ๐ง / ๐๐ฒ๐บ๐ถ๐ป๐ถ] Sam Altman, a few days back, said that AI will help coders become 30X programmers. I believe that is likely to be higher. For analysts, programmers, and data scientists.
In my previous videos and posts, I showed how to use ๐๐ฃ๐ง๐ฃ๐น๐๐ ๐๐ผ ๐ฟ๐๐ป ๐ ๐ฎ๐ฐ๐ต๐ถ๐ป๐ฒ ๐๐ฒ๐ฎ๐ฟ๐ป๐ถ๐ป๐ดย (https://rb.gy/o39bvm), Exploratory Data Analysis (https://rb.gy/0tc7xm), ๐๐น๐ฎ๐บ๐ฎ๐ฃ๐ฎ๐ฟ๐๐ฒ ๐ฐ๐ผ๐บ๐ฝ๐น๐ฒ๐ ๐ฃ๐๐๐ to analyze 10K / Annual Reportsย (live tool deployed at ๐๐๐๐๐://๐ ๐ ๐ .๐๐๐๐ฃ๐๐.๐๐๐/), analyze change in Mutual Fund Portfolio Allocations / import, clean and merge multiple excels
๐ผ๐ก๐ก ๐๐ฅ๐ฅ๐จ, ๐๐ฃ๐๐ก๐ช๐๐๐ฃ๐ ๐ฉ๐๐๐จ ๐ค๐ฃ๐, ๐๐ช๐ก๐ก๐ฎ ๐๐ค๐๐๐ ๐๐ฎ ๐พ๐๐๐ฉ๐๐๐ / ๐๐๐ข๐๐ฃ๐
๐๐๐ฟ๐ฟ๐ฒ๐ป๐ ๐จ๐๐ฒ ๐๐ฎ๐๐ฒ: To pull balance sheet, income statement, cash flows for listed equities. For industry level analysis of specific line items for groups of stocks depending upon analysis. Line items and stock group varying depending upon analysis. ๐๐ป๐๐ฟ๐ผ๐ฑ๐๐ฐ๐ถ๐ป๐ด ๐ฌ๐๐๐ก ๐๐ผ๐. Developed using Gen AI technologies. To pull equity market data from Yahoo Finance. The bot will fetch ๐๐ฎ๐น๐ฎ๐ป๐ฐ๐ฒ ๐ฆ๐ต๐ฒ๐ฒ๐, ๐ฃ&๐, ๐๐ฎ๐๐ต ๐๐น๐ผ๐ ๐ฆ๐๐ฎ๐๐ฒ๐บ๐ฒ๐ป๐ & ๐ค๐๐ฎ๐ฟ๐๐ฒ๐ฟ๐น๐ ๐๐ป๐ฐ๐ผ๐บ๐ฒ ๐ฆ๐๐ฎ๐๐ฒ๐บ๐ฒ๐ป๐. ๐๐น๐น ๐น๐ถ๐ป๐ฒ ๐ถ๐๐ฒ๐บ๐ย and for the ๐ฝ๐ฎ๐๐ ๐ฐ๐ผ๐๐ฝ๐น๐ฒ ๐ผ๐ณ ๐๐ฒ๐ฎ๐ฟ๐ as published on Yahoo Finance. And also the Adjusted ๐๐น๐ผ๐๐ถ๐ป๐ด ๐ฃ๐ฟ๐ถ๐ฐ๐ฒ ๐ฑ๐ฎ๐๐ฎ ๐ณ๐ผ๐ฟ ๐ฎ ๐ด๐ถ๐๐ฒ๐ป ๐๐ถ๐บ๐ฒ ๐ฟ๐ฎ๐ป๐ด๐ฒ. Can take multiple symbols too ย
๐ฃ๐๐ฏ๐น๐ถ๐ฐ ๐๐ป๐๐ฒ๐ฟ๐ป๐ฒ๐ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป : YFIN Bot on Tigzig Feel free to try out. Has rate limits. For build specs, see below. ย
๐๐น๐๐ผ ๐ฎ๐๐ฎ๐ถ๐น๐ฎ๐ฏ๐น๐ฒ ๐ฎ๐ ๐๐ฃ๐ง ๐ผ๐ป ๐๐ฃ๐ง ๐ฆ๐๐ผ๐ฟ๐ฒ : ๐ต๐๐๐ฝ๐://๐ฟ๐ฏ.๐ด๐/๐ณ๐๐ด๐น๐ธ๐ธ Uses custom actions to call custom built API endpoint running a python script. ย
๐๐๐ถ๐น๐ฑ ๐ฆ๐ฝ๐ฒ๐ฐ๐.ย ๐๐ฆ๐ฆ ๐ค๐ฐ๐ฎ๐ฎ๐ฆ๐ฏ๐ต ๐ด๐ฆ๐ค๐ต๐ช๐ฐ๐ฏ ๐ฐ๐ฏ ๐ฉ๐ฐ๐ธ ๐ต๐ฉ๐ฆ ๐ต๐ฐ๐ฐ๐ญ ๐ธ๐ข๐ด ๐ฃ๐ถ๐ช๐ญ๐ต
๐๐ญ๐ข๐ต๐ง๐ฐ๐ณ๐ฎ: FlowWiseย
Coding by : ChatGPT/ Gemini
๐๐ฐ๐ฎ๐ฑ๐ฐ๐ฏ๐ฆ๐ฏ๐ต๐ด: Langchain with Function Agent, Custom Tool, Chat Model ๐๐๐: Custom built FastAPI server. Running python script. Called from YFIN Bot as well as from Custom GPT.
๐๐ค๐ณ๐ช๐ฑ๐ต : Python. Uses yfinance package, wrapped in a FastAPI wrapper
๐๐๐: OpenAI GPT-3.5 -Turbo -0125
๐๐ฆ๐ฑ๐ญ๐ฐ๐บ๐ฎ๐ฆ๐ฏ๐ต: Render Cloud
๐๐ฐ๐ด๐ต๐ช๐ฏ๐จ : Wix. Embed.
๐๐ผ๐ ๐๐ผ ๐ฏ๐๐ถ๐น๐ฑ:
This tool was built on Flowise AI: an incredibly powerful and easy to use platform. GUI-based low-code/no-code platform for building out Gen AI Apps rapidly. It's built on Langchain framework and supports LlamaIndex too. Custom JavaScript, API end point deployment, multiple LLM's, RAG toolkit, API Chains, Doc loaders and more. Lovely to work with.
And for those keen to get up to speed quickly, the video tutorials from Leon van Zyl on YouTube are out of this world. (https://rb.gy/xq1ic8). Includes live deployments.
For Python / FastAPI coding : ChatGPT 3.5
For JSON schema for custom actions : OpenAI's own custom GPT called 'Action GPT' and another GPT called ' GPT Action Builder'