# Examples

::::card-grid
:::card{title="Notebooks" href="/guides/examples-notebooks"}
Runnable Colab notebooks covering semantic search, lexical search, hybrid search, RAG, embeddings, reranking, and data ingestion with Pinecone.
:::

:::card{title="Sample apps" href="/guides/examples-sample-apps"}
Sample apps and tools built with Pinecone, including semantic search, multi-tenant RAG, multimodal search, Assistant chat, and pgvector migration.
:::

:::card{title="Reference architectures" href="/guides/examples-reference-architectures"}
Official AWS reference architecture for building high-scale production systems with Pinecone, including Pulumi IaC, documentation, and video tutorial.
:::

:::card{title="Assistant examples" href="/guides/examples-assistant"}
Notebooks and Next.js sample apps for Pinecone Assistant: quickstart, context snippet retrieval, and a full-stack chat UI with citations.
:::

:::card{title="Semantic search" href="/guides/examples-sample-apps-legal-semantic-search"}
Next.js sample app for semantic search over PDF legal documents using Pinecone serverless indexes and Voyage AI voyage-law-2 embeddings.
:::

:::card{title="Multi-tenant RAG" href="/guides/examples-sample-apps-namespace-notes"}
Next.js multi-tenant RAG sample app that uses Pinecone namespaces to isolate document context and chatbot memory per workspace tenant.
:::

:::card{title="Pinecone Assistant" href="/guides/examples-sample-apps-pinecone-assistant"}
Next.js sample chat app that connects to a Pinecone Assistant for grounded answers over uploaded PDFs with citations and file references.
:::

:::card{title="Multimodal search" href="/guides/examples-sample-apps-shop-the-look"}
Sample Next.js + FastAPI app for multimodal search across text, images, and videos using Pinecone and Google Vertex AI multimodal embeddings.
:::
::::

## Related pages

- [Account management](./account-management-index.md)
- [Admin](./admin-2-index.md)
- [Admin](./admin-index.md)
- [APIs](./apis-index.md)
- [Architecture](./architecture-index.md)
- [Assistants](./assistants-index.md)
- [Bring Your Own Cloud](./bring-your-own-cloud-index.md)
- [Build an assistant](./build-an-assistant-index.md)
- [Build an integration](./build-an-integration-index.md)
- [Changelog](./changelog-index.md)

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