Amazon Bedrock re:Invent 2024 Features Launch Summary
The pace of Amazon Bedrock innovation is mind-boggling. To make it easier to go over all the features launched around re:Invent 2024 I compiled a list of launched features
Just over a year Amazon Bedrock was launched as GA service. Amazon Bedrock is a fully managed service that offers a choice of industry leading foundation models (FMs) along with a broad set of capabilities that you need to build generative AI application.
The pace of innovation is mind-boggling. To make it easier to go over all the features launched around re:Invent 2024 I compiled this list of launched features
- LLMs
- Knowledge Bases and RAG
- Amazon Bedrock Knowledge Bases now supports structured data retrieval – Announcement here
- Amazon Bedrock Knowledge Bases now supports GraphRAG (preview) - Announcement here , blog post here
- Amazon Bedrock Knowledge Bases now processes multimodal data – Announcement here , blog post here
- Amazon Bedrock Knowledge Bases now supports RAG evaluation (Preview) - Announcement here , blog post here
- Amazon Bedrock Model Evaluation now includes LLM-as-a-judge (Preview) - Announcement here , blog post here
- Amazon Bedrock Knowledge Bases now provides auto-generated query filters for improved retrieval - Announcement here
- Amazon Bedrock Knowledge Bases now supports custom connectors and ingestion of streaming data - Announcement here , blog post here , documentation here
- Amazon Bedrock Knowledge Bases now supports streaming responses - Announcement here , documentation here
- Amazon Bedrock now supports Rerank API to improve accuracy of RAG applications - Announcement here , blog post here , documentation here
- Amazon Aurora now available as a quick create vector store in Amazon Bedrock Knowledge Bases - Announcement here , blog post here
- Guardrails
- Agents
- Prompt management and optimization
- Amazon Bedrock announces preview of prompt caching – Announcement here , blog post here , documentation here
- Amazon Bedrock Intelligent Prompt Routing is now available in preview – Announcement here , blog post here
- Introducing Prompt Optimization in Preview in Amazon Bedrock – Announcement here , blog post here , documentation here
- Amazon Bedrock Prompt Management is now generally available – Announcement here , blog post here , documentation here
- General
- Announcing new AWS AI Service Cards to advance responsible generative AI - Announcement here
- Introducing latency-optimized inference for foundation models in Amazon Bedrock – Announcement here , documentation here
- Amazon Bedrock Data Automation now available in preview - Announcement here
- Amazon Bedrock Model Distillation is now available in preview - Announcement here , blog post here
- Announcing Amazon Bedrock IDE in preview as part of Amazon SageMaker Unified Studio - Announcement here , documentation here
- Amazon Bedrock Flows is now generally available with two new capabilities – Announcement here , blog post here , documentation here
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