raggy.vectorstores.chroma

Chroma

A wrapper for chromadb.Client - used as an async context manager.

Attributes:

Name	Type	Description
client_type	Literal['base', 'http']	The type of client to use. Must be one of "base" or "http".
collection_name	str	The name of the collection to use.

Example

Query a collection:

from raggy.vectorstores.chroma import Chroma

async with Chroma(collection_name="my-collection") as chroma:
    result = await chroma.query(query_texts=["Hello, world!"])
    print(result)

query_collection async

Query a Chroma collection.

Parameters:

Name	Type	Description	Default
query_text	str	The text to query for.	required
filters		Filters to apply to the query.	required
collection		The collection to query.	required
top_k	int	The number of results to return.	10

Example

Basic query of a collection:

from raggy.vectorstores.chroma import query_collection

print(await query_collection("How to create a flow in Prefect?"))