reasoninglayer 0.2.1

Rust client SDK for the Reasoning Layer API
Documentation 
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//! Ontology RAG DTOs.

use std::collections::BTreeMap;

use serde::{Deserialize, Serialize};

use super::context::FeatureConfigDto;

/// Evidence source for a concept relationship.
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(tag = "type")]
pub enum EvidenceSourceDto {
    Explicit {
        #[serde(default, skip_serializing_if = "Option::is_none")]
        relation_term_id: Option<String>,
    },
    Emergent {
        unified_degree: f64,
    },
    Both {
        #[serde(default, skip_serializing_if = "Option::is_none")]
        relation_term_id: Option<String>,
        unified_degree: f64,
    },
}

/// Relation type for a related concept.
#[derive(Debug, Clone, Serialize, Deserialize)]
#[serde(tag = "type")]
pub enum RelationTypeDto {
    Explicit,
    Emergent { unified_features: Vec<String> },
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct ConceptMatchDto {
    pub canonical_name: String,
    pub concept_id: String,
    #[serde(default)]
    pub features: BTreeMap<String, serde_json::Value>,
    pub match_degree: f64,
    pub match_reason: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub name_variants: Option<serde_json::Value>,
    #[serde(default)]
    pub source_ids: Vec<String>,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct PrerequisiteInfoDto {
    pub below_threshold: bool,
    pub canonical_name: String,
    pub concept_id: String,
    pub depth: u32,
    pub evidence: EvidenceSourceDto,
    pub path: Vec<String>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub value: Option<f64>,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct DependentInfoDto {
    pub canonical_name: String,
    pub concept_id: String,
    pub depends_on: String,
    pub evidence: EvidenceSourceDto,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct RelatedInfoDto {
    pub canonical_name: String,
    pub concept_id: String,
    pub degree: f64,
    pub evidence: EvidenceSourceDto,
    pub relation_type: RelationTypeDto,
}

#[derive(Debug, Clone, Default, Serialize, Deserialize)]
pub struct OntologyRagStatsDto {
    pub embedding_search_ms: u64,
    pub emergent_discovered: u64,
    pub emergent_discovery_ms: u64,
    pub feature_unification_ms: u64,
    pub terms_searched: u64,
    pub terms_unified: u64,
}

#[derive(Debug, Clone, Serialize, Deserialize)]
pub struct OntologyRagRequest {
    pub concept_sort_id: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub concept_values: Option<BTreeMap<String, f64>>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub feature_config: Option<FeatureConfigDto>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub include_dependents: Option<bool>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub include_prerequisites: Option<bool>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub include_related: Option<bool>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub max_concepts: Option<u32>,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub min_degree: Option<f64>,
    pub query_text: String,
    #[serde(default, skip_serializing_if = "Option::is_none")]
    pub value_threshold: Option<f64>,
}

#[derive(Debug, Clone, Default, Serialize, Deserialize)]
pub struct OntologyRagResponse {
    #[serde(default)]
    pub dependents: Vec<DependentInfoDto>,
    #[serde(default)]
    pub prerequisites: Vec<PrerequisiteInfoDto>,
    #[serde(default)]
    pub primary_concepts: Vec<ConceptMatchDto>,
    #[serde(default)]
    pub related: Vec<RelatedInfoDto>,
    #[serde(default)]
    pub stats: OntologyRagStatsDto,
}