Tuhin Chakrabarty
Tuhin Chakrabarty's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @Tuhin-SnapD appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the NewsMelt-Advance-News-Finder corpus
Tuhin-SnapD/NewsMelt-Advance-News-Finder: A sophisticated news processing pipeline that combines AI-powered content extraction, advanced NLP techniques, and interactive data…
- Look up how NewsMelt-Advance-News-Finder implements graph-algorithms, graph-based, pegasus, with answers cited to file and line.
- Answer from NewsMelt-Advance-News-Finder's real source instead of memory (AI, prompts and agents).
- How does NewsMelt-Advance-News-Finder implement graph-algorithms?
Search the GitHub repository Tuhin-SnapD/NewsMelt-Advance-News-Finder with XERJ (https://hub.xerj.org/corpus/tuhin-snapd--newsmelt-advance-news-finder). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/Tuhin-SnapD/NewsMelt-Advance-News-Finder NewsMelt-Advance-News-Finder && git -C NewsMelt-Advance-News-Finder checkout 6d40aa687b63c1b064a87b9b5d08952efb9cebc1 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./NewsMelt-Advance-News-Finder --url http://127.0.0.1:9200 --prefix newsmelt-advance-news-fi --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: check the LICENSE file. Keep the copyright notice and credit the authors.
corpus tuhin-snapd--newsmelt-advance-news-finder · AI, prompts and agents
Related corpora: cozo, Krv-Labs/pulsar, MariiaLagutina/42_Fly-in
AI search and retrieval with XERJ · Case study: reference coding for agents
Selected work
Tuhin-SnapD/NewsMelt-Advance-News-Finder
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Text-Summarization-Models
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Online-Banking-App
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/ChatApp
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Prison-Management-System
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Real-Time-Stock-Trading-Simulator
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/BinkRead
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/BudgetBuddie
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Business-Portfolio-Sample
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/GoProxy
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/NLPDash
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Aadhar-Blockchain-Prototype
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Angular-Restaurant-App
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Bootstrap-Front-end-using-Gulp-Grunt-
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Capstone-News-App
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/CNN
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/CrawlLit
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/DevNotes
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Django-E-Commerce
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/E-Commerce-React-Application
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/EmoBot
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/FaceMaskDet
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Fullstack-Restaurant-App
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/IntelliType
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/IntrDet--Intrusion-Detection
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Lead-Management-System
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/MyClasses-React-Native
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/One-Click-Multi-Cloud-Provisioner
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/PerfBench
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/PharmaPOS
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/PricePilot-Intelligent-Pricing-Dashboard
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Python-Projects
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/React-Restaurant-App
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/RoadFlow
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/ScriptRunnerPro
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Self-Healing-Kubernetes-Monitor
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Server-Restaurant
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/SteganoIt
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Striver23-DSA
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/TamuraTexture
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Todos-List
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/VAuthSys
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/VoxMate
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/ai-lab
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/habit-tracker
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/macforge
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/MeetingMind
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Tuhin-SnapD/Traceveil
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/Tuhin-SnapD)
Included with the author's permission (email, 2026-10-24), under each repository's own licence, with attribution. Own more repositories? Sign in with GitHub and add them. Want something removed? Reply to the email, withdraw it on /add, or open an issue on xerj-org/xerj.