| name | sppu-pyq-index |
| description | Complete index of SPPU Previous Year Question Paper collection (2019โ2025) across all Computer Engineering subjects. Organized as LLM-collected structured markdown files. Use this skill to find PYQ data for any SPPU Computer Engineering subject.
|
SPPU PYQ Collection Index
Overview
This index provides Previous Year Question Papers for SPPU Computer Engineering (2019โ2025) via
these methods, in priority order:
- LLM Web Search โ Structured Markdown (PRIMARY) โ AI agent searches the web, extracts
questions, writes
.md files to pyq-index/{subject}/. Works for ANY university.
- User-provided material (FALLBACK) โ If LLM cannot find PYQs on the web, ask user for:
attachments (PDFs/docs), a directory path, or an internet link.
- Automated Fetch Script (SPPU-only) โ
node scripts/fetch-qp.js downloads PDFs to
pyq-downloads/ from sppuquestionpapers.com.
Coverage: 2019โ2025 (SPPU) | Patterns: 2019 & 2024
PYQ Sources (in priority order):
| Priority | Type | Location | Contents |
|---|
| 1 | LLM-collected markdown | pyq-index/{subject}/*.md | Structured questions (web-scraped by LLM) |
| 2 | User-provided material | Any path/URL/user attachment | PDFs, docs, links user shares |
| 3 | University PYQ dir | universities/<UNIV>/PYQs/ | Per-university organized PDFs |
| 4 | Project downloads | pyq-downloads/ | Fetched via automated scripts (SPPU) |
LLM-Collection: How It Works
When PYQs are needed for a subject, the AI agent:
-
Searches the web for question papers using queries like:
"{subject}" "SPPU" "question paper" {year}site:sppuquestionpapers.com {subject}"{subject}" "Pune University" "previous year""{subject}" "previous year question paper" filetype:pdf
-
Finds and reads PDFs found on the web โ uses its browser/pdf-reading capability to extract
question text directly (no local OCR needed)
-
Extracts questions โ parses question text, marks, exam type from the PDFs
-
Writes structured markdown to pyq-index/{subject-slug}/:
pyq-index/
โโโ INDEX.md # Master index (this file)
โโโ database-management-systems/
โ โโโ README.md # Subject metadata, pattern info
โ โโโ end-sem-april-2024.md # One paper per file
โ โโโ end-sem-november-2023.md
โ โโโ in-sem-october-2024.md
โโโ theory-of-computation/
โ โโโ ...
โโโ machine-learning/
โโโ ...
Markdown format for each paper:
# {Subject} โ {Exam Type} ({Month} {Year})
**Pattern:** {Pattern} | **Total Marks:** {Marks} | **Time:** {Hours} hrs
## Q.1
a) {Question text} [{Marks}] b) {Question text} [{Marks}] **OR**
## Q.2
a) {Question text} [{Marks}] b) {Question text} [{Marks}]
## Q.3
...
Advantages:
- No dependency on a specific website staying up
- Works for ANY university, not just SPPU
- Results are clean structured text โ no OCR pipeline needed
- LLM can aggregate from multiple web sources
- Once written, files work offline
SPPU Internet Sources
These are the known working sources for SPPU question papers. Search them in order.
โ ๏ธ Links change every exam season. SPPU creates new folders per exam period on all sites. If a
URL 404s, try the next source or search for the current exam period's folder. Always update
these instructions when you discover new URLs or find broken ones.
| # | Source | URL | Best For |
|---|
| 1 | SPPU Official Portal โญ | http://collegecirculars.unipune.ac.in/sites/examdocs/{PERIOD}/ | Only official source. Merged all-branch PDFs, End Sem only, 2019 & 2024 pattern |
| 2 | SPPU Question Papers | https://sppuquestionpapers.com/be/{branch}/semester-{N} | Per-semester papers |
| 3 | SPPU QP Mirror | https://sppuquestionpaper.page.gd/program/be/ | Direct PDF links |
| 4 | SPPU Study Hub | https://www.sppustudyhub.in/ | Notes + question papers |
| 5 | Last Moment Tuitions | https://lastmomenttuitions.com/sppu/question-papers/ | Per-branch papers |
| 6 | GitHub (Sppuqp) | https://github.com/pinakdhabu/Sppuqp | Merged PDFs (FE through BE), Google Drive mirror |
| 7 | KSKA Git (Gitea) | https://git.kska.io/sppu-te-comp-content/ | Per-subject repos + solved papers |
| 8 | Filo | https://askfilo.com/higher-education/savitribai-phule-pune-university/ | PYQ with answer solutions |
| 9 | Collegedunia | https://collegedunia.com/university/25732-savitribai-phule-pune-university-sppu-pune | Old papers index |
Official SPPU Portal โ Dynamic URL Discovery
Don't hardcode folder names. They change every exam season. Instead, discover dynamically:
http://collegecirculars.unipune.ac.in/sites/examdocs/
Step 1 โ Fetch the base URL. The SharePoint sidebar lists all available libraries. Look for:
Archive Question Papers section โ QP folders for every exam period (2015 through present)Time Tables {SEASON} {YEAR} โ timetable folders (one per exam season)
Step 2 โ Navigate to a folder URL using pattern:
{base_url}/{FOLDER_NAME}/Forms/AllItems.aspx
URL-encode spaces. Try multiple encodings. Folder naming is inconsistent year-to-year.
Step 3 โ Download merged PDFs per year level:
{PERIOD_URL}/{YEAR_LEVEL} ({PATTERN} PATTERN).pdf
Try all combos of F.E/S.E/T.E/B.E ร 2019 PATTERN/2024 PATTERN.
Step 4 โ Timetables at:
{base_url}/Time%20Tables%20{SEASON}%20{YEAR}/Forms/AllItems.aspx
Browse sidebar to find latest season name.
Limitations of official portal:
- Only End Semester papers (no In Sem papers)
- PDFs are large merged files (all branches in one PDF โ open and Ctrl+F for your subject)
- SharePoint UI is not easy to scrape; prefer direct PDF link patterns
- Folder naming is inconsistent year-to-year
LLM process:
- Pick source from table, search with subject name + exam type
- Open paper links, read PDFs directly via browser capability
- Extract question text, marks, exam type from each paper
- Try next source if a specific paper isn't found
- Write all collected papers as structured markdown
SPPU Hyperawareness โ All Official Portals
LLM must be aware of ALL SPPU portals, not just PYQs. Links change every season โ discover
dynamically by browsing base sites.
Base domains: | Domain | What's There | |--------|-------------| |
collegecirculars.unipune.ac.in | Timetables, exam docs, syllabi (2016-2026), academic calendar,
circulars | | onlineresults.unipune.ac.in | Result checking portals | | unipune.ac.in | Main
site, revaluation, circular search | | exam.unipune.ac.in/Pages/PreviousQuestionPapers.html |
Alternative official QP source | | sppuresult.vercel.app | Community result viewer (live from
SPPU) |
Syllabus: Browse .../sites/documents/ โ Syllabus {YEAR} folders (2016โ2026).
When user asks about SPPU, route to the right portal: | User wants | Where to look |
|------------|--------------| | PYQs | Official portal dynamic discovery (above) | | Results |
sppuresult.vercel.app or onlineresults.unipune.ac.in | | Syllabus |
collegecirculars.unipune.ac.in/sites/documents/ | | Timetable |
Time%20Tables%20{SEASON}%20{YEAR}/ on examdocs | | Revaluation |
unipune.ac.in/university_files/Reval_Online_Results_online.htm | | Academic calendar |
.../sites/documents/Academic%20Calender/ | | Circulars |
collegecirculars.unipune.ac.in/SitePages/Home.aspx | | Alt QP source |
exam.unipune.ac.in/Pages/PreviousQuestionPapers.html |
For other universities: Same approach โ LLM dynamically discovers portals by searching
"{university}" {resource}. If not found โ ask user for links/files.
PYQ Coverage Per Subject
SE (Second Year) โ Sem III
| Subject | End Sem Papers | In Sem Papers |
|---|
| Computer Graphics | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22, 23, 24 |
| Digital Electronics & Logic Design | April 22, 23, 24, 25; Nov 22, 23, 24; Oct 23 | Oct 22, 23, 24 |
| Discrete Mathematics | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22, 23, 24 |
| Fundamentals of Data Structures | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 23, 24 |
| Object Oriented Programming | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22, 23, 24 |
SE (Second Year) โ Sem IV
| Subject | End Sem Papers | In Sem Papers |
|---|
| Data Structures & Algorithms | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
| Engineering Mathematics III | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
| Microprocessor | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
| Principles of Prog. Languages | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
| Software Engineering | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
TE (Third Year) โ Sem V
| Subject | End Sem Papers | In Sem Papers |
|---|
| Computer Networks & Security | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 24, 25; Aug 25 |
| Database Management Systems | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 23, 24; Aug 25 |
| System Prog. & Operating System | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 23, 24; Aug 25 |
| Theory of Computation | April 22, 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 23, 24; Aug 25 |
TE (Third Year) โ Sem VI
| Subject | End Sem Papers | In Sem Papers |
|---|
| Artificial Intelligence | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
| Data Science & Big Data Analytics | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
| Web Technology | April 22, 23, 24, 25; Nov 22, 23, 24 | Mar 23, 24, 25 |
BE (Fourth Year) โ Sem VII
| Subject | End Sem Papers | In Sem Papers |
|---|
| Blockchain Technology | April 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 23, 24; Aug 25 |
| Design & Analysis of Algorithms | April 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 23, 24; Aug 25 |
| Machine Learning | April 23, 24, 25; Nov 22, 23, 24 | Oct 22; Sep 23, 24; Aug 25 |
BE (Fourth Year) โ Sem VIII
| Subject | End Sem Papers | In Sem Papers |
|---|
| Deep Learning | April 23, 24, 25; Nov 23, 24 | Mar 23, 24, 25 |
| High Performance Computing | April 23, 24, 25; Nov 23, 24 | Mar 23, 24, 25 |
How to Use This Index
Step 1: Check LLM-collected Markdown (Fastest)
ls pyq-index/database-management-systems/ 2>/dev/null
cat pyq-index/database-management-systems/end-sem-april-2024.md
Step 2: Collect via LLM Web Search
If no markdown files exist yet, the AI agent searches the web, finds PDFs, reads them, and writes
structured markdown to pyq-index/{subject}/. This populates the index for future use.
For SPPU: Use the dynamic discovery process above. All exam periods from 2015 through current
are available on the official portal.
For other universities: LLM scrapes the web using generic queries
("{subject}" "{university}" question paper). If the LLM cannot find PYQs after reasonable
searching, it should ask the user for:
- Attached PYQ PDF files or documents
- A local directory path where PYQs are stored
- An internet link to a PYQ repository or download page Whatever the user provides, the LLM converts
it to structured markdown.
Step 3: User-Provided Material
If web search fails to yield enough papers, ask the user for:
- PDF/DOCX attachments โ read them directly, extract questions
- A directory path โ scan for PDFs, extract text from each
- An internet URL โ fetch the page, find and download papers LLM reads and converts whatever is
provided into structured markdown.
Step 4: Fallback to Automated Fetch (SPPU only)
node scripts/fetch-qp.js dbms
Step 4: Analyze
Feed extracted text to universal-pyq-analyzer for frequency analysis, Bloom's mapping, trends.
Tips for AI Agents
- Prefer markdown over PDFs โ LLM-collected markdown is cleaner, faster, works offline once
created
- Syllabus-first โ Find and read the official syllabus PDF first (web search) for unit
structure and COs
- Recent-weighted โ PYQs from 2024-2025 are more predictive than 2019-2020 papers
- Collect-as-you-go โ When you search the web for PYQs, write the results to
pyq-index/ for
future use
- LLM reads PDFs from the web โ the AI agent can open PDF URLs directly; no need for local OCR
tools
