Rabindra Library has developed an excellent collection of books, journals and non-book material in science, engineering, technology, humanities, social sciences and management. The library currently subscribes to over 80% of its journals in online only format and the trend is likely to continue. However, most of books, both text and reference, are still preferred in print-only. The library collection comprising of books, journals, theses, dissertation, reports, other reading material as on January 2021 stands as follows:
| Library Collections | Total as on January,2021 |
| All type of print Books | |
| National and International Print Journals | — |
| Subscribed and Consortia based E -Journals | |
| Subscribed and Consortia based Database | — |
| Back Volume Journals | |
| E-Books | — |
| Theses and Dissertations | |
| Technical Reports | — |
| CD/DVD | |
| Govt.Publications | — |
| Conference and Seminar proceedings | |
| Newspaper | — |
| Gifted Books | |
| — |