Chroma

🚀

Enhanced

Direct integration with Langfuse tracing

Prerequisite

You need a Chroma server. You can:

Install Chroma CLI and run the server using chroma run
Sign up for Chroma Cloud.
Deploy your own Chroma instance in Docker.

Setup

Input	Description	Default	Cloud
Document	Can be connected with nodes from Document Loader
Embeddings	Can be connected with nodes from Embeddings
Collection Name	Chroma collection name. Refer to here for naming convention
Chroma URL	Specify the URL of your chroma instance	http://localhost:8000	https://api.trychroma.com:8000

For Chroma Cloud, you will need to get your tenant ID, and create your database and API key.

Additional

If you are running both Flowise and Chroma on Docker, there are additional steps involved.

Spin up Chroma docker first

docker compose up -d --build

Open docker-compose.yml in Flowise

cd Flowise && cd docker

Modify the file to:

version: '3.1'
 
services:
    flowise:
        image: flowiseai/flowise
        restart: always
        environment:
            - PORT=${PORT}
            - DEBUG=${DEBUG}
            - DATABASE_PATH=${DATABASE_PATH}
            - SECRETKEY_PATH=${SECRETKEY_PATH}
            - FLOWISE_SECRETKEY_OVERWRITE=${FLOWISE_SECRETKEY_OVERWRITE}
            - LOG_PATH=${LOG_PATH}
            - LOG_LEVEL=${LOG_LEVEL}
            - EXECUTION_MODE=${EXECUTION_MODE}
        ports:
            - '${PORT}:${PORT}'
        volumes:
            - ~/.flowise:/root/.flowise
        networks:
            - flowise_net
        command: /bin/sh -c "sleep 3; flowise start"
networks:
    flowise_net:
        name: chroma_net
        external: true

Spin up Flowise docker image

docker compose up -d

On the Chroma URL, for Windows and MacOS Operating Systems specify http://host.docker.internal:8000. For Linux based systems the default docker gateway should be used since host.docker.internal is not available: http://172.17.0.1:8000

Resources

AstraDB Couchbase