Feng LiAzure authentication in GitHub actionsWhen we want GitHub actions to deploy or manage Azure resources (so called CI/CD for IaC) we need our GitHub action to authenticate with…3 min read·3 days ago----
Feng LiinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceUnderstanding Snowflake MFAMulti-Factor Authentication (MFA) capability in Snowflake uses more than one factor to authenticate user when accessing Snowflake. The key…5 min read·Jun 16, 2024----
Feng LiinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceUsing network policy to secure Snowflake — a practice of separation of duties (SoD)Network policy defines which network accesses to Snowflake will be allowed or blocked based on source IP ranges and private link IDs. To do…5 min read·Jun 14, 2024----
Feng LiinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceUnderstanding Two types of OAuth2 Authorization WorkflowsOAuth provides machine/client to machine/resource communication with trusted connections. Resource validates client through a access token…3 min read·Jun 7, 2024----
Feng LiinSnowflake Builders Blog: Data Engineers, App Developers, AI/ML, & Data ScienceSnowflake security integrations and the one with type of “API_AUTHENTICATION”Snowflake security integration object represents a security service: authentication service or authorization service etc. (Just like…6 min read·Jun 7, 2024----
Feng LiinGoPenAIAWS OpenSearch ML connector meets OpenAI modelsOpenSearch ML connector connects OpenSearch service and remote LLM services. ML connector enables OpenSearch ML APIs to talk to LLM models…11 min read·May 29, 2024----
Feng LiIceberg Tables in SnowflakeIceberg Tables in Snowflake are in public preview since first announced at Snowflake Summit 2022. In this post we’re looking at some…7 min read·Apr 3, 2024--2--2
Feng LiGenerative AI Capabilities in AWSAWS has SageMaker and Bedrock as two major services to support ML and Generative AI (LLM) workflows. Amazon Q is in preview as of Feb 2024…7 min read·Feb 5, 2024----
Feng LiSnowflake GenAI Capabilities 1: Inference Using Streamlit AppSnowflake has made it super easy to inference a LLM via it’s API. External access integration allows UDF or procedure to call OpenAI APIs…3 min read·Jan 28, 2024----
Feng LiTrying out vLLM in ColabvLLM Python library provides easy LLM model inference from HuggingFace and ModelScope. We’ll use some code from vLLM QuickStart in this…4 min read·Jan 26, 2024----