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Government Resolutions, Government of Maharashtra

This repository contains government resolutions issued by the Government of Maharashtra for the last five years, there are two files for each resolution 1) original marathi (txt file) and 2) english translation of that resolution (txt file). The original government resolutions can be found at https://gr.maharashtra.gov.in/1145/Government-Resolutions.

The English translation is obtained by processing each the pdf file of each Government Resolution through a pipeline where the following operations are performed 1) Download the file using crawler 2) OCR to handle non-standard fonts 3) paragraph detection 4) table detection 5) translation to English. This pipeline is run in sepearate repositories check out orgpedia/mah* for each department.

Data Details

Num Department Name Start Date Last Date # Marathi Orders # Translated Orders Starting Order Last Order
1 Agriculture, Dairy Development, Animal Husbandry and Fisheries Department 16 Mar 2018 07 Oct 2024 4183 4183 201803161624182101.pdf mr en 202410081152336701.pdf mr en
2 Co-operation, Textiles and Marketing Department 19 Mar 2018 15 Oct 2024 2606 2606 201803191257576702.pdf mr en 202410151620024802.pdf mr en
3 Environment Department 02 Dec 2017 09 Oct 2024 583 583 201712041147216904.pdf mr en 202410101321363304.pdf mr en
4 Finance Department 14 Jan 2021 10 Oct 2024 721 721 202101141237329905.pdf mr en 202410101303279205.pdf mr en
5 Food, Civil Supplies and Consumer Protection Department 05 Feb 2018 15 Oct 2024 1090 1090 201802121244545806.pdf mr en 202410151345250006.pdf mr en
6 General Administration Department 16 Mar 2018 10 Oct 2024 4696 4696 201803161224022707.pdf mr en 202410102011269207.pdf mr en
7 Higher and Technical Education Department 12 Oct 2017 11 Oct 2024 2891 2891 201710121514029708.pdf mr en 202410111808209208.pdf mr en
8 Home Department 22 Oct 2008 10 Oct 2024 4272 4272 20081022.pdf mr en 202410101558269429.pdf mr en
9 Housing Department 16 Nov 2017 28 Mar 2024 352 352 201711161447076609.pdf mr en 202403281255554909.pdf mr en
10 Industries, Energy and Labour Department 15 Mar 2018 14 Oct 2024 2039 2039 201803151204055010.pdf mr en 202410141822049210.pdf mr en
11 Information Technology Department 20 Jan 2018 05 Mar 2024 111 111 201801201843024511.pdf mr en 202403051249430211.pdf mr en
12 Law and Judiciary Department 17 Mar 2018 11 Oct 2024 1981 1981 201803171129290212.pdf mr en 202410111601344712.pdf mr en
13 Marathi Language Department 22 Feb 2018 15 Oct 2024 355 355 201802031549154233.pdf mr en 202410151438500233.pdf mr en
14 Medical Education and Drugs Department 12 Mar 2018 09 Oct 2024 1342 1342 201803121137094813.pdf mr en 202410091805290913.pdf mr en
15 Minorities Development Department 09 Mar 2018 14 Oct 2024 988 988 201803091218355314.pdf mr en 202410141649348214.pdf mr en
16 Other Backward Bahujan Welfare Department 07 Mar 2022 11 Oct 2024 1105 1105 202203081752439334.pdf mr en 202410111714308834.pdf mr en
17 Parliamentary Affairs Department 12 Oct 2017 27 Feb 2024 106 106 201710031642378615.pdf mr en 202402271500283915.pdf mr en
18 Persons with Disabilities Welfare Department 04 Jan 2023 10 Oct 2024 85 85 202301041906309635.pdf mr en 202410101258467935.pdf mr en
19 Planning Department 09 Mar 2018 11 Oct 2024 1676 1676 201803091441032716.pdf mr en 202410111105259116.pdf mr en
20 Public Health Department 08 Feb 2018 15 Oct 2024 6047 6047 201801311722275417.pdf mr en 202410151022296017.pdf mr en
21 Public Works Department 05 Mar 2018 14 Oct 2024 3194 3194 201803051515468118.pdf mr en 202410141216182118.pdf mr en
22 Revenue and Forest Department 23 Mar 2021 09 Oct 2024 4460 4460 202103231328393119.pdf mr en 202410091909432119.pdf mr en
23 Rural Development Department 31 Mar 2021 11 Oct 2024 1823 1823 202103301021181120.pdf mr en 202410111521535520.pdf mr en
24 School Education and Sports Department 15 May 2018 10 Oct 2024 4144 4144 201805161114241221.pdf mr en 202410101742333421.pdf mr en
25 Skill Development and Entrepreneurship Department 17 Mar 2018 10 Oct 2024 1011 1011 201803171322099003.pdf mr en 202410102029303003.pdf mr en
26 Social Justice and Special Assistance Department 03 Dec 2019 18 Mar 2024 1520 1520 201912051107011622.pdf mr en 202403201527305922.pdf mr en
27 Soil and Water Conservation Department 16 Mar 2018 11 Oct 2024 2150 2150 201803161247582426.pdf mr en 202410111734169026.pdf mr en
28 Tourism and Cultural Affairs Department 14 Mar 2018 10 Oct 2024 1449 1449 201803131542054523.pdf mr en 202410101936509323.pdf mr en
29 Tribal Development Department 14 Mar 2018 09 Oct 2024 1991 1991 201803091105184924.pdf mr en 202410091830556224.pdf mr en
30 Urban Development Department 07 Mar 2018 07 Oct 2024 2827 2827 201803071203178325.pdf mr en 202410071542497325.pdf mr en
31 Water Resources Department 09 Mar 2018 15 Oct 2024 3009 3009 201803091034435527.pdf mr en 202410151557076327.pdf mr en
32 Water Supply and Sanitation Department 13 Mar 2018 15 Oct 2024 4182 4182 201803121414108428.pdf mr en 202410091556138928.pdf mr en
33 Women and Child Development Department 17 Mar 2018 11 Oct 2024 1375 1375 201803171539444330.pdf mr en 202410111658017230.pdf mr en

Total Orders: 70,364 and Total Translated Orders: 70,364

Accessing Data

The easist way to access the data is to clone the repository or download the data as a zip file (Click the green button '< > Code' at the top. All the files are arranged as per department and are in the GRs directory.

Please note that the repository even though it contains only txt file is about 1GB in size.

Running Chatbot

You can run a simple Q & A chatbot on this data using chat.py, a simple chat applications that has no external depedencies and requires you to run Qdrant vector database, have need to have curl on your machine and have an OpenAI API Key.

Start qdrant on your local machine

docker pull qdrant/qdrant
docker run -p 6333:6333 qdrant/qdrant

Provide Open AI API Key, this chat app uses two APIs embeddings and completions.

export OPENAI_API_KEY='XXX'

This will start the chat app on all the orders (GRs) that have 'library' keyword in their subject.

python chat.py GRs/Higher_and_Technical_Education_Department library

screenshot of running chat.py

  • You get clickable links in references if you run in iTerm2 *.

Thanks

Orgpedia would like to thank AI4Bharat for releasing IndicTrans2.

Thanks to its accuracy and performance Orgpedia was able to translate over 50,000 documents relatively quickly and at a fraction of the price of the online servicess.

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