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refactor: implemented state machines for retrieval pipeline, improved tracing
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@@ -0,0 +1,61 @@
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use serde::{Deserialize, Serialize};
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/// Tunable parameters that govern each retrieval stage.
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct RetrievalTuning {
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pub entity_vector_take: usize,
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pub chunk_vector_take: usize,
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pub entity_fts_take: usize,
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pub chunk_fts_take: usize,
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pub score_threshold: f32,
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pub fallback_min_results: usize,
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pub token_budget_estimate: usize,
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pub avg_chars_per_token: usize,
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pub max_chunks_per_entity: usize,
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pub graph_traversal_seed_limit: usize,
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pub graph_neighbor_limit: usize,
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pub graph_score_decay: f32,
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pub graph_seed_min_score: f32,
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pub graph_vector_inheritance: f32,
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}
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impl Default for RetrievalTuning {
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fn default() -> Self {
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Self {
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entity_vector_take: 15,
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chunk_vector_take: 20,
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entity_fts_take: 10,
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chunk_fts_take: 20,
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score_threshold: 0.35,
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fallback_min_results: 10,
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token_budget_estimate: 2800,
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avg_chars_per_token: 4,
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max_chunks_per_entity: 4,
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graph_traversal_seed_limit: 5,
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graph_neighbor_limit: 6,
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graph_score_decay: 0.75,
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graph_seed_min_score: 0.4,
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graph_vector_inheritance: 0.6,
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}
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}
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}
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/// Wrapper containing tuning plus future flags for per-request overrides.
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#[derive(Debug, Clone)]
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pub struct RetrievalConfig {
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pub tuning: RetrievalTuning,
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}
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impl RetrievalConfig {
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pub fn new(tuning: RetrievalTuning) -> Self {
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Self { tuning }
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}
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}
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impl Default for RetrievalConfig {
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fn default() -> Self {
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Self {
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tuning: RetrievalTuning::default(),
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}
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}
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}
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