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docs: update examples page for web-based demo apps

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---
title: "Examples"
sidebarTitle: "Examples"
description: "Full working apps you can clone and run."
description: "Full web-based demo apps you can clone and run."
icon: "code"
---
Standalone example apps showing SMFS in realistic use cases. Each one is a
complete project with its own README, dependencies, and sample data.
Web-based example apps showing SMFS in realistic use cases. Each one is a
complete project with its own README, dependencies, and a working UI.
<CardGroup cols={2}>
<Card
title="Legal Docs Assistant"
icon="scale-balanced"
href="https://github.com/supermemoryai/examples/tree/main/legal-docs-assistant"
title="Research Assistant"
icon="magnifying-glass"
href="https://github.com/supermemoryai/examples/tree/main/research-assistant"
>
Ingest contracts into a Supermemory container, then query them with
semantic search. Python + Anthropic SDK.
Upload documents and chat with an AI that can search and cite them.
Next.js + TypeScript + `@supermemory/bash`.
</Card>
<Card
title="Docs Answering Agent"
title="Knowledge Base"
icon="book"
href="https://github.com/supermemoryai/examples/tree/main/docs-answering-agent"
href="https://github.com/supermemoryai/examples/tree/main/knowledge-base"
>
Ingest documentation, answer questions about it. TypeScript + Vercel AI
SDK.
Add notes and chat with an AI that can search your knowledge base.
FastAPI + Python + `supermemory-bash`.
</Card>
<Card
title="Customer Support Agent"
icon="headset"
href="https://github.com/supermemoryai/examples/tree/main/customer-support-agent"
title="Code Sandbox"
icon="terminal"
href="https://github.com/supermemoryai/examples/tree/main/code-sandbox"
>
Per-customer memory for support ticket drafting. Each customer gets their
own container. Python + Anthropic SDK.
Write and run code in a Daytona sandbox with persistent AI memory.
Next.js + Daytona SDK + SMFS mount.
</Card>
</CardGroup>
All examples use the [Bash Tool](/smfs/bash-tool) — the serverless-friendly
way to give an agent a Supermemory-backed filesystem. No mount or FUSE
required.
The Research Assistant and Knowledge Base examples use the
[Bash Tool](/smfs/bash-tool) — the serverless-friendly way to give an agent a
Supermemory-backed filesystem. The Code Sandbox example uses a
[Daytona](/smfs/providers/daytona) sandbox with a real SMFS mount.
## Running an example
1. Clone the [examples repo](https://github.com/supermemoryai/examples)
2. `cd` into the example you want
3. Follow the README — typically: install deps, copy `.env.example` to `.env`,
fill in your API keys, run the ingest script, then run the agent
fill in your API keys, and start the dev server