Documentation Index
Fetch the complete documentation index at: https://docs.obiguard.ai/llms.txt
Use this file to discover all available pages before exploring further.
Milvus is an open-source vector database built for GenAI applications.
It is built to be performant and scale to tens of billions of vectors with minimal performance loss.
Obiguard provides a proxy to Milvus, allowing you to use virtual keys and observability features.
Obiguard SDK Integration with Milvus
Obiguard provides a consistent API to interact with models from various providers. To integrate Milvus with Obiguard:
1. Install the Obiguard SDK
Add the Obiguard SDK to your application to interact with Milvus through Obiguard’s gateway.
2. Initialize Obiguard with a Virtual Key
To use Milvus with Obiguard, get your Milvus API key from here, then add it to Obiguard to create your Milvus virtual key.
Python SDK
OpenAI Python SDK
from obiguard import Obiguard
client = Obiguard(
obiguard_api_key="vk-obg***", # Your Obiguard virtual key
)
from openai import OpenAI
from obiguard import OBIGUARD_GATEWAY_URL, createHeaders
client = OpenAI(
base_url=OBIGUARD_GATEWAY_URL,
default_headers=createHeaders(
obiguard_api_key="vk-obg***", # Your Obiguard virtual key
provider="milvus",
custom_host="MILVUS_HOST" # Replace with your Milvus host example: https://in03-34d7b37f7ee12c7.serverless.gcp-us-west1.cloud.zilliz.com
)
)
3. Use the Obiguard SDK to interact with Milvus
Python SDK
OpenAI Python
cURL
from obiguard import Obiguard
client = Obiguard(
obiguard_api_key="vk-obg***", # Your Obiguard virtual key
custom_host="MILVUS_HOST" # Replace with your Milvus host example: https://in03-34d7b37f7ee12c7.serverless.gcp-us-west1.cloud.zilliz.com
)
response = client.post(
url="v2/vectordb/collections/list", # Replace with the endpoint you want to call
)
print(response)
from openai import OpenAI
from obiguard import OBIGUARD_GATEWAY_URL, createHeaders
openai = OpenAI(
api_key='MILVUS_API_KEY',
base_url=OBIGUARD_GATEWAY_URL,
default_headers=createHeaders(
provider="milvus",
obiguard_api_key="vk-obg***", # Your Obiguard virtual key
custom_host="MILVUS_HOST" # Replace with your Milvus host example: https://in03-34d7b37f7ee12c7.serverless.gcp-us-west1.cloud.zilliz.com
)
)
response = openai.post(
url="v2/vectordb/collections/list", # Replace with the endpoint you want to call
)
print(response)
curl --location --request POST 'https://gateway.obiguard.ai/v1/v2/vectordb/collections/list' \
-H 'x-obiguard-custom-host: https://in03-34d7b37f7de12c7.serverless.gcp-us-west1.cloud.zilliz.com' \
-H "x-obiguard-api-key: $OBIGUARD_API_KEY" \
