> Markdown version of [/events/conference-india-2026/sessions/1981-building-world-aware](https://www.wearedevelopers.com/events/conference-india-2026/sessions/1981-building-world-aware). Every page supports `.md` or `Accept: text/markdown`. Links point to the HTML versions so they work for humans too. Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md).

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# Building World-Aware Physical AI with Agent Memory and Context Graphs


- **Event:** Conference India 2026

## Description

What if robots didn’t just react - but actually understood their world and remembered it? In this session, we explore how to build world-aware, context-driven agents using a graph-based memory layer and real-world robotics.

You’ll see how users, objects, and environments can be modeled as a living digital twin, how interactions are captured as structured memory, and how agents reason over long-term context. Through a live demo, a robot recognizes returning users, recalls preferences, and adapts its behavior across sessions.

This talk provides a practical blueprint for building persistent, embodied AI systems that move beyond stateless interactions.

## Speakers

### [Vasundhara Shukla](https://www.wearedevelopers.com/@vasundhara-shukla)

Developer Advocate APAC, Neo4j
### [Zaid Zaim](https://www.wearedevelopers.com/@zaid-zaim)

Developer Advocate EMEA at Neo4j | Microsoft AI MVP


## Related talks at this congress

- [Architecting Trusted AI: Coupling Multi-Agent Systems with dbt Semantic Store for Zero-Hallucination](https://www.wearedevelopers.com/events/conference-india-2026/sessions/1976-architecting-trusted) — Pushkar Mishra
- [Beyond File Dumps: Context Engineering for Coding Agents](https://www.wearedevelopers.com/events/conference-india-2026/sessions/1979-beyond-file-dumps) — Animesh Dutta
- [Thinking in Graphs, Reasoning with Gemini!](https://www.wearedevelopers.com/events/conference-india-2026/sessions/1996-thinking-in-graphs) — Bhavesh Bhatt
- [Build a Zero-Cost AI Agent in Your Browser](https://www.wearedevelopers.com/events/conference-india-2026/sessions/1980-build-a-zero-cost-ai) — Aishwarya Mathuria, Nishant Thakur

## Watch remotely

Can’t make it to Bengaluru? Watch this session live with Pro. You also get:

- All full videos, bookmarks, and playlists
- World Congress livestreams

[See pricing](https://www.wearedevelopers.com/pricing)

## Links

- [Get tickets](https://www.wearedevelopers.com/conference-india/tickets)