Retrieval-Augmented Generation for Agriculture
Farming decisions backed by evidence, not guesswork
The Agreement Farming RAG AI Platform brings document intelligence, semantic search, contract farming and a verified marketplace into one place — so every answer a farmer or buyer receives can be traced back to a real source.
- Agriculture modules
- 22+
- Document formats supported
- 6
- Access roles
- 4
- Answers with citations
- 100%
Core platform
Six systems working from one grounded knowledge layer
Every module reads from the same retrieval pipeline, so advisory, contracts and commerce stay consistent.
RAG AI Assistant
Ask in plain language and get answers grounded in your own documents, with inline citations to the exact source chunk.
Document Intelligence
Chat with PDF, Word, Excel, CSV and scanned images. Chunking, embeddings and hybrid retrieval run behind the scenes.
Knowledge Base
A curated agriculture corpus — crop guides, soil science, pest management and scheme circulars — kept searchable and versioned.
Agreement Farming
Structured contracts between farmers and buyers with agreed crop, quantity, quality grade, price floor and delivery window.
Farmer Marketplace
Seeds, fertilizers, pesticides and equipment from verified suppliers, with orders, invoices and delivery tracking.
Vehicle & Equipment
Book tractors, harvesters, sprayers and transport by the hour or acre, with transparent rates near your village.
How retrieval works
From uploaded document to cited answer
- 01
Ingest
PDF, DOCX, TXT, CSV, Excel and images are parsed, with OCR for scanned circulars.
- 02
Chunk & embed
Text is split into overlapping passages and converted into vectors for a vector store.
- 03
Retrieve
Hybrid keyword plus semantic search returns the passages that actually answer the question.
- 04
Ground & cite
The language model answers only from retrieved context and shows the source for each claim.
Field intelligence
Advisory that reflects the season you are actually in
Crop Advisory
Sowing windows, spacing, irrigation schedules and nutrient plans mapped to your district and season.
Government Schemes
Eligibility explained in simple language, with document checklists and application steps.
Weather Signals
Rainfall and temperature outlooks tied to the operations they should change.
Market Prices
Mandi price trends so a contract price can be judged against the real market.
Register as a farmer, buyer or agent
One account gives you role-aware access to advisory, contracts, bookings and orders.