Selective chunking for long-tail search

Fix merge conflict markers in search.py

Improve embeddings and validation

Sync latest SearchAI and compare updates

Split AI summaries from fast data loads

fix search count, cluster data, and network filter

update key findings and add date context to compare communities

sync ui and backend with main for compare feature and reframe

TheScope - Political Discourse Analysis Dashboard