Memory Systems
Context memory across report sections ensures consistency, prevents repetition, and maintains coherent narratives in AI-generated content.
What is Memory?#
Memory Systems in PromptReports provide contextual continuity across multi-section report generation. When generating long-form content, the AI extracts and stores key information from each section, making it available when generating subsequent sections. This prevents contradictions, avoids repetition, and ensures a coherent narrative throughout the report.
Contextual Continuity
Information flows between sections for consistent, connected content.
Contradiction Prevention
The AI remembers previous statements to avoid conflicting information.
Repetition Avoidance
Previously covered topics are tracked to prevent redundant content.
Coherent Narratives
Build on earlier concepts for natural flow and progression.
Automatic Operation
Memory Types#
The system categorizes extracted information into different types based on their nature:
| Type | Description | Examples |
|---|---|---|
| Entity | Named things: people, companies, products, locations | "Acme Corp", "John Smith", "Product X" |
| Fact | Specific claims or data points | "Revenue grew 25%", "Founded in 2015" |
| Terminology | Domain-specific terms and definitions | "AI agents", "Market segmentation" |
| Reference | Sources, citations, and cross-references | "According to the 2023 report", "See Section 2" |
Each memory item also has an importance score that helps the system prioritize what context to include when generating new content, especially when dealing with token limits.
How Memory Works#
Memory operates in a continuous cycle during report generation:
Section Generation
Extraction
Storage
Retrieval
Continuity
Execution Contexts#
Each report generation creates an execution context that stores memories for that specific run. You can view and manage these contexts from the Memory Systems page.
Context Isolation
Each report has its own memory context, preventing cross-contamination.
Persistent Storage
Memories persist for the duration of the report generation process.
Fast Retrieval
Optimized storage enables quick access to relevant memories.
Easy Cleanup
Clear memories for a context when no longer needed.
Managing Memory#
The Memory Systems page provides tools to view and manage execution contexts:
| Action | Description |
|---|---|
| View Memories | Browse all stored memories for an execution context |
| Filter by Type | Focus on specific memory types (entities, facts, etc.) |
| See Importance | Review the importance scores assigned to each memory |
| Refresh | Reload the latest memories for the current context |
| Clear All | Delete all memories for a specific execution context |
Clearing Memories
Pro Tips#
Best Practices
- Let the memory system work automatically - manual intervention is rarely needed
- For very long reports, consider structuring sections to build on each other logically
- Review memories if you notice inconsistencies in generated content
- Use the Memory page to debug issues with cross-section consistency
- Clear old execution contexts periodically to free up storage
- The importance score helps prioritize which memories are most relevant
Memory Systems are a key differentiator for generating long-form, professional reports. They ensure that your 10-page report reads like a cohesive document rather than disconnected sections stitched together.