pesu-dev

pesu-dev/ask-pesu

A RAG pipeline for question answering about PES University

31 good first / help-wanted issues · TypeScript · last activity Sep 21, 2026

10 stars 5 forks 10 watchers TypeScript MIT License
llm pes-university pesu rag vector-database
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31 Open Issues Need Help Last updated: Sep 21, 2026

Open Issues Need Help

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Remove the unused UI components and dependencies from the frontend 28 days ago
enhancement good first issue frontend performance
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
The fallback that recovers source links from old answers never matches anything 29 days ago
bug good first issue frontend
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
The rewrite step receives the chat history as Python object dumps 29 days ago
bug good first issue rag
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Generate conversation and message IDs with crypto.randomUUID 30 days ago
enhancement good first issue frontend
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Send a User-Agent that follows Reddit's API rules 30 days ago
enhancement good first issue db
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Build a Discord bot that answers questions on the PESU Discord through /ask 30 days ago
enhancement help wanted
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Build a PESU glossary as data, and use it to expand queries 30 days ago
enhancement good first issue help wanted rag
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Rename the frontend package and self-host the social preview image and Space thumbnail 30 days ago
enhancement good first issue frontend
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Exclude NSFW-flagged threads from retrieval 30 days ago
enhancement good first issue rag
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Report the listener's last write and last comment seen in /health 30 days ago
enhancement good first issue db
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Don't call the model when no thread clears the relevance cutoff 30 days ago
enhancement good first issue rag performance
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Add security headers to every response from the api 30 days ago
enhancement good first issue api security
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Add a Docker HEALTHCHECK and a readiness endpoint that checks Qdrant 30 days ago
enhancement good first issue api db tests and ci/cd
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Stop the api image reinstalling every dependency on each code change 30 days ago
enhancement good first issue tests and ci/cd performance
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Pin GitHub Actions to commit SHAs and give each workflow least-privilege permissions 30 days ago
enhancement good first issue tests and ci/cd security
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Run ESLint in CI and fix what it finds 30 days ago
enhancement good first issue frontend tests and ci/cd
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Add secret scanning and workflow, Dockerfile and spelling checks to pre-commit 30 days ago
enhancement good first issue tests and ci/cd security
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Upgrade ruff and enable bug-finding rule sets 30 days ago
enhancement good first issue tests and ci/cd
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Add a small set of golden answers for high-stakes facts 30 days ago
enhancement help wanted rag tests and ci/cd
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Help grow the labelled question set from 42 to 200 questions 30 days ago
enhancement good first issue help wanted rag tests and ci/cd
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Replace the placeholder frontend test with tests for the stream client and storage 30 days ago
enhancement good first issue frontend tests and ci/cd
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Tell the model today's date 30 days ago
enhancement good first issue rag
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
The UI never uses /quota: add a thinking-mode toggle and say when a mode comes back 30 days ago
bug good first issue frontend
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Limit the length of each history turn in /ask requests 30 days ago
bug good first issue api security
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Stop streaming raw exception text to users when an answer fails 30 days ago
bug good first issue api security
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Declare tqdm, which populate_db.py imports but no extra declares 30 days ago
bug good first issue db
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
The conversation-title prompt is missing the spaces between its sentences 30 days ago
bug good first issue api
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Fix five places where the docs describe code that has since changed 30 days ago
documentation good first issue
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Bring the API conventions and observability from pesu-dev/auth into both services about 1 month ago
good first issue
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
The model answers from chat history when the context does not support the fact about 1 month ago
good first issue
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database
Summarise the turns beyond limits.history_turns instead of dropping them about 1 month ago
good first issue
pesu-dev/ask-pesu
10

A RAG pipeline for question answering about PES University

TypeScript
#llm#pes-university#pesu#rag#vector-database