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Pass image as additional Insight context

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This commit is contained in:
Cameron
2026-01-10 11:30:01 -05:00
parent 084994e0b5
commit b2cc617bc2
9 changed files with 295 additions and 56 deletions
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39
src/bin/diagnose_embeddings.rs
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@@ -104,7 +104,10 @@ fn main() -> Result<()> {
));
}
Err(e) => {
println!("Warning: Failed to parse embedding for id {}: {}", row.id, e);
println!(
"Warning: Failed to parse embedding for id {}: {}",
row.id, e
);
}
}
}
@@ -205,11 +208,31 @@ fn main() -> Result<()> {
let count_below_03 = all_similarities.iter().filter(|&&s| s < 0.3).count();
println!("Similarity distribution:");
println!(" > 0.8: {} ({:.1}%)", count_above_08, 100.0 * count_above_08 as f32 / all_similarities.len() as f32);
println!(" > 0.7: {} ({:.1}%)", count_above_07, 100.0 * count_above_07 as f32 / all_similarities.len() as f32);
println!(" > 0.6: {} ({:.1}%)", count_above_06, 100.0 * count_above_06 as f32 / all_similarities.len() as f32);
println!(" > 0.5: {} ({:.1}%)", count_above_05, 100.0 * count_above_05 as f32 / all_similarities.len() as f32);
println!(" < 0.3: {} ({:.1}%)", count_below_03, 100.0 * count_below_03 as f32 / all_similarities.len() as f32);
println!(
" > 0.8: {} ({:.1}%)",
count_above_08,
100.0 * count_above_08 as f32 / all_similarities.len() as f32
);
println!(
" > 0.7: {} ({:.1}%)",
count_above_07,
100.0 * count_above_07 as f32 / all_similarities.len() as f32
);
println!(
" > 0.6: {} ({:.1}%)",
count_above_06,
100.0 * count_above_06 as f32 / all_similarities.len() as f32
);
println!(
" > 0.5: {} ({:.1}%)",
count_above_05,
100.0 * count_above_05 as f32 / all_similarities.len() as f32
);
println!(
" < 0.3: {} ({:.1}%)",
count_below_03,
100.0 * count_below_03 as f32 / all_similarities.len() as f32
);
println!();
// Identify "central" embeddings (high average similarity to all others)
@@ -255,7 +278,9 @@ fn main() -> Result<()> {
println!(" This explains why the same summaries always match.");
println!();
println!(" Possible causes:");
println!(" 1. Summaries have similar structure/phrasing (e.g., all start with 'Summary:')");
println!(
" 1. Summaries have similar structure/phrasing (e.g., all start with 'Summary:')"
);
println!(" 2. Embedding model isn't capturing semantic differences well");
println!(" 3. Daily conversations have similar topics (e.g., 'good morning', plans)");
println!();