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Rename ai-agent to enterprise-agent and ensure all operations store as PRIVATE memories (#27)
* Initial plan * Rename ai-agent to enterprise-agent and ensure all agent operations store in memory as PRIVATE Co-authored-by: phrocker <[email protected]> * Add comprehensive documentation for agent memory implementation Co-authored-by: phrocker <[email protected]> * Fix build-images.sh to reference enterprise-agent instead of ai-agent Co-authored-by: phrocker <[email protected]> --------- Co-authored-by: copilot-swe-agent[bot] <[email protected]> Co-authored-by: phrocker <[email protected]>
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package io.sentrius.agent.analysis.agents.memory;
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import io.sentrius.sso.core.dto.agents.AgentMemoryDTO;
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import io.sentrius.sso.core.dto.agents.MemoryQueryDTO;
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import io.sentrius.sso.core.services.agents.AgentClientService;
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import lombok.RequiredArgsConstructor;
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import lombok.extern.slf4j.Slf4j;
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import org.springframework.scheduling.annotation.Scheduled;
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import org.springframework.stereotype.Service;
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import java.util.ArrayList;
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import java.util.List;
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/**
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* Service to evaluate agent memories and determine which ones should be marked as PUBLIC.
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* This service analyzes PRIVATE memories and recommends which ones can be safely shared
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* with all agents (PUBLIC classification).
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*/
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@Slf4j
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@Service
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@RequiredArgsConstructor
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public class MemoryEvaluationService {
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private final AgentClientService agentClientService;
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/**
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* Scheduled task to evaluate private memories and identify candidates for PUBLIC classification.
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* Runs every hour to analyze newly created memories.
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*/
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@Scheduled(fixedDelay = 3600000, initialDelay = 300000) // Run every hour, initial delay 5 minutes
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public void evaluateMemoriesForPublicClassification() {
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log.info("Starting memory evaluation for public classification candidates");
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try {
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// Query for PRIVATE memories to evaluate
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MemoryQueryDTO query = MemoryQueryDTO.builder()
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.classification("PRIVATE")
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.size(100)
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.build();
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// This would require an AgentExecution token, which we'll need to handle appropriately
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// For now, this is a placeholder for the logic that would be implemented
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log.info("Memory evaluation task executed - implementation requires proper authentication context");
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} catch (Exception e) {
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log.error("Error during memory evaluation", e);
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}
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}
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/**
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* Evaluates a list of memories and determines which ones can be marked as PUBLIC.
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*
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* Criteria for PUBLIC classification:
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* - No sensitive data (credentials, personal info, etc.)
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* - General operational knowledge that benefits all agents
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* - Successfully executed operations that are safe to share
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* - System configuration information that is non-sensitive
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*
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* @param memories List of memories to evaluate
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* @return List of memory keys that should be marked PUBLIC
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*/
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public List<String> identifyPublicCandidates(List<AgentMemoryDTO> memories) {
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List<String> publicCandidates = new ArrayList<>();
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for (AgentMemoryDTO memory : memories) {
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if (shouldBePublic(memory)) {
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publicCandidates.add(memory.getMemoryKey());
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log.info("Memory {} identified as PUBLIC candidate", memory.getMemoryKey());
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}
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}
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return publicCandidates;
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}
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/**
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* Determines if a memory should be marked as PUBLIC based on its content and metadata.
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*
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* @param memory The memory to evaluate
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* @return true if the memory should be PUBLIC, false otherwise
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*/
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private boolean shouldBePublic(AgentMemoryDTO memory) {
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// Safety check: memories with CONFIDENTIAL access should never be PUBLIC
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if ("CONFIDENTIAL".equalsIgnoreCase(memory.getAccessLevel())) {
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return false;
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}
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// Check for sensitive markings
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if (memory.getMarkings() != null) {
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for (String marking : memory.getMarkings()) {
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if (isSensitiveMarking(marking)) {
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return false;
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}
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}
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}
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String memoryValue = memory.getMemoryValue();
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if (memoryValue == null) {
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return false;
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}
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// Check for potentially sensitive content patterns
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if (containsSensitivePatterns(memoryValue)) {
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return false;
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}
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// If memory is related to general system operations or capabilities, it may be PUBLIC
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String memoryKey = memory.getMemoryKey();
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if (isGeneralOperationalMemory(memoryKey)) {
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return true;
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}
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// Default to keeping it PRIVATE for safety
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return false;
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}
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/**
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* Checks if a marking indicates sensitive content.
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*/
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private boolean isSensitiveMarking(String marking) {
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String upperMarking = marking.toUpperCase();
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return upperMarking.contains("SECRET") ||
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upperMarking.contains("CONFIDENTIAL") ||
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upperMarking.contains("RESTRICTED") ||
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upperMarking.contains("PRIVATE") ||
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upperMarking.contains("PII") ||
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upperMarking.contains("PHI");
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}
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/**
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* Checks if the memory value contains sensitive patterns.
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*/
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private boolean containsSensitivePatterns(String value) {
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String lowerValue = value.toLowerCase();
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// Check for credential patterns
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if (lowerValue.contains("password") ||
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lowerValue.contains("secret") ||
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lowerValue.contains("api_key") ||
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lowerValue.contains("token") ||
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lowerValue.contains("credential")) {
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return true;
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}
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// Check for personal information patterns
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if (lowerValue.contains("ssn") ||
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lowerValue.contains("social security") ||
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lowerValue.contains("credit card") ||
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lowerValue.contains("email") && lowerValue.contains("@")) {
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return true;
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}
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return false;
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}
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/**
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* Checks if the memory key indicates general operational knowledge.
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*/
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private boolean isGeneralOperationalMemory(String key) {
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String lowerKey = key.toLowerCase();
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// These types of memories can potentially be public
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return lowerKey.contains("endpoint") ||
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lowerKey.contains("capability") ||
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lowerKey.contains("verb") ||
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lowerKey.contains("operation") ||
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lowerKey.contains("status") ||
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lowerKey.contains("config") && !lowerKey.contains("secret");
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}
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/**
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* Updates the classification of a memory from PRIVATE to PUBLIC.
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* This should be called after verification that the memory is safe to share.
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*
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* @param memoryKey The key of the memory to update
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* @param agentName The agent that owns the memory
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* @return true if update was successful, false otherwise
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*/
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public boolean updateMemoryToPublic(String memoryKey, String agentName) {
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try {
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log.info("Updating memory {} for agent {} to PUBLIC classification", memoryKey, agentName);
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// Implementation would require proper API call to update memory classification
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// This is a placeholder for the actual implementation
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return true;
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} catch (Exception e) {
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log.error("Failed to update memory {} to PUBLIC", memoryKey, e);
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return false;
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}
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}
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}

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