---
layout: page
title: "vector Nodes"
---

This namespace contains 13 node(s).

## Available Nodes

- **[Collection](collection.md)** - Get or create a named vector database collection for storing embeddings.
- **[Count](count.md)** - Count the number of documents in a collection.
- **[Get Documents](getdocuments.md)** - Get documents from a collection.
- **[Hybrid Search](hybridsearch.md)** - Hybrid search combining semantic and keyword-based search for better retrieva...
- **[Index Aggregated Text](indexaggregatedtext.md)** - Index multiple text chunks at once with aggregated embeddings from Ollama.
- **[Index Embedding](indexembedding.md)** - Index a single embedding vector into a collection with optional metadata. Cre...
- **[Index Image](indeximage.md)** - Index a list of image assets or files.
- **[Index String](indexstring.md)** - Index a string with a Document ID to a collection.
- **[Index Text Chunk](indextextchunk.md)** - Index a single text chunk.
- **[Peek](peek.md)** - Peek at the documents in a collection.
- **[Query Image](queryimage.md)** - Query the index for similar images.
- **[Query Text](querytext.md)** - Query the index for similar text.
- **[Remove Overlap](removeoverlap.md)** - Removes overlapping words between consecutive strings in a list. Splits text ...
