diff --git a/docs/features/index.md b/docs/features/index.md
index 37680cc64..2461bea24 100644
--- a/docs/features/index.md
+++ b/docs/features/index.md
@@ -322,6 +322,7 @@
 - [SQL/PPL Bug Fixes](sql/sql-ppl-bug-fixes.md)
 - [SQL/PPL Engine](sql/sql-ppl-engine.md)
 - [SQL/PPL Breaking Changes](sql/sql-ppl-breaking-changes.md)
+- [PPL Rex and Regex Commands](sql/ppl-rex-and-regex-commands.md)
 
 ## asynchronous-search
 
diff --git a/docs/features/sql/ppl-rex-and-regex-commands.md b/docs/features/sql/ppl-rex-and-regex-commands.md
new file mode 100644
index 000000000..2646228f2
--- /dev/null
+++ b/docs/features/sql/ppl-rex-and-regex-commands.md
@@ -0,0 +1,223 @@
+# PPL Rex and Regex Commands
+
+## Summary
+
+The `regex` and `rex` commands provide comprehensive regex-based text processing capabilities in PPL (Piped Processing Language). The `regex` command filters records based on pattern matching, while the `rex` command extracts fields using named capture groups and performs text transformations. Both commands use Java's regex engine and are available in the Calcite query engine.
+
+## Details
+
+### Architecture
+
+```mermaid
+graph TB
+    subgraph "PPL Text Processing Commands"
+        A[PPL Query] --> B{Command Type}
+        B -->|regex| C[Pattern Filtering]
+        B -->|rex| D[Field Extraction/Transformation]
+    end
+    
+    subgraph "Regex Command Flow"
+        C --> E[Parse Pattern]
+        E --> F[REGEXP_CONTAINS]
+        F --> G{Negated?}
+        G -->|Yes| H[NOT Filter]
+        G -->|No| I[Filter Records]
+    end
+    
+    subgraph "Rex Command Flow"
+        D --> J{Mode}
+        J -->|extract| K[Named Group Extraction]
+        J -->|sed| L[Text Substitution]
+        K --> M[REX_EXTRACT UDF]
+        K --> N[REX_EXTRACT_MULTI UDF]
+        K --> O[REX_OFFSET UDF]
+        L --> P[REGEXP_REPLACE]
+        L --> Q[TRANSLATE3]
+    end
+```
+
+### Data Flow
+
+```mermaid
+flowchart LR
+    subgraph "Input"
+        A[Source Data]
+    end
+    
+    subgraph "Regex Processing"
+        B[regex command]
+        B --> C{Pattern Match?}
+        C -->|Yes| D[Include Record]
+        C -->|No| E[Exclude Record]
+    end
+    
+    subgraph "Rex Processing"
+        F[rex command]
+        F --> G{Mode}
+        G -->|extract| H[Create New Fields]
+        G -->|sed| I[Modify Field Value]
+    end
+    
+    A --> B
+    A --> F
+    D --> J[Output]
+    H --> J
+    I --> J
+```
+
+### Components
+
+| Component | Description |
+|-----------|-------------|
+| `Regex` | AST node for regex filter command |
+| `Rex` | AST node for rex extraction/transformation command |
+| `RegexCommonUtils` | Shared utilities for pattern compilation and caching |
+| `RexExtractFunction` | UDF for extracting single match from named capture group |
+| `RexExtractMultiFunction` | UDF for extracting multiple matches as array |
+| `RexOffsetFunction` | UDF for calculating match position offsets |
+
+### Configuration
+
+| Setting | Description | Default |
+|---------|-------------|---------|
+| `plugins.ppl.rex.max_match.limit` | Maximum value for `max_match` parameter to prevent memory exhaustion | 10 |
+
+### Regex Command
+
+The `regex` command filters records based on regex pattern matching against field values.
+
+#### Syntax
+
+```
+regex <field>=<pattern>
+regex <field>!=<pattern>
+```
+
+#### Parameters
+
+- `field`: Field name to match against (required)
+- `pattern`: Java regex pattern string (required)
+- `=`: Positive matching (include matches)
+- `!=`: Negative matching (exclude matches)
+
+#### Examples
+
+```sql
+-- Basic pattern matching
+source=accounts | regex lastname="^[A-Z][a-z]+$" | fields lastname
+
+-- Negative matching
+source=accounts | regex lastname!=".*son$" | fields lastname
+
+-- Email domain filtering
+source=accounts | regex email="@gmail\.com$" | fields email
+
+-- Complex patterns with character classes
+source=accounts | regex address="\d{3,4}\s+[A-Z][a-z]+\s+(Street|Lane)" | fields address
+
+-- Case-insensitive matching (using inline flag)
+source=accounts | regex state="(?i)ca" | fields state
+```
+
+### Rex Command
+
+The `rex` command extracts fields using named capture groups or performs text transformations.
+
+#### Syntax
+
+```
+rex field=<field> "<pattern>" [max_match=<int>] [offset_field=<string>]
+rex field=<field> mode=sed "<sed-expression>"
+```
+
+#### Parameters
+
+- `field`: Source field to process (required)
+- `pattern`: Regex with named capture groups `(?<name>pattern)` (required for extract mode)
+- `max_match`: Maximum matches to extract (default: 1, 0=unlimited capped to limit)
+- `offset_field`: Field name to store match positions
+- `mode`: `extract` (default) or `sed`
+
+#### Extract Mode Examples
+
+```sql
+-- Basic field extraction
+source=accounts | rex field=email "(?<username>[^@]+)@(?<domain>[^.]+)" 
+| fields email, username, domain
+
+-- Multiple named groups
+source=accounts | rex field=email "(?<user>[a-zA-Z0-9._%+-]+)@(?<domain>[a-zA-Z0-9.-]+)\.(?<tld>[a-zA-Z]{2,})" 
+| fields email, user, domain, tld
+
+-- Multi-value extraction (returns array)
+source=accounts | rex field=address "(?<words>[A-Za-z]+)" max_match=3 
+| fields address, words
+
+-- Position tracking
+source=accounts | rex field=email "(?<username>[^@]+)@(?<domain>[^.]+)" offset_field=matchpos 
+| fields email, username, domain, matchpos
+
+-- Chaining multiple rex commands
+source=accounts | rex field=firstname "(?<firstinitial>^.)" 
+| rex field=lastname "(?<lastinitial>^.)" 
+| fields firstname, lastname, firstinitial, lastinitial
+```
+
+#### Sed Mode Examples
+
+```sql
+-- Basic substitution
+source=accounts | rex field=email mode=sed "s/@.*/@company.com/" | fields email
+
+-- Global replacement
+source=logs | rex field=message mode=sed "s/ERROR/WARNING/g" | fields message
+
+-- Nth occurrence replacement
+source=data | rex field=text mode=sed "s/word/replacement/2" | fields text
+
+-- Case-insensitive replacement
+source=data | rex field=text mode=sed "s/error/ERROR/gi" | fields text
+
+-- Character transliteration
+source=data | rex field=title mode=sed "y/ /_/" | fields title
+
+-- Backreferences in replacement
+source=data | rex field=phone mode=sed "s/(\d{3})(\d{3})(\d{4})/\1-\2-\3/" | fields phone
+```
+
+### Comparison with Related Commands
+
+| Feature | regex | rex | parse |
+|---------|-------|-----|-------|
+| Pattern Type | Java Regex | Java Regex | Java Regex |
+| Named Groups Required | No | Yes (extract mode) | Yes |
+| Filtering by Match | Yes | No | Yes |
+| Multiple Matches | No | Yes | No |
+| Text Substitution | No | Yes (sed mode) | No |
+| Offset Tracking | No | Yes | No |
+
+## Limitations
+
+- **Calcite Engine Only**: Both commands require `plugins.calcite.enabled=true`
+- **Named Group Naming**: Group names cannot contain underscores (Java regex limitation)
+- **String Fields Only**: `regex` command only works with string field types
+- **Max Match Limit**: `max_match` values exceeding the configured limit throw an error
+- **Sed Mode Restrictions**: `offset_field` cannot be used with `mode=sed`
+
+## Related PRs
+
+| Version | PR | Description |
+|---------|-----|-------------|
+| v3.3.0 | [#4083](https://github.com/opensearch-project/sql/pull/4083) | Implementation of `regex` command in PPL |
+| v3.3.0 | [#4109](https://github.com/opensearch-project/sql/pull/4109) | Core implementation of `rex` command (extract mode) |
+| v3.3.0 | [#4241](https://github.com/opensearch-project/sql/pull/4241) | Implementation of `sed` mode and `offset_field` in rex command |
+
+## References
+
+- [Issue #4082](https://github.com/opensearch-project/sql/issues/4082): RFC for regex command
+- [Issue #4108](https://github.com/opensearch-project/sql/issues/4108): RFC for rex command
+- [Java Pattern Documentation](https://docs.oracle.com/javase/8/docs/api/java/util/regex/Pattern.html): Java regex syntax reference
+
+## Change History
+
+- **v3.3.0** (2025-09): Initial implementation of `regex` and `rex` commands with extract mode, sed mode, and offset_field support
diff --git a/docs/releases/v3.3.0/features/sql/ppl-rex-and-regex-commands.md b/docs/releases/v3.3.0/features/sql/ppl-rex-and-regex-commands.md
new file mode 100644
index 000000000..252b750b4
--- /dev/null
+++ b/docs/releases/v3.3.0/features/sql/ppl-rex-and-regex-commands.md
@@ -0,0 +1,137 @@
+# PPL Rex and Regex Commands
+
+## Summary
+
+OpenSearch v3.3.0 introduces two new PPL commands for regex-based text processing: `regex` for pattern-based filtering and `rex` for field extraction and text transformation. These commands enable powerful text processing capabilities within PPL pipelines, supporting log analysis, data parsing, and text transformation workflows.
+
+## Details
+
+### What's New in v3.3.0
+
+This release adds comprehensive regex support to PPL through two complementary commands:
+
+1. **`regex` command**: Filters records based on regex pattern matching
+2. **`rex` command**: Extracts fields using named capture groups and performs text transformations
+
+Both commands are implemented in the Calcite query engine and use Java's regex engine for consistent behavior.
+
+### Technical Changes
+
+#### Architecture Changes
+
+```mermaid
+graph TB
+    subgraph "PPL Query Pipeline"
+        A[PPL Query] --> B[Parser]
+        B --> C[AST Builder]
+        C --> D[Calcite Visitor]
+    end
+    
+    subgraph "Regex Command"
+        D --> E[CalciteRelNodeVisitor]
+        E --> F[REGEXP_CONTAINS Filter]
+        F --> G[Script Query Pushdown]
+    end
+    
+    subgraph "Rex Command"
+        D --> H[CalciteRelNodeVisitor]
+        H --> I{Mode?}
+        I -->|extract| J[REX_EXTRACT UDF]
+        I -->|sed| K[REGEXP_REPLACE]
+        J --> L[Named Group Extraction]
+        K --> M[Text Substitution]
+    end
+```
+
+#### New Components
+
+| Component | Description |
+|-----------|-------------|
+| `Regex` AST Node | Represents regex filter command in AST |
+| `Rex` AST Node | Represents rex extraction/transformation command |
+| `RegexCommonUtils` | Shared utilities for pattern caching and named group extraction |
+| `RexExtractFunction` | UDF for single-match field extraction |
+| `RexExtractMultiFunction` | UDF for multi-match field extraction (returns arrays) |
+| `RexOffsetFunction` | UDF for tracking match positions |
+
+#### New Configuration
+
+| Setting | Description | Default |
+|---------|-------------|---------|
+| `plugins.ppl.rex.max_match.limit` | Maximum allowed value for `max_match` parameter | 10 |
+
+### Usage Examples
+
+#### Regex Command - Pattern Filtering
+
+```sql
+-- Filter records where lastname matches pattern
+source=accounts | regex lastname="^[A-Z][a-z]+$" | fields account_number, lastname
+
+-- Negative matching - exclude records
+source=accounts | regex lastname!=".*son$" | fields account_number, lastname
+
+-- Email domain filtering
+source=accounts | regex email="@pyrami\.com$" | fields account_number, email
+```
+
+#### Rex Command - Field Extraction
+
+```sql
+-- Extract username and domain from email
+source=accounts | rex field=email "(?<username>[^@]+)@(?<domain>[^.]+)" 
+| fields email, username, domain
+
+-- Extract multiple matches as array
+source=accounts | rex field=address "(?<words>[A-Za-z]+)" max_match=3 
+| fields address, words
+
+-- Track match positions
+source=accounts | rex field=email "(?<user>[^@]+)" offset_field=positions 
+| fields email, user, positions
+```
+
+#### Rex Command - Text Transformation (sed mode)
+
+```sql
+-- Replace email domain
+source=accounts | rex field=email mode=sed "s/@.*/@company.com/" | fields email
+
+-- Global replacement
+source=logs | rex field=message mode=sed "s/ERROR/WARNING/g" | fields message
+
+-- Character transliteration
+source=data | rex field=title mode=sed "y/ /_/" | fields title
+```
+
+### Migration Notes
+
+- Both commands require `plugins.calcite.enabled=true` (Calcite engine)
+- Named capture groups must use Java regex syntax: `(?<name>pattern)`
+- Group names cannot contain underscores due to Java regex limitations
+- The `max_match=0` (unlimited) is automatically capped to the configured limit
+
+## Limitations
+
+- **Calcite Engine Only**: Commands are not available in the legacy SQL engine
+- **Named Group Naming**: Group names must start with a letter and contain only alphanumeric characters (no underscores)
+- **String Fields Only**: `regex` command only supports string field types
+- **Max Match Limit**: `max_match` values exceeding the configured limit will throw an error
+
+## Related PRs
+
+| PR | Description |
+|----|-------------|
+| [#4083](https://github.com/opensearch-project/sql/pull/4083) | Implementation of `regex` command in PPL |
+| [#4109](https://github.com/opensearch-project/sql/pull/4109) | Core implementation of `rex` command (extract mode) |
+| [#4241](https://github.com/opensearch-project/sql/pull/4241) | Implementation of `sed` mode and `offset_field` in rex command |
+
+## References
+
+- [Issue #4082](https://github.com/opensearch-project/sql/issues/4082): RFC for regex command
+- [Issue #4108](https://github.com/opensearch-project/sql/issues/4108): RFC for rex command
+- [Java Pattern Documentation](https://docs.oracle.com/javase/8/docs/api/java/util/regex/Pattern.html): Java regex syntax reference
+
+## Related Feature Report
+
+- [Full feature documentation](../../../../features/sql/ppl-rex-and-regex-commands.md)
diff --git a/docs/releases/v3.3.0/index.md b/docs/releases/v3.3.0/index.md
index 20a8bbd9d..c1799e346 100644
--- a/docs/releases/v3.3.0/index.md
+++ b/docs/releases/v3.3.0/index.md
@@ -137,6 +137,7 @@
 ### SQL
 
 - [PPL Rename Command - Wildcard Support](features/sql/ppl-rename-command.md)
+- [PPL Rex and Regex Commands](features/sql/ppl-rex-and-regex-commands.md)
 - [PPL Spath Command](features/sql/ppl-spath-command.md)
 - [SQL/PPL Bug Fixes](features/sql/sql-ppl-bug-fixes.md)