# agentware-demo Projects at AI Tinkerers

> Canonical HTML: https://aitinkerers.org/technologies/agentware-demo
> Markdown URL: https://aitinkerers.org/technologies/agentware-demo.md
> Technology record last updated: 2026-03-19T04:59:11Z
> Generated: 2026-08-25T13:15:16Z

Deploy an AI agent library that builds a dynamic knowledge base on the fly, enabling autonomous, context-aware conversations.

This Agentware demo showcases an AI agent library designed for persistent intelligence: it actively learns and updates its knowledge base during conversation. The system employs a robust client/server architecture (Source 1.4): the client manages LLM execution and memory, while the server utilizes a combination of vector and key-value databases for knowledge storage. For a clear example, the `examples/fish_location.py` script illustrates an agent, a housework robot, dynamically compressing memory with reflection. This process ensures unlimited conversation length without losing critical context or forgetting established facts, delivering a new standard for adaptive, long-term conversational AI.

- Official technology site: https://github.com/agentware/agentware
- Public AI Tinkerers demos and talks: 1
- Result page: 1 of 1

## Recent Public Talks and Demos

### [Building Autonomous AI Agents](https://toronto.aitinkerers.org/talks/rsvp_P86H2NCQSqY)

This session will feature a 5-minute live demo of an autonomous crew of AI agents, demonstrating the use of the crewAI.com open source framework, its capability to learn and make decisions in real-time. We'll also explore briefly how these agents can transform operations across industries. Demo code will be shared at https://github.com/alanwunsche/agentware-demo

- Event context: AI Tinkerers - Toronto - June 2024 Meetup — 2024-06-27 — Toronto
- Public talk page: https://toronto.aitinkerers.org/talks/rsvp_P86H2NCQSqY

## Related Technologies

- [CrewAI](https://aitinkerers.org/technologies/crewai) ([Markdown](https://aitinkerers.org/technologies/crewai.md)) — 15 public demos
- [GitHub](https://aitinkerers.org/technologies/github) ([Markdown](https://aitinkerers.org/technologies/github.md)) — 73 public demos