metadata

title: Get10KInsights
emoji: 😻
colorFrom: yellow
colorTo: indigo
sdk: gradio
sdk_version: 4.29.0
app_file: app.py
pinned: false
license: mit

Get10KInsights is a web-based interface to get insights about a company from its 10K filing reports, the retrival is done with Kay.ai API and Athropic Claude 3 API through Langchain.

Tech Stack

Built using Gradio.
Deployed on HuggingFace Spaces

Context Retrivers

Kay AI
Anthropic Claude 3

Useage

Method 1: HuggingFace Spaces Interface

The App is hosted on HuggingFace Spaces.

To get insights about a particular company.
Enter Company Name or Ticker in the Input Text-Box
Few Examples are stored in the example section of the page.
Click on the Ticker to view the example insights

Method 2: API Endpoints

In Order to get the insights using API endpoints, there is some setup which needs to be done.

Install the gradio client.

$ pip install gradio_client

api_name: /predict

from gradio_client import Client

client = Client("prathameshdalal/Get10KInsights")
result = client.predict(
        company_name="APPL",
        api_name="/predict"
)
print(result)

Accepts 1 parameter:

`company_name` str Required

The input value that is provided in the "Company Name or Ticker" Textbox component.

Returns 3 elements

[0] str "Company's financial performance over the past years"

[1] str "Company's earnings per share (EPS), return on equity (ROE), and debt-to-equity ratio For past few years"

[2] str "Main risks identified in 10-K filing"

Response Time

Average Response time to retrive the insights is around 40s.

Useage & Rate-Limit

Currently the Anthropic Claude 3 is hosted on a Free Tier with $5 Credit with a rate-limit of 5 Requests/per minute.