BaseUKF - Allocated Requirements¶
This document outlines the requirements allocated to the BaseUKF component within the AgentHeaven architecture.
1. Overview¶
BaseUKF (Unified Knowledge Format) serves as the foundation for knowledge representation in AgentHeaven. It defines the schema and serialization format for all knowledge artifacts.
2. Allocated Requirements¶
2.1 Functional Requirements¶
ID |
Requirement |
Implementation Details |
Priority |
|---|---|---|---|
FR-02 |
Knowledge Management |
Implements the core UKF schema and serialization |
High |
FR-05 |
Prompt Templating |
Stores prompt templates as UKF records |
High |
FR-19 |
Built-in UKF Types |
Implements KnowledgeUKFT, ExperienceUKFT, DocumentUKFT, and TemplateUKFT UKF types |
High |
FR-20 |
UKF Versioning |
Supports semantic versioning and derived knowledge items |
High |
FR-21 |
UKF Tagging System |
Provides structured tagging with slot:value format and filtering |
High |
FR-22 |
UKF Relationship Modeling |
Supports subject-relation-object tuples for knowledge linking |
Medium |
FR-23 |
UKF Content Composers |
Allows multiple text representations of knowledge content |
Medium |
FR-24 |
UKF Access Control |
Implements user/authority tuples for permission management |
Medium |
FR-25 |
UKF Lifecycle Management |
Supports time-based expiration and manual deactivation |
Medium |
FR-26 |
UKF Metadata Extensions |
Allows custom metadata and runtime profile tracking |
Low |
2.2 Non-Functional Requirements¶
ID |
Requirement |
Implementation Details |
Priority |
|---|---|---|---|
NFR-04 |
Documentation |
Ensures UKF schema is well-documented |
Medium |
NFR-06 |
Serialization Performance |
Optimizes UKF serialization/deserialization speed |
High |
NFR-07 |
Schema Validation |
Provides robust Pydantic-based field validation |
High |
NFR-08 |
Memory Efficiency |
Minimizes memory footprint for large knowledge collections |
Medium |
NFR-09 |
Hash Consistency |
Ensures deterministic ID and content hash generation |
High |
2.3 Cross-Component Dependencies¶
Component |
Description |
|---|---|
KLStore |
For persistent storage of UKF records |
KLEngine |
For retrieval and utilization of UKF records |
Prompts |
For template-to-UKF conversion |
3. Implementation Notes¶
[Add implementation notes here]
4. Open Issues¶
[List any open issues or questions]
Further Exploration¶
Tip: For more information about the UKF system in AgentHeaven, see:
Knowledge Base - Knowledge base management and retrieval
KLStore - Storage layer for knowledge objects
Main Guide (Python) - UKF - UKF implementation and usage in Python
Tip: For more information about AgentHeaven architecture, see:
Agent Component - Agent implementation and architecture
LLM Component - LLM integration and interface
Cache System - System caching and experience management