Remove shadow from research button

Improve official funding source quality

Fix applicant origin semantics

Improve responsive UI behavior

Restore automatic research history saving

Move data notice to results panel

Add public history opt-out

Drop saved column from dataset records

Fix notebook search retry handling

Cap scrape latency and calibrate match scores

Broaden profile searches for more active results

Broaden funding search and streamline history data

Keep credible partial-match opportunities

Revert "Increase active opportunity coverage"

Increase active opportunity coverage

Filter expired deadlines and broaden valid results

Fix funding options form layout

Remove education level from research profile

Optimize staged scholarship research pipeline

Prompt: reject list pages, only return single direct-provider opportunities

Drop expired deadlines, accurate progress timer with elapsed time

Reduce search results to 8, trim LLM input, reduce scrape timeout

Per-type parallel search, trim LLM input for multi-type speedup

Add search to History tab backed by dataset

Show domain name as organization instead of subdomain label

Increase search results to 15

Switch inference provider to fireworks-ai

Replace Groq with Hugging Face Inference (DeepSeek-V4-Flash)

AI-filter to direct funding providers only

Fix empty search results: drop exclude_domains param

Direct scholarship links; inline search scraping

Improve funding/deadline extraction coverage

Emerald theme; extract real funding/deadline from sources

Multi-select funding type, history-only, short status, logo/favicon

Redesign UI: single-viewport layout, collapsible form, auto-save

Tighten ScholarScope landing layout

Improve research history interactions

Remove top navigation bar

Remove demo data fallback

Use real web results instead of demo fallback

Polish custom frontend with modern responsive UI

Add missing API key warning modal

Replace Blocks UI with custom gr.Server frontend

Build ScholarScope Gradio research agent