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	24 May 2024	3919	3919	201803161624182101.pdf mr en	202405241701330301.pdf mr en
2	Co-operation, Textiles and Marketing Department	19 Mar 2018	17 May 2024	2425	2425	201803191257576702.pdf mr en	202405171804365702.pdf mr en
3	Environment Department	02 Dec 2017	30 Apr 2024	496	496	201712041147216904.pdf mr en	202404301506039004.pdf mr en
4	Finance Department	14 Jan 2021	24 May 2024	675	675	202101141237329905.pdf mr en	202405241557488505.pdf mr en
5	Food, Civil Supplies and Consumer Protection Department	05 Feb 2018	22 May 2024	998	998	201802121244545806.pdf mr en	202405221138134206.pdf mr en
6	General Administration Department	16 Mar 2018	24 May 2024	4326	4326	201803161224022707.pdf mr en	202405241612460007.pdf mr en
7	Higher and Technical Education Department	12 Oct 2017	24 May 2024	2475	2475	201710121514029708.pdf mr en	202405241816570508.pdf mr en
8	Home Department	22 Oct 2008	21 May 2024	3884	3884	20081022.pdf mr en	202405211433310729.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	22 May 2024	1884	1884	201803151204055010.pdf mr en	202405221628365110.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	16 May 2024	1774	1774	201803171129290212.pdf mr en	202405161704306512.pdf mr en
13	Marathi Language Department	22 Feb 2018	19 Apr 2024	321	321	201802031549154233.pdf mr en	202404191657323233.pdf mr en
14	Medical Education and Drugs Department	12 Mar 2018	08 May 2024	1091	1091	201803121137094813.pdf mr en	202405081814082713.pdf mr en
15	Minorities Development Department	09 Mar 2018	22 May 2024	935	935	201803091218355314.pdf mr en	202405221153537814.pdf mr en
16	Other Backward Bahujan Welfare Department	07 Mar 2022	17 May 2024	820	820	202203081752439334.pdf mr en	202405171531335734.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	07 May 2024	64	64	202301041906309635.pdf mr en	202405071203223435.pdf mr en
19	Planning Department	09 Mar 2018	16 May 2024	1514	1514	201803091441032716.pdf mr en	202405161508410916.pdf mr en
20	Public Health Department	08 Feb 2018	24 May 2024	5606	5606	201801311722275417.pdf mr en	202405161132447217.pdf mr en
21	Public Works Department	05 Mar 2018	14 May 2024	3003	3003	201803051515468118.pdf mr en	202405141150287618.pdf mr en
22	Revenue and Forest Department	23 Mar 2021	17 May 2024	3580	3580	202103231328393119.pdf mr en	202405171505545419.pdf mr en
23	Rural Development Department	31 Mar 2021	21 May 2024	1400	1400	202103301021181120.pdf mr en	202405211739122920.pdf mr en
24	School Education and Sports Department	15 May 2018	24 May 2024	3754	3754	201805161114241221.pdf mr en	202405241713198121.pdf mr en
25	Skill Development and Entrepreneurship Department	17 Mar 2018	15 May 2024	922	922	201803171322099003.pdf mr en	202405151443501703.pdf mr en
26	Social Justice and Special Assistance Department	03 Dec 2019	15 May 2024	1306	1306	201912051107011622.pdf mr en	202405151718162022.pdf mr en
27	Soil and Water Conservation Department	16 Mar 2018	17 May 2024	2017	2017	201803161247582426.pdf mr en	202405171558552326.pdf mr en
28	Tourism and Cultural Affairs Department	14 Mar 2018	26 Apr 2024	1250	1250	201803131542054523.pdf mr en	202404261151377023.pdf mr en
29	Tribal Development Department	14 Mar 2018	16 May 2024	1838	1838	201803091105184924.pdf mr en	202405161130319924.pdf mr en
30	Urban Development Department	07 Mar 2018	16 May 2024	2418	2418	201803071203178325.pdf mr en	202405161439338325.pdf mr en
31	Water Resources Department	09 Mar 2018	16 May 2024	2721	2721	201803091034435527.pdf mr en	202405161725015727.pdf mr en
32	Water Supply and Sanitation Department	13 Mar 2018	22 May 2024	3416	3416	201803121414108428.pdf mr en	202405221114188928.pdf mr en
33	Women and Child Development Department	17 Mar 2018	22 May 2024	1266	1266	201803171539444330.pdf mr en	202405221731274530.pdf mr en

---

Total Orders: 62,667 and Total Translated Orders: 62,667

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

• 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.