North India
RAG & Knowledge Retrieval across Uttar Pradesh
Retrieval-augmented generation over your own documents, with citations, access control and measured answer quality. Covering every district and PIN code in Uttar Pradesh.
- Districts
- 70
- PIN codes
- 1,643
- Cities mapped
- 56
RAG & Knowledge Retrieval in Uttar Pradesh
Your documents do not arrive as clean markdown. They are scanned PDFs, merged cells, ten-year-old templates. The ingestion pipeline is most of the work, and we build it for the corpus you actually have.
Uttar Pradesh runs on agriculture and food processing, leather and footwear, electronics manufacturing, handicrafts and sugar, India's largest population base, which makes public-facing service delivery and multilingual citizen contact a problem of genuine scale. Where rag & knowledge retrieval earns its budget here usually follows directly from that mix.
We build the smallest thing that proves the case, put it in front of real users, and expand only what earns its keep. You own the code, the models where they are open-weight, and the documentation to run it without us.
नमस्ते , Namaste. We work in Hindi and English across Uttar Pradesh.
Uttar Pradesh coverage
- State / UT
- Uttar Pradesh
- Region
- North India
- Districts covered
- 70
- PIN codes covered
- 1,643
- Cities mapped
- 56
- Working languages
- Hindi, English
What is included
- Ingestion pipeline for your real document formats
- Chunking and embedding strategy tuned to your corpus
- Hybrid keyword plus vector retrieval with reranking
- Citations on every answer, traceable to the source page
- Permission-aware retrieval that respects existing access rules
- Retrieval quality benchmarked against a labelled question set
RAG & Knowledge Retrieval by city in Uttar Pradesh
Districts of Uttar Pradesh
Every district has a coverage page listing its PIN codes.
- Agra29 PINs
- Aligarh34 PINs
- Allahabad52 PINs
- Ambedkar Nagar34 PINs
- Auraiya14 PINs
- Azamgarh42 PINs
- Bagpat15 PINs
- Bahraich21 PINs
- Ballia39 PINs
- Balrampur15 PINs
- Banda11 PINs
- Barabanki35 PINs
- Bareilly26 PINs
- Basti26 PINs
- Bijnor25 PINs
- Budaun21 PINs
- Bulandshahr28 PINs
- Chandauli15 PINs
- Chitrakoot6 PINs
- Deoria28 PINs
- Etah24 PINs
- Etawah15 PINs
- Faizabad32 PINs
- Farrukhabad17 PINs
- Fatehpur22 PINs
- Firozabad14 PINs
- Gautam Buddha Nagar25 PINs
- Ghaziabad31 PINs
- Ghazipur42 PINs
- Gonda32 PINs
- Gorakhpur39 PINs
- Hamirpur13 PINs
- Hardoi24 PINs
- Hathras11 PINs
- Jalaun18 PINs
- Jaunpur41 PINs
- Jhansi22 PINs
- Jyotiba Phule Nagar13 PINs
- Kannauj17 PINs
- Kanpur Dehat23 PINs
Other capabilities across Uttar Pradesh
Questions
Do you cover all of Uttar Pradesh?
Yes, all 70 districts and 1,643 PIN codes. Delivery is remote-first, so coverage is genuinely statewide rather than limited to the cities we happen to have offices in.
Which Uttar Pradesh sectors do you work with most?
Across Uttar Pradesh the economy leans towards agriculture and food processing, leather and footwear, electronics manufacturing, handicrafts, sugar. India's largest population base, which makes public-facing service delivery and multilingual citizen contact a problem of genuine scale.
RAG or fine-tuning?
RAG for knowledge that changes and must be cited; fine-tuning for style, format and task behaviour. Most production systems use RAG for the facts and light fine-tuning or few-shot prompting for the form.
How accurate will it be?
We build a labelled question set from your domain and report retrieval precision and answer accuracy against it. That number is the deliverable. We do not ship a system whose quality nobody has measured.
Can it respect our existing permissions?
Yes. Retrieval is filtered by the user's actual entitlements, so the assistant can never surface a document the user could not already open.
RAG & Knowledge Retrieval in Uttar Pradesh
Covering all 70 districts. Tell us what you are trying to change.
Or email bd@dtrasglobal.com · call +91 74118 77878