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Tools Developed During the GRM Residency

Introduction

The Government Residency Maker (GRM) program has been instrumental in developing innovative digital solutions to enhance citizen-government interactions. This article highlights the key tools developed during our residency, focusing on the Grievance Redress Management (GRM) system that aims to streamline the process of filing and resolving public grievances.

1. CPGRAMS Filing Application

URL: https://grm-app.vercel.app/

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# -*- coding: utf-8 -*-
# Copyright 2025 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software

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import os
from pathlib import Path
from typing import List, Literal, Tuple

from openai import OpenAI
from pydantic import BaseModel
from pypdf import PdfReader

client = OpenAI()

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Timeline of Events in The New York Times Company v. OpenAI and Microsoft

1851

• The New York Times was founded, establishing itself as a long-standing, reputable news organization. (Complaint, page 8)

December 2015

• OpenAI was formed as a non-profit artificial intelligence research company, marking the origins of the defendant company. (Complaint, page 16)

March 2019

• OpenAI created OpenAI LP, a for-profit company, transitioning into a commercial entity and setting the stage for alleged infringement. (Complaint, page 17)

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Company Overview

What is the history and background of Cosmix Wellness India Pvt Ltd?

Cosmix Wellness India Pvt Ltd is a brand that focuses on holistic wellness through natural, herbal solutions. Founded by Vibha Harish and Soorya Jagadish, the company was born out of Vibha's personal journey with PCOS and her search for sustainable and natural solutions. Cosmix follows a D2C model, selling their products primarily through their website, and has built a strong community of over 60,000 customers.

Their product range includes mixes that address issues like gut health, sexual health, and PCOS, and they have expanded to cater to problems that people often find difficult to discuss. Cosmix takes a holistic approach to wellness, recognizing the significance of long-term solutions over quick fixes. This ethos is reflected in their dedication to providing high-quality, natural products made with carefully sourced ingredients. Cosmix's association with Shopify dates back to Vibha's early days of thinking about

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import json
from reportlab.pdfgen import canvas
from reportlab.lib.pagesizes import letter

# Load the OCR results from the JSON file
with open('results.json') as f:
    ocr_results = json.load(f)

# Create a new PDF document
pdf_filename = 'output.pdf'

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from pdf2image import convert_from_path
from paddleocr import PaddleOCR
from reportlab.pdfgen import canvas
from PyPDF2 import PdfReader, PdfWriter
import io
import numpy as np
import cv2
from tqdm import tqdm

def process_page(page_num, pil_image, input_pdf_path):

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from llmsherpa.readers import LayoutPDFReader

llmsherpa_api_url = "https://readers.llmsherpa.com/api/document/developer/parseDocument?renderFormat=all"
pdf_url = "1.pdf"  # Replace with your actual PDF file path

def read_pdf(pdf_url):
    try:
        pdf_reader = LayoutPDFReader(llmsherpa_api_url)
        return pdf_reader.read_pdf(pdf_url)
    except Exception as e:

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containers: {
    web:{
        image:"widgetario/web:21.03"
         ports: publish : "80/http",
    }

    "products-api":{
        image:"widgetario/products-api:21.03"
        ports: "80",