Update README.md

Author: adamlaho

README.md

@@ -11,10 +11,10 @@ A comprehensive framework that combines AI-assisted computational chemistry rese
   - [Installation](#installation)
   - [API Configuration](#api-configuration)
   - [Usage](#usage)
-- [AMLP-analysis: Automated Machine Learning Pipeline - Analysis module](#AMLP-analysis:-automated-machine-learning-pipeline-analysis-module)
-  - [What Can AMLP-Analysis Do?](#what-can-amla-do)
-  - [Getting Started with AMLa](#getting-started-with-amla)
-  - [How to Use AMP-A](#how-to-use-amla)
+- [AMLP-analysis: Automated Machine Learning Pipeline - Analysis Module](#amlp-analysis-automated-machine-learning-pipeline---analysis-module)
+  - [What Can AMLP-Analysis Do?](#what-can-amlp-analysis-do)
+  - [Getting Started with AMLP-Analysis](#getting-started-with-amlp-analysis)
+  - [How to Use AMLP-Analysis](#how-to-use-amlp-analysis)
 
 ## Multi-Agent DFT Research System