docs: update README and changelog to reflect ingestion folder addition

README.md

@@ -45,7 +45,8 @@ graph TD
 
 ├── README.md                     # System documentation & Dev guide
 ├── changelog                     # Version tracking and release history
-├── pyproject.toml                # Python project configuration
+├── pyproject.toml  
+├── ingestion/                    # Data ingested in Elasticsearch
 ├── docs/
 │   ├── AVAP Language: ...        # AVAP DSL Documentation
 │   │   └── AVAP.md

changelog

@@ -19,7 +19,6 @@ All notable changes to the **Brunix Assistance Engine** will be documented in th
 - RENAMED `docs/AVAP Language: Core Commands & Functional Specification` to `docs/avap_language_github_docs`.
 - REMOVED: `Makefile` file.
 - REMOVED: `scripts/start-tunnels.sh` script.
-- REMOVED `ingestion` folder.
 - DEPENDENCIES: `requirements.txt` updated with new libraries required by the new modules.
 - MOVED `scripts/generate_mbap.py` into `scripts/flows/generate_mbap.py`.