Update README.md

README.md

@@ -1,3 +1,59 @@
 ---
 license: apache-2.0
+language:
+- en
+tags:
+- pinecone
+- nexus
+- rag
+- retrieval
+- context
+- knowledge
+- agents
+pretty_name: Example Nexus Context — Wealth Advisory
 ---
+
+# Example Nexus Context: Wealth Advisory
+
+A ready-to-use example [context](https://www.pinecone.io/) for **Pinecone Nexus**, packaged as a single restorable `.context.zip`. Restore it, ask questions against it in minutes, and use it as a template for building your own context from your own documents.
+
+The context is built around a **wealth advisory** scenario, so the sample questions and answers stay grounded in a familiar business domain (client guidance, investment and planning material, and related reference content).
+
+## What's in this repository
+
+| File | Description |
+| --- | --- |
+| `example-context-wealth-advisory.context.zip` | A pre-curated Nexus context. Restore it directly — no building or ingestion required. |
+
+## Getting started with example data
+
+### 1. Restore the example context
+
+Download `example-context-wealth-advisory.context.zip` from this repository. On the **Contexts** page in Nexus, click **Restore** (next to **New context**) and upload the `.context.zip` file. It restores as a pre-curated context — no building required.
+
+### 2. Query it
+
+Open a **new query session** and select the example context. Ask natural-language questions about its contents — no setup required.
+
+### 3. Go further
+
+Drive the same context from your own code with the **Query API**, from an **MCP server** in Claude Desktop, or from the **CLI**. See the **Use** page for every surface.
+
+### 4. Bring your own data
+
+Now that you're up to speed, create your own context from your own documents — follow the steps under **"Getting started with your own data."**
+
+## Download
+
+```bash
+# via the Hugging Face CLI
+huggingface-cli download pinecone/example-context-wealth-advisory \
+  example-context-wealth-advisory.context.zip \
+  --repo-type dataset --local-dir .
+```
+
+Or download the file directly from the **Files and versions** tab above.
+
+## License
+
+Released under the [Apache 2.0](https://www.apache.org/licenses/LICENSE-2.0) license.