agentic-ai-kit is an open-source Python package for creating Gemini-powered AI agent systems. It provides emotion-aware behavior, adaptive episodic and identity-conditioned memory, SQL AI, RAG, tools, MCP support, and multi-agent capabilities for developers.
In the Frameworks & runtimes space, agentic-ai-kit takes a focused approach. It focuses on building AI agents with memory, retrieval, SQL access, tools, and adaptive behavior. It is built as an open-source project for AI developers and Python engineers. The project is open source (MIT). agentic-ai-kit is available on the command line and API, and it can be self-hosted.
Shashank14581 builds and maintains agentic-ai-kit, and it first shipped in 2026. The project is developed in the open on GitHub with 50 commits in the last 90 days. Key capabilities include emotion-aware agents, episodic memory, and adaptive memory. It exposes integrations via an MCP server.
Summary written by a language model from the project’s public pages.
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