Primary project source
- Kissan Ki Pehchan — Complete Technical Architecture and Implementation Plan, uploaded DOCX, proposed production architecture and 16-week controlled pilot. Open source document.
Architecture method
- Dietrich Gebert, Ponytail skill: https://github.com/DietrichGebert/ponytail/blob/main/skills/ponytail/SKILL.md
- Ponytail repository: https://github.com/DietrichGebert/ponytail
The blueprint applies its “lowest adequate rung” principle to keep the pilot modular but operationally lean.
Reasoning model
- OpenAI, GPT-5.6 Sol model documentation: https://developers.openai.com/api/docs/models/gpt-5.6-sol
- OpenAI, Model catalogue: https://developers.openai.com/api/docs/models
Model availability, limits, pricing, data handling and supported tools must be reverified during procurement and before each production promotion.
Realtime and orchestration
- LiveKit, Voice AI quickstart and pipeline concepts: https://docs.livekit.io/agents/start/voice-ai/
- LiveKit, Turn detection: https://docs.livekit.io/agents/build/turns/turn-detector/
- LangChain, LangGraph persistence: https://docs.langchain.com/oss/python/langgraph/persistence
- LangChain, LangGraph human-in-the-loop: https://docs.langchain.com/oss/python/langgraph/interrupts
Speech candidates
- Deepgram, Language support: https://developers.deepgram.com/docs/models-languages-overview
- Microsoft Azure, Speech language and voice support: https://learn.microsoft.com/azure/ai-services/speech-service/language-support
Retrieval and data
- Qdrant, Distributed deployment: https://qdrant.tech/documentation/guides/distributed_deployment/
- PostgreSQL: https://www.postgresql.org/docs/
- PostGIS: https://postgis.net/documentation/
- pgvector: https://github.com/pgvector/pgvector
Environmental data candidates
- ISRIC, SoilGrids: https://soilgrids.org/
- NASA, POWER Project: https://power.larc.nasa.gov/
- Copernicus, Digital Elevation Model: https://dataspace.copernicus.eu/explore-data/data-collections/copernicus-contributing-missions/collections-description/COP-DEM
- Pakistan Meteorological Department, National Agromet Centre: https://namc.pmd.gov.pk/
Reference policy
- Prefer official, primary and peer-reviewed sources.
- Verify publication, identifier, date, authority and applicable geography.
- Record access time and preserve an authorized snapshot or extract where permitted.
- Do not treat this page as a guarantee that every service is licensed, available or approved for government use.
- Recheck current specifications and contractual terms at procurement.
Verification date for this blueprint: 5 August 2026.