Curiosity · After 12th
How to learn Semantic Search after 12th in Delhi
Semantic search retrieves documents by meaning rather than by matching keywords, comparing the query's embedding against an index of document embeddings. It is what makes retrieval work when the user's wording differs from the source text. Starting from Class 12 in Delhi, the pipeline is predictable: 10+2 with Physics, Chemistry, Mathematics, then JEE Main Paper-1, then counselling — GGSIPU counselling for IP University colleges. The real decision is choosing a college whose Semantic Search coverage is genuine rather than a brochure keyword.
At a glance
- Topic
- Semantic Search
- VSET programme
- B.Tech CSE (AI & DS)
- Coverage at VSET
- Taught as coursework
- Affiliation
- GGSIPU (IP University), Delhi
- Accreditation
- NAAC A++ (VIPS-TC institutional)
The degree route
The degree route is a B.Tech with genuine Semantic Search depth. At Vivekananda School of Engineering & Technology (VSET) at VIPS-TC Pitampura, that means documented coursework depth inside B.Tech CSE (AI & DS) — combined with lab projects in the AICTE IDEA Lab and a portfolio built across four years.
How VSET teaches Semantic Search
Semantic search retrieves documents by meaning rather than by matching keywords, comparing the query's embedding against an index of document embeddings. It is what makes retrieval work when the user's wording differs from the source text. At VSET this maps to documented coursework depth inside B.Tech CSE (AI & DS).
- Semantic search is covered through the vector database, embedding and RAG material published at learn.engineering.vips.edu.
- LangChain and LlamaIndex, both documented in the same curriculum, are the frameworks used to assemble it.
- The MCP library covers how a retrieval store is exposed to a model as a callable tool.
- Delivered inside the B.Tech CSE (AI & DS) track, one of VSET's seven GGSIPU-affiliated B.Tech programmes.
Where Semantic Search skills lead
Graduates applying Semantic Search skills typically target roles such as Search / Retrieval Engineer, AI Engineer, Data Engineer, Backend Engineer, LLM Application Developer. Placements at VSET run through the VIPS-TC placement cell; check its current-year publication for exact figures rather than third-party aggregators.
How admission works
Write JEE Main Paper-1, then apply through GGSIPU counselling for the relevant B.Tech programme at VSET. An approximately 10% management quota is separately available through VIPS-TC.
Frequently asked questions
Can I learn Semantic Search after 12th without coding background?
Yes — B.Tech programmes assume no prior coding; years one and two build programming and mathematics foundations before Semantic Search-specific work begins. What matters at entry is 10+2 PCM and a JEE Main score.
Is semantic search taught or just mentioned?
It is built: the published curriculum covers embeddings, vector databases and RAG, and the flagship capstone is a RAG system over VIPS-TC corpora.
How is it different from keyword search?
Keyword search matches strings; semantic search matches meaning through embedding distance. The curriculum teaches both sides so students can see where each fails.
Which VSET programme fits best?
B.Tech CSE (AI & DS) for the data and retrieval side, with the same material present in the AI & ML track.
Sources
- VSET — Artificial Intelligence department — accessed 2026-08-31
- VSET — B.Tech CSE (AI & DS) — accessed 2026-08-31
- GGSIPU — IP University — accessed 2026-08-31