# Context Relay

- **Event:** [Agentic Memory & Context Engineering Hackathon](https://cerebralvalley.ai/e/mongoDB-hackathon)
- **When:** Sat, Oct 11 at 9:00 AM – 10:00 PM (PDT)
- **Where:** Shack15, San Francisco, CA
- **Team:** [Marcos Polanco](https://cerebralvalley.ai/u/marcos), [Quin O](https://cerebralvalley.ai/u/quino), [Brandon Soler](https://cerebralvalley.ai/u/solerb09)
- **GitHub:** https://github.com/marcospolanco/context-relay
- **Demo video:** https://drive.google.com/file/d/1TMKeZgkN36R2-Qdtp8tg3Zn_X1bGUQVP/view?usp=sharing
- **Gallery:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery
- **Page:** https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/4

Context Relay System is a FastAPI-based middleware that enables seamless coordination among multiple AI agents. It manages, merges, and transfers conversational context across agents while using semantic embeddings to detect conflicts, filter noise, and preserve shared understanding over time. By maintaining a continuous and versioned flow of context, it turns fragmented agent interactions into cohesive collaboration.

In contrast to traditional message passing or naive context sharing, Context Relay builds a shared semantic memory layer that allows agents to operate with awareness of each other’s reasoning and history. This system addresses one of the hardest challenges in multi-agent architectures: keeping distributed intelligence aligned, synchronized, and grounded in a consistent world model.

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Markdown version of https://cerebralvalley.ai/e/mongoDB-hackathon/hackathon/gallery/4. Site index for agents: https://cerebralvalley.ai/llms.txt · full text: https://cerebralvalley.ai/llms-full.txt