do-memory-core 0.1.30

Core episodic learning system for AI agents with pattern extraction, reward scoring, and dual storage backend
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144

//! Optimized Pattern Validator with Enhanced Confidence Thresholds
//!
//! Implements validated Quick Win optimizations for improved success rates.

mod applicator;
mod planned_step;
mod risk;
mod tool;
mod validator;

// Re-exports
pub use applicator::EnhancedPatternApplicator;
pub use planned_step::PlannedStep;
pub use risk::RiskAssessment;
pub use tool::{CompatibilityResult, Tool};
pub use validator::OptimizedPatternValidator;

#[cfg(test)]
mod tests {
    use super::*;
    use crate::types::{ComplexityLevel, TaskContext};
    use std::collections::HashMap;

    #[test]
    fn test_optimized_validator_confidence_threshold() {
        let validator = OptimizedPatternValidator::default();
        assert_eq!(validator.minimum_confidence, 0.85);
        assert_eq!(validator.minimum_sample_size, 5);
    }

    #[test]
    fn test_tool_compatibility_assessment() {
        let applicator = EnhancedPatternApplicator::new();

        let mut success_history = HashMap::new();
        success_history.insert("api_development".to_string(), 0.9);

        let tool = Tool::new("rust_compiler".to_string())
            .with_capabilities(vec!["compile".to_string(), "lint".to_string()])
            .with_success_history(success_history);

        let context = TaskContext {
            domain: "api_development".to_string(),
            language: Some("rust".to_string()),
            framework: None,
            complexity: ComplexityLevel::Moderate,
            tags: vec![],
        };

        let compatibility = applicator.assess_tool_compatibility(&tool, &context);
        assert!(compatibility > 0.5, "Expected high compatibility score");
    }

    #[test]
    fn test_tool_compatibility_with_empty_history() {
        let applicator = EnhancedPatternApplicator::new();

        // Tool with no success history
        let tool = Tool::new("new_tool".to_string());

        let context = TaskContext {
            domain: "api_development".to_string(),
            language: Some("rust".to_string()),
            framework: None,
            complexity: ComplexityLevel::Complex,
            tags: vec![],
        };

        let compatibility = applicator.assess_tool_compatibility(&tool, &context);

        // Should return a neutral score for tools with no history
        assert!((0.0..=1.0).contains(&compatibility));
    }

    #[test]
    fn test_planned_step_creation() {
        let planned_step = PlannedStep {
            tool: "compiler".to_string(),
            action: "compile".to_string(),
            expected_duration_ms: 5000,
            parameters: serde_json::json!({}),
        };

        assert_eq!(planned_step.tool, "compiler");
        assert_eq!(planned_step.action, "compile");
        assert_eq!(planned_step.expected_duration_ms, 5000);
    }

    #[test]
    fn test_tool_builder_pattern() {
        let tool = Tool::new("test_tool".to_string())
            .with_capabilities(vec!["cap1".to_string(), "cap2".to_string()]);

        assert_eq!(tool.name, "test_tool");
        assert_eq!(tool.capabilities.len(), 2);
    }

    #[test]
    fn test_validator_custom_thresholds() {
        // Test validator with custom thresholds
        let strict_validator = OptimizedPatternValidator::new(0.95, 10, 0.9);
        let lenient_validator = OptimizedPatternValidator::new(0.7, 3, 0.6);

        assert_eq!(strict_validator.minimum_confidence, 0.95);
        assert_eq!(strict_validator.minimum_sample_size, 10);
        assert_eq!(strict_validator.context_similarity_threshold, 0.9);

        assert_eq!(lenient_validator.minimum_confidence, 0.7);
        assert_eq!(lenient_validator.minimum_sample_size, 3);
        assert_eq!(lenient_validator.context_similarity_threshold, 0.6);
    }

    #[test]
    fn test_validator_thresholds() {
        let validator = OptimizedPatternValidator::new(0.8, 3, 0.7);

        assert_eq!(validator.minimum_confidence, 0.8);
        assert_eq!(validator.minimum_sample_size, 3);
        assert_eq!(validator.context_similarity_threshold, 0.7);
    }

    #[test]
    fn test_enhanced_applicator_creation() {
        let applicator = EnhancedPatternApplicator::new();
        let default_applicator = EnhancedPatternApplicator::default();

        // Both should create valid applicators
        // Test they can assess tool compatibility
        let tool = Tool::new("test".to_string());
        let context = TaskContext {
            domain: "test".to_string(),
            language: None,
            framework: None,
            complexity: ComplexityLevel::Simple,
            tags: vec![],
        };

        let score1 = applicator.assess_tool_compatibility(&tool, &context);
        let score2 = default_applicator.assess_tool_compatibility(&tool, &context);

        assert!((0.0..=1.0).contains(&score1));
        assert_eq!(score1, score2);
    }
}