diffusion models, sparking the generative art revolution. ChatGPT (OpenAI): Launched in Nov 2022, bringing natural language conversations to the mainstream. 26-07-2025 2023- 2024 2025–2026 GPT-4: Enabled multimodal input (text + image), with enhanced reasoning and controllability. Gemini 1 & 1.5 (Google): Gemini 1.5 pushed boundaries with massive context windows—up to 1 million tokens. the mainstream. Rise of Agentic AI: Autonomous agents emerge, capable of reasoning, planning, and executing tasks independently. Multi-Agent Collaboration: Agents begin functioning like human teams, collaborating across domains like code, business, and research.
stands for Agent Development Kit, an open‑source, code‑first toolkit by Google for building intelligent AI agents. Designed from the ground up for multi-agent systems, agents that reason, communicate, and collaborate like a team Google ADK 26-07-2025
and api_server simplify agent execution and debugging. • Web UI: Visualizes agent definitions, execution steps, and event traces for easier development. • Event-Driven Architecture: Logs every interaction (e.g., user inputs, tool calls, LLM responses) for transparency and debugging. • Session and State Management: Maintains conversational context and memory across sessions. Developer Tools and Capabilities • MCP Integration: Standardizes tool communication, enabling agents to interact with external APIs and databases. • Deployment Flexibility: Supports containerization for deployment across environments, including Google Cloud. • Agent2Agent (A2A) Protocol: Facilitates interoperability between agents across platforms via standard HTTP endpoints. 26-07-2025
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