From fc41abb9a9a012fc286f3f168d81f0fbc54a6c10 Mon Sep 17 00:00:00 2001
From: Antonino Lorenzo <94693967+antoninoLorenzo@users.noreply.github.com>
Date: Tue, 16 Jul 2024 20:12:52 +0200
Subject: [PATCH 1/3] Update EVALUATION.md

---
 EVALUATION.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/EVALUATION.md b/EVALUATION.md
index af89165..4b4ca41 100644
--- a/EVALUATION.md
+++ b/EVALUATION.md
@@ -16,7 +16,7 @@
 ## Introduction
 
 Our objective is to monitor and improve the RAG pipeline for **AI-OPS**, that requires context-specific data from 
-*Cybersecurity* and *Penetration Testing* fields; also we want the evaluation process to be as automated as possible.
+*Cybersecurity* and *Penetration Testing* fields.
 
 The evaluation workflow is split in two steps:
 

From 71eb27d7407c18c660a2466fbd50d250eb8ee9b0 Mon Sep 17 00:00:00 2001
From: Antonino Lorenzo <94693967+antoninoLorenzo@users.noreply.github.com>
Date: Tue, 16 Jul 2024 20:13:11 +0200
Subject: [PATCH 2/3] Update EVALUATION.md

---
 EVALUATION.md | 8 +++-----
 1 file changed, 3 insertions(+), 5 deletions(-)

diff --git a/EVALUATION.md b/EVALUATION.md
index 4b4ca41..dfebf20 100644
--- a/EVALUATION.md
+++ b/EVALUATION.md
@@ -1,11 +1,9 @@
 **Table of Contents**
 1. [Agent Evaluation](#agent-evaluation)
 2. [RAG Evaluation](#rag-evaluation)
-   1. [Introduction](#introduction)
-   2. [Results](#results)
-      
-      3. [Context Precision](#context-precision)
-      4. [Context Recall](#context-recall)
+   - [Introduction](#introduction)
+   - [Results](#results)
+
 
 # 📈Agent Evaluation
 

From 6ae1859ac4f27451dc425d5a96e3ed600982ea8d Mon Sep 17 00:00:00 2001
From: Antonino Lorenzo <94693967+antoninoLorenzo@users.noreply.github.com>
Date: Tue, 16 Jul 2024 20:14:58 +0200
Subject: [PATCH 3/3] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 0fc136a..4209035 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
 3. [Installation](#-install)
    - [End-User](#end-user)
    - [Development](#development)
-4. [System Structure](#usage)
+4. [Usage](#usage)
    - [Components](#components)
    - [Supported Models](#supported-ollama-models)
 5. [Tools](#tools)