Refactor: Introduce QirrelContext and update core functionality

CHANGELOG.md

@@ -5,7 +5,27 @@ All notable changes to this project will be documented in this file.
 The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
 and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
 
-## [Unreleased]
+## [QIRRELCONTEXT IMPLEMENTATION 0.2.0]
+
+### Added
+- QirrelContext as the canonical context 
+- Namespaced fields: meta (requestId, timestamp, source, trace), memory (shortTerm, longTerm, cache), and llm (model, temperature, safety)
+- JSON serializability support for context persistence and transport
+- Backward compatibility safeguards for existing integrations
+
+### Changed
+- Replaced all IntentResult references with QirrelContext throughout codebase
+- Updated all processors (clean, extract, normalize, segment, advClean) to use QirrelContext
+- Modified LLM components and adapters to work with new context structure
+- Updated API functions to return QirrelContext instead of IntentResult
+- Refactored documentation to reflect new context architecture
+- Updated test suite to work with QirrelContext structure
+
+### Removed
+- Deprecated IntentResult interface and all related type definitions
+- Legacy processing patterns that bypassed canonical context
+
+## [QIRREL UPDATE 0.1.0]
 
 ### Added
 - Comprehensive documentation restructure with modular approach
@@ -53,4 +73,4 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ### Fixed
 - Performance issues by removing heavy regex usage
-- Type safety throughout the codebase
+- Type safety throughout the codebase

README.MD

@@ -24,7 +24,7 @@ npm install qirrel
 ```ts
 import { processText } from 'qirrel';
 const result = await processText('Contact John at john@example.com or call +1-555-123-4567');
-console.log(result.entities);
+console.log(result.data?.entities);
 // [
 //   { type: 'email', value: 'john@example.com', ... },
 //   { type: 'phone', value: '+1-555-123-4567', ... }
@@ -36,7 +36,7 @@ console.log(result.entities);
 ```ts
 import { processText } from 'qirrel';
 const result = await processText('Visit https://example.com for more info. Price: $29.99');
-console.log(result.entities);
+console.log(result.data?.entities);
 // [
 //   { type: 'url', value: 'https://example.com', ... },
 //   { type: 'number', value: '29.99', ... }
@@ -49,7 +49,7 @@ console.log(result.entities);
 import { Pipeline } from 'qirrel';
 const pipeline = new Pipeline();
 const result = await pipeline.process('Check out https://github.com and email support@example.com');
-console.log(result.entities);
+console.log(result.data?.entities);
 ```
 
 ## LLM Integration