A naukri.com initiative
Dev
1w
42
Image Credit: Dev
Learn Google ADK: Build a farming agent.
- NaijaFarmHand is an AI farming assistant for Nigerian farmers, built using Google's AI Development Kit (ADK) and focused on providing localized farming information.
- It offers tools for crops like maize, cassava, yam, groundnut, and guinea corn, as well as livestock such as broiler and layer chickens.
- Tools include WeatherTool for local weather conditions, FarmPlannerTool for starting checklists, TimingAdvisorTool for seasonal advice, and google_search_grounding for research.
- The project uses a language model from Google as the core intelligence and specific instructions to define the agent's job and tools.
- Through the Google ADK framework, NaijaFarmHand manages conversations, connects tools, and guides users in accessing information effectively.
- NaijaFarmHand aims to make basic farming information accessible, focus on Nigerian context, integrate practical tools, and provide a learning experience in AI development.
- While a prototype, NaijaFarmHand showcases AI's potential to support agriculture and help individuals in Nigeria's farming journey, encouraging expert advice for crucial decisions.
- This project was completed as part of the 5-Day Gen AI Intensive course by Google, highlighting the power of AI in solving localized problems.
- Find the Kaggle Notebook for the project at https://www.kaggle.com/code/stephennwankwo/naijafarmhand-agent and learn more about Google ADK at https://google.github.io/adk-docs/
Read Full Article
2 Likes
For uninterrupted reading, download the app