BuildOwn.AI is a comprehensive guide designed to help developers build real-world AI applications using large language models. It's ideal for both beginners and experienced developers, focusing on essential AI concepts and practical applications. The guide covers topics like running models locally, prompt engineering, data extraction, fine-tuning, and advanced techniques like Retrieval-Augmented Generation (RAG) and tool automation. Whether you code in Python, JavaScript, or another language, BuildOwn.AI provides valuable insights that you can adapt to your preferred platform.

Restack Python SDK Examples offer a comprehensive set of demonstration projects illustrating how to leverage the Restack platform to build AI agents. Included are templates for chatbots, document analysis agents, and task automation workflows. Examples cover API configuration, tool integration (e.g., web search, memory storage), agent orchestration, error handling, and deployment scenarios. Developers can clone the repository, configure their API keys, and extend sample agents to suit custom use cases.

This repository provides a hands-on demonstration of two-way communication between agents built on the JADE framework. It includes example Java classes showing agent setup, FIPA-ACL compliant message creation, and asynchronous behavior handling. Developers can study Agent A sending a REQUEST, Agent B processing the request, and returning an INFORM message. The code illustrates registering agents with the Directory Facilitator, using cyclic and one-shot behaviors, applying message templates to filter messages, and logging conversation sequences. It’s an ideal starting point for prototyping multi-agent exchanges, custom protocols, or integrating JADE agents into larger distributed AI systems.