Aimed at Indian farmers and Extension Agents, this copilot uses a collection of documents and transcripts of 100s of videos representing best practices from the Indian Ministry of Agriculture and Digital Green's video transcripts & FAQs to answer common questions from Indian farmers. We load these documents + transcripts into a vector database and with each question, we search the DB and add the results to create an answer to the farmer's questions. Additionally, the copilot features WhatsApp follow-up and location buttons plus agentic web search to get local weather and prices. It also leverages ISDA's Africa soil API to look up soil information based on the user's location.

More info and technical walkthroughs can be found here

This bot is designed to ask to help students fill out scholarship applications from their school records and identity documents. It asks for their ID documents, schoolmarks and then visually understands the data inside in them and then builds to build a profile of the user. It's a great example of using GPT4-Turbo in conjunction with advanced OCR to recognize text (which GPTV doesn't do well), combined with audio speech recognition in a WhatsApp bot using 11labs

Compares Gemini3, GPT5.2, KissanAI, LLAMA4 Maverick, Sarvam.AI, GPT4o and AgriLLM (Qwen3) for their responses being similar to our golden QnA of common small shareholder farmer questions and answers (in English) from ClearGlobal and Opportunity Intl. What makes a good golden eval QnA?

A bot to designed for rural Indian banking executives, this can answer any question from a financial literacy guide

Fireside chat facilitates reactions to PeoplePlus.AI and Nandan Nilekani Ai Summit on May 7 in Bangalore, India. This bot highlights our new Copilot Summary view, allowing copilot authors to aggregate and chart analysis of conversations. This bot runs analysis of every interaction using this script that's then consumed by a summarization script to summarize all the audience's questions.

This model is trained on the images of Tipoo's Tiger, a 200+ year old automaton from time of the Southern India ruler Tipu Sultan, which is now housed at the V&A Museum, London. For non-commercial use only.

Who owns it?
Victoria and Albert Museum, London

IMAGE ATTRIBUTION: https://collections.vam.ac.uk/item/O61949/tippoos-tiger-mechanical-organ-unknown/

Add your image and replace your background. You can be the president of USA, an astronaut, Indiana Jones, even wear a chicken costume!

Add your image and replace your background. You can be the president of USA, an astronaut, Indiana Jones, even wear a chicken costume!