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

Update README for clarity and add workflow diagram

Add FIELD_REPORT.md detailing the development and purpose of ScholarScope

Drop saved column from dataset records

Refactor beginner guide notebook and README for clarity and consistency

Fix notebook search retry handling

Cap scrape latency and calibrate match scores

Optimize notebook search and scraping latency

Align notebook fallback with app results

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

Align notebook and documentation with app pipeline

Optimize staged scholarship research pipeline

Refactor code structure for improved readability and maintainability

Simplify notebook guide: use app backend directly, minimal code

Make notebook standalone, no src imports, all code embedded

Add ScholarScope notebook demo for profile-based research + markdown output

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