pranaykotas

pranaykotas / parliamentwatch

Public

Track Indian Parliamentary Committee reports from sansad.in

parliamentcommittee.streamlit.app accountability government-data india parliament
18
6
100% credibility
Found Mar 28, 2026 at 18 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Python
AI Summary

ParliamentWatch is an open-source application that fetches, browses, searches, and generates AI summaries of Indian parliamentary standing committee reports from the official sansad.in website.

How It Works

1
🏛️ Discover ParliamentWatch

You find a free tool to track and understand Indian parliament committee reports and jump into the online demo right away.

2
💻 Set up on your computer

Download and launch the app on your own machine so your searches and notes stick around forever.

3
🔄 Gather reports

Click a button to pull in the latest lists of reports from all 16 committees – it takes just a minute.

4
📊 Explore the dashboard

See totals, recent updates, and colorful badges for report types across committees – everything feels organized and exciting.

5
🔍 Search and browse

Type keywords to find reports or pick a committee to sort through dates and categories effortlessly.

6
🤖 Unlock smart summaries

Link a free thinking service to turn huge PDF reports into simple, everyday language overviews.

✅ Stay ahead of parliament news

Export your favorites, set up daily alerts, and easily follow what committees are recommending – you're now informed and empowered.

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Star Growth

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AI-Generated Review

What is parliamentwatch?

ParliamentWatch is a Python Streamlit app and CLI that pulls committee reports from India's sansad.in site, letting you browse, search titles or full text, download PDFs, and generate AI summaries with bring-your-own-key providers like Ollama or Groq. It covers all 16 standing committees across Lok Sabhas, solving the hassle of scattered gov PDFs with no unified search or alerts—like a github track releases tool but for parliamentary docs, including historical data from 2004. Run the live demo instantly or locally for persistent caching.

Why is it gaining traction?

Zero setup for core tracking—fetch all committees in one click, filter by Lok Sabha or category, and export metadata/CSV without keys—while AI summaries use free local models. Daily GitHub Actions email alerts for new reports beat manual checks, and CLI commands like `python cli.py --search budget --committee finance` make it dev-friendly for scripting parliament watch waves or track-activity on policy shifts. Full-text search and batch ops stand out over raw sansad.in browsing.

Who should use this?

Policy researchers scanning demands for grants or bills in defence/finance committees; journalists tracking indian post office or railway reports via keywords; Indian devs building gov data dashboards who need quick sansad.in ingestion like track indian passport application status. Ideal for anyone monitoring DRSCs without browser fatigue.

Verdict

Solid niche tool for Indian parliament tracking—grab it if that's your beat, despite 18 stars and 1.0% credibility signaling early maturity. Excellent docs and MIT license make forking low-risk; add tests for production.

(198 words)

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