[BUG]: chroma/sync error #164
Description
How are you running VectorAdmin?
Docker (local)
What happened?
I am unable to view ChromaDb content through VectorAdmin. I push data to ChromaDb using Python. My ChromaDb queries, from python, work fine. However, I am not able to view any of ChromaDb entries in VectorAdmin.
Are there known steps to reproduce?
Both ChromaDb and VectorAdmin are running as docker containers. My docker compose:
version: "3.7"
services:
chroma-db:
image: chromadb/chroma:0.6.3
container_name: demo-chroma-server
ports:
- "9000:8000"
#http://localhost:9000/api/v1/heartbeat
vector-admin:
container_name: demo-vector-admin
image: 3x3cut0r/vector-admin:latest
restart: unless-stopped
ports:
- "2138:3001"
- "3355:3355"
- "8288:8288"
environment: # https://github.com/Mintplex-Labs/vector-admin/blob/master/docker/.env.example
SERVER_PORT: 3001
DATABASE_CONNECTION_STRING: "postgresql://vectoradmin:password@postgres:5432/vectoradmin"
JWT_SECRET: "random-string-goes-here"
INNGEST_EVENT_KEY: "background_workers"
INNGEST_SIGNING_KEY: "random-string-goes-here"
INNGEST_LANDING_PAGE: "true"
volumes:
# - "./.env:/app/backend/.env"
- vector-admin-data:/app/backend/storage
- vector-admin-hotdir:/app/document-processor/hotdir
depends_on:
- postgres
# https://hub.docker.com/_/postgres
postgres:
container_name: demo-vector-admin-postgres
image: postgres:16-alpine
restart: always
# ports:
# - 5432:5432
volumes:
- vector-admin-postgres:/var/lib/postgresql/data
environment:
POSTGRES_USER: "vectoradmin"
POSTGRES_PASSWORD: "password"
POSTGRES_DB: "vectoradmin"
volumes:
vector-admin-postgres:
name: demo-vector-admin-postgres
vector-admin-data:
name: demo-vector-admin-data
vector-admin-hotdir:
name: demo-vector-admin-hotdir
I used following basic Python script:
from langchain_community.vectorstores import Chroma
from langchain.embeddings.openai import OpenAIEmbeddings
from chromadb.config import Settings
from chromadb import HttpClient
import os
# Set your OpenAI API key (important!)
os.environ["OPENAI_API_KEY"] = "-----" # Replace with your actual key
embeddings = OpenAIEmbeddings()
vector_store = Chroma(
collection_name="emp_collection",
embedding_function=embeddings,
client=HttpClient(host='localhost', port=9000) #Chroma service running externally (docker container)
)
from langchain.docstore.document import Document
test_doc = Document(page_content="Test document", metadata={"test_key": "test_value"})
test_id = "test_id_1" # Test ID
vector_store.add_documents(documents=[test_doc], ids=[test_id])
The above code pushes data to ChromaDb. However, I am not able to view that information in VectorAdmin. If I click sync, I get following job response:
{
"canRetry": true,
"message": "Job failed with error",
"details": {}
}