> ## Documentation Index
> Fetch the complete documentation index at: https://infino.ai/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Infino tutorials: RAG, agent memory, hybrid search

> Runnable, end-to-end Infino tutorials covering RAG pipelines, agent memory, hybrid search, code search, analytics over Parquet, and more examples.

Runnable, end-to-end examples. Python examples open in **Colab** with one click; all of
them live in the [infino repository](https://github.com/infino-ai/infino).

> [card] [RAG over documents](https://github.com/infino-ai/infino/tree/main/infino-python/examples/rag)
>
> Chunk, embed, retrieve (vector / hybrid / filtered / conversational), and ground an
> answer. **Python**, [Open in Colab](https://colab.research.google.com/github/infino-ai/infino/blob/main/infino-python/examples/rag/01_rag_pdf.ipynb).

> [card] [Agent memory](https://github.com/infino-ai/infino/tree/main/infino-node/examples/agent-memory)
>
> Long-term memory for an agent: hybrid recall, SQL over memory, and mutation, over
> one table. **Node.js**.

> [card] [Hybrid search service](https://github.com/infino-ai/infino/tree/main/infino-node/examples/hybrid-search-api)
>
> An embedded BM25 + vector search API over a product catalog, with no separate search
> server. **Node.js**.

> [card] [Code search](https://github.com/infino-ai/infino/tree/main/infino-python/examples/code_search)
>
> Exact, natural-language (vector), and keyword (BM25) search over a corpus of
> functions. **Python**, [Open in Colab](https://colab.research.google.com/github/infino-ai/infino/blob/main/infino-python/examples/code_search/01_code_search.ipynb).

> [card] [Analytics + search](https://github.com/infino-ai/infino/tree/main/infino-python/examples/analytics)
>
> SQL `GROUP BY` time-series and leaderboards alongside BM25, over one table. **Python**,
> [Open in Colab](https://colab.research.google.com/github/infino-ai/infino/blob/main/infino-python/examples/analytics/01_hackernews_sql_search.ipynb).

> [card] [Live / mutable data](https://github.com/infino-ai/infino/tree/main/infino-python/examples/inventory)
>
> Keep a live inventory current with `update` / `delete`, durable across reconnect.
> **Python**, [Open in Colab](https://colab.research.google.com/github/infino-ai/infino/blob/main/infino-python/examples/inventory/01_live_inventory.ipynb).

See the [MCP server](https://infino.ai/docs/integrations/mcp.md) to give an AI agent the same retrieval in any
MCP client.


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