feat(rag): switch to rich context judge with reasoning (D3 strategy)

data: update ChromaDB vector store

tune(rag): calibrate relevance filter for raw logit scores

feat(api): replace Gemini generation filter with score gap + LLM fallback

feat(eval): add benchmark script to collect Gemini filter ground truth

feat(rag): add adaptive relevance filter (score gap + LLM fallback)

docs: implementation plan for search latency optimization

docs: spec for search latency optimization (score gap + LLM fallback)

style(frontend): update logo to SVG and adjust sizing

feat(frontend): add MediaStorm logo SVG

fix(rag): only rerank semantic queries, skip filter intents

fix(test): increase retrieval latency budget to 1000ms for reranker

test: add unit tests for eval/runner.py

test: add unit tests for rag/prompts.py build_context

feat: add LRU-cached embed_query to avoid re-embedding repeated searches

docs: update CLAUDE.md to reflect current architecture (FastAPI, no Gradio/sync)

feat(rag): integrate cross-encoder reranker into hybrid retrieval pipeline

chore: add missing __init__.py to all packages

chore: remove unused _drop_distant method from retriever

fix(cli): remove sync and serve commands referencing non-existent modules

feat(frontend): real logo, smooth scroll on results, mosaic gradient

feat(eval): add --pipeline flag for full pipeline eval (retriever + Gemini filter)

feat(eval): add cli.py eval command with diff and history

feat(eval): include expected IDs and missed UIDs in eval results

feat(eval): add quiet mode to eval_retrieval to avoid duplicate output

feat(eval): add display module for console formatting and diffs

feat(eval): add runner module for eval orchestration and JSON storage

docs: implementation plan for eval CLI

docs: spec for eval CLI to iterate on retrieval quality

feat: search catalogue UI, data cleanup, router decade detection

refactor(frontend): pass stories as prop to Landing

feat(frontend): wire App to Results view, update StoryCard

feat(frontend): add Results.svelte catalogue view

refactor(frontend): replace SSE client with sync search, delete chat

refactor: remove streaming generator and rewriter

feat(api): replace SSE chat with sync POST /api/search

docs: search interface implementation plan

docs: search interface design spec

feat(ui): view transitions, story grid 2x2, logo links, scroll UX

feat(mosaic): horizontal scrolling rows, random order, click-through links

fix(mosaic): gate animations behind animationReady, remove loading=lazy

feat(mosaic): JS orchestration — mount, measure heights, resize handler

feat(mosaic): masonry CSS with infinite scroll animations and hover pause

feat(mosaic): masonry column template with duplicated content for loop

feat(mosaic): add shuffle, column distribution, and state management

docs: mosaic redesign implementation plan

docs: mosaic redesign spec — masonry, infinite scroll, randomization

fix: pass token_type_ids to ONNX model when expected

fix: add tokenizer files for ONNX models

chore: add models and ingest cache for HF Spaces build