Overview
Release version 1.0.0
The ABC Atlas Assistant is an AI-driven assistant that enables users to interact with ABC Atlas datasets and metadata using natural language.
This release establishes the foundation for conversational data exploration across the ABC Atlas.
Provider: AWS Bedrock
Model: Claude Haiku 4.5
Leveraging: Cache Prompting, Vercel AI SDK
Agent Tools
Client Tools
Server Tools
Agent Capabilities
Natural Language Prompting
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Search across ABC Atlas datasets and visualizations
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Interaction with the ABC Atlas user guide
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Intelligent mapping of user intent to relevant datasets and APIs via agent tools
Visualization Capabilities
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Configure visualization parameters including filtering and coloring by cell properties and genes, plus dataset searching and selection
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Native rendering using platform components
Contextual Awareness
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Conversation history of four messages is maintained for follow-up queries
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Context-aware responses that understand previous interactions
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Enriched answers through metadata integration
Platform Integration
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Leverages existing Platform APIs
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Retrieval-Augmented Generation (RAG) for accurate, grounded responses
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Modular back-end architecture supporting future data source expansion
Technical Improvements
Back-end Architecture
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GraphQL resolvers with dynamic schema expansion for conversation history logging
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Streaming responses for improved user experience
Performance & Reliability
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Optimized API handling with asynchronous processing
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Enhanced caching for system prompts and tool calls
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Robust error handling with fallback responses