diff --git a/README.md b/README.md
index e0c61a2..0d9ee5d 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 # DataTools Deduplicator
 
-Find and remove duplicate rows in CSV and Excel files — with fuzzy matching, smart normalization, and interactive review.
+Find and remove duplicate rows in CSV, delimited text, and Excel files — with fuzzy matching, smart normalization, and interactive review.
 
 ## Features
 
@@ -9,7 +9,7 @@ Find and remove duplicate rows in CSV and Excel files — with fuzzy matching, s
 - **5 built-in normalizers** — email (Gmail dot/plus), phone (E.164), name (titles/suffixes), address (USPS), string (whitespace/case)
 - **Merge mode** — fill missing fields in the surviving row from removed duplicates
 - **4 survivor rules** — keep first, last, most complete, or most recent row per group
-- **Interactive review** — inspect each match group and decide: merge, keep both, or skip
+- **Interactive review** — inspect match groups with inline checkboxes and column dropdowns, cherry-pick values, preview surviving rows live
 - **Config profiles** — save and reload your settings as JSON for repeatable runs
 - **Dual interface** — full CLI for automation, Streamlit GUI for visual review
 - **Dry-run by default** — preview what would change before writing anything
@@ -111,7 +111,6 @@ When `--apply` is used, three files are produced:
 
 - [CLI Reference](docs/CLI-REFERENCE.md) — every flag with examples and recipe sections
 - [Developer Guide](docs/DEVELOPER.md) — architecture, data flow, how to extend
-- [User Guide](docs/USER-GUIDE.md) — installation and usage for end users
 
 ## Requirements
 
diff --git a/docs/CLI-REFERENCE.md b/docs/CLI-REFERENCE.md
index 15e1d25..71541c9 100644
--- a/docs/CLI-REFERENCE.md
+++ b/docs/CLI-REFERENCE.md
@@ -10,7 +10,7 @@ python -m src.cli INPUT_FILE [OPTIONS]
 
 | Argument | Required | Description |
 |----------|----------|-------------|
-| `INPUT_FILE` | Yes | Path to the CSV or Excel file to deduplicate |
+| `INPUT_FILE` | Yes | Path to the CSV, delimited text, or Excel file to deduplicate |
 
 ## Options
 
diff --git a/docs/DEVELOPER.md b/docs/DEVELOPER.md
index 43d03dc..b36e5cf 100644
--- a/docs/DEVELOPER.md
+++ b/docs/DEVELOPER.md
@@ -90,17 +90,20 @@ Typer-based CLI with 17 options. Key responsibilities:
 ### src/gui/app.py — Streamlit GUI
 
 Single-page layout:
-- File upload with instant preview
+- File upload with instant preview and configurable delimiter (comma, tab, semicolon, pipe, or custom)
 - Advanced options expander (column selection, fuzzy, normalizers, survivor rule, merge, config profiles)
 - Find Duplicates button → runs `deduplicate()` with `progress_callback`
-- Interactive review: expandable match group cards with merge/keep/skip buttons
+- Interactive review via `st.data_editor` with inline checkboxes and column dropdowns
+- Batch actions: Accept All, Reject All, Clear Decisions
+- Apply review decisions and download cleaned results
 - Download buttons for deduplicated CSV, removed rows, and match groups report
 
 ### src/gui/components.py — Reusable GUI Widgets
 
-- **`match_group_card()`** — expandable card showing side-by-side row comparison with diff highlighting
-- **`config_panel()`** — the advanced options expander, returns a `DeduplicationConfig`
-- **`results_summary()`** — summary stats and download buttons
+- **`match_group_card()`** — expandable card with `st.data_editor`: inline Keep checkboxes per row, `SelectboxColumn` dropdowns for differing columns, and a live surviving rows preview
+- **`config_panel()`** — the advanced options expander, returns settings dict with strategies, survivor rule, merge flag
+- **`results_summary()`** — summary metrics and download buttons
+- **`apply_review_decisions()`** — builds final DataFrames from user review decisions (merge, split, or keep-all per group) with column override support
 
 ## Data Flow