# Arize Release Notes: Aug 23, 2024 - **Published:** 2024-08-23 - **Updated:** 2026-10-08 - **Authors:** David Burch - **Canonical:** --- ![](https://arize.com/wp-content/uploads/2024/08/release-notes-20240823.png) Welcome to our regular update on new releases, enhancements, and changes. ## What’s New ### Create Spaces Programmatically Users can now [create spaces programmatically with graphQL](https://docs.arize.com/arize/api-reference/graphql-api/admin-api). ### Online Evals Update We added support for [three new LLM integrations for online tasks](https://docs.arize.com/arize/large-language-models/tasks-for-online-evals): Azure OpenAI, Bedrock, and Vertex / Gemini. [Automated Evaluation: Enable Online LLM Evals](https://www.youtube.com/embed/eyvcRAjXimw?feature=oembed) ### Event-Based Snowflake Jobs Users can now [trigger Snowflake queries using graphQL](https://docs.arize.com/arize/api-reference/graphql-api/table-importer-api#event-based-table-import-jobs). ## Enhancements ### Python SDK v7.20.1 - Enable delayed tags for stream logging - Experiment eval metadata - Ingest data to Arize using space\_id Learn about Python SDK fixes and improvements [here](https://pypi.org/project/arize/). ## πŸ“š New Content - πŸͺ‘ [How To Trace Your Haystack LLM App](https://arize.com/blog/trace-your-haystack-application-with-phoenix/) - πŸ¦™ [LlamaIndex Workflows](https://arize.com/blog/llamaindex-workflows-a-new-way-to-build-cyclical-agents/): Navigating a New Way To Build Cyclical Agents - 🚧 [Types of LLM Guardrails](https://arize.com/blog-course/llm-guardrails-types-of-guards/) - βœ‹ How To Use [Annotations for Human Feedback](https://arize.com/blog/how-to-use-annotations-to-collect-human-feedback-on-your-llm-application/) - πŸ§‘πŸ½β€βš–οΈ [Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges](https://arize.com/blog/judging-the-judges-llm-as-a-judge/) - πŸ¦™ Breaking Down [Llama 3](https://arize.com/blog/breaking-down-meta-llama-3/) - ✨ [How Flipkart Leverages Generative AI for 600 Million Users](https://arize.com/blog/how-flipkart-leverages-generative-ai-for-600-million-users/) - πŸ₯ [Atropos Health](https://arize.com/blog/how-atropos-health-accelerates-research-with-llm-observability/): Leveraging LLM Observability --- [More blog posts](https://arize.com/blog/sitemap.md)