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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 06 Sep 2024 4096 4096 201803161624182101.pdf mr en 202409061159389001.pdf mr en
2 Co-operation, Textiles and Marketing Department 19 Mar 2018 05 Sep 2024 2487 2487 201803191257576702.pdf mr en 202409051528304102.pdf mr en
3 Environment Department 02 Dec 2017 28 Aug 2024 569 569 201712041147216904.pdf mr en 202408291638051004.pdf mr en
4 Finance Department 14 Jan 2021 06 Sep 2024 704 704 202101141237329905.pdf mr en 202409061536277305.pdf mr en
5 Food, Civil Supplies and Consumer Protection Department 05 Feb 2018 04 Sep 2024 1042 1042 201802121244545806.pdf mr en 202409041809571706.pdf mr en
6 General Administration Department 16 Mar 2018 06 Sep 2024 4578 4578 201803161224022707.pdf mr en 202409061722572907.pdf mr en
7 Higher and Technical Education Department 12 Oct 2017 06 Sep 2024 2712 2712 201710121514029708.pdf mr en 202409061043263808.pdf mr en
8 Home Department 22 Oct 2008 06 Sep 2024 4108 4108 20081022.pdf mr en 202409061934311129.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 06 Sep 2024 1968 1968 201803151204055010.pdf mr en 202409061600431610.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 06 Sep 2024 1873 1873 201803171129290212.pdf mr en 202409061555562912.pdf mr en
13 Marathi Language Department 22 Feb 2018 05 Sep 2024 344 344 201802031549154233.pdf mr en 202409051235119033.pdf mr en
14 Medical Education and Drugs Department 12 Mar 2018 05 Sep 2024 1238 1238 201803121137094813.pdf mr en 202409051827409813.pdf mr en
15 Minorities Development Department 09 Mar 2018 06 Sep 2024 963 963 201803091218355314.pdf mr en 202409061545541714.pdf mr en
16 Other Backward Bahujan Welfare Department 07 Mar 2022 03 Sep 2024 938 938 202203081752439334.pdf mr en 202409051334013034.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 21 Aug 2024 77 77 202301041906309635.pdf mr en 202408211521024435.pdf mr en
19 Planning Department 09 Mar 2018 06 Sep 2024 1620 1620 201803091441032716.pdf mr en 202409061651572016.pdf mr en
20 Public Health Department 08 Feb 2018 06 Sep 2024 5873 5873 201801311722275417.pdf mr en 202409051057011717.pdf mr en
21 Public Works Department 05 Mar 2018 06 Sep 2024 3107 3107 201803051515468118.pdf mr en 202409061636067518.pdf mr en
22 Revenue and Forest Department 23 Mar 2021 06 Sep 2024 3975 3975 202103231328393119.pdf mr en 202409061711488719.pdf mr en
23 Rural Development Department 31 Mar 2021 05 Sep 2024 1680 1680 202103301021181120.pdf mr en 202409041044414920.pdf mr en
24 School Education and Sports Department 15 May 2018 06 Sep 2024 3932 3932 201805161114241221.pdf mr en 202409061142338221.pdf mr en
25 Skill Development and Entrepreneurship Department 17 Mar 2018 06 Sep 2024 952 952 201803171322099003.pdf mr en 202409061240079703.pdf mr en
26 Social Justice and Special Assistance Department 03 Dec 2019 06 Sep 2024 1384 1384 201912051107011622.pdf mr en 202409061447214222.pdf mr en
27 Soil and Water Conservation Department 16 Mar 2018 03 Sep 2024 2055 2055 201803161247582426.pdf mr en 202409031156170726.pdf mr en
28 Tourism and Cultural Affairs Department 14 Mar 2018 05 Sep 2024 1362 1362 201803131542054523.pdf mr en 202409051753174323.pdf mr en
29 Tribal Development Department 14 Mar 2018 06 Sep 2024 1950 1950 201803091105184924.pdf mr en 202408281736150924.pdf mr en
30 Urban Development Department 07 Mar 2018 05 Sep 2024 2678 2678 201803071203178325.pdf mr en 202409051239059225.pdf mr en
31 Water Resources Department 09 Mar 2018 05 Sep 2024 2837 2837 201803091034435527.pdf mr en 202409061316564727.pdf mr en
32 Water Supply and Sanitation Department 13 Mar 2018 05 Sep 2024 3733 3733 201803121414108428.pdf mr en 202409051132209028.pdf mr en
33 Women and Child Development Department 17 Mar 2018 06 Sep 2024 1328 1328 201803171539444330.pdf mr en 202409051835559330.pdf mr en

Total Orders: 66,732 and Total Translated Orders: 66,732

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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