Update README.md

Author: bbzaffari

README.md

@@ -12,7 +12,7 @@ Designed for maximum performance and scalability, it integrates vector search, O
   - [Docker](#docker)
   - [Local](#local)
 * **2.** [Build & Testing](#build)
-* **3.** Publishing to PyPI
+* **3.** [Publishing to PyPI](#publishing-to-pypi)
 
 ---
 
@@ -35,9 +35,9 @@ Designed for maximum performance and scalability, it integrates vector search, O
 └── README.md
 ````
 
-- 🔗 **[Quick Start ↗](https://docs.puredocs.org/setup)**
-- 👉 **[Contributing to PureCPP ↗](docs/CONTRIBUTING.md)**
-- 🛠️ **[Using Pre-trained Models ↗](./models/README.md)**
+- **[Quick Start ↗](https://docs.puredocs.org/setup)**
+- **[Contributing to PureCPP ↗](docs/CONTRIBUTING.md)**
+- **[Download Pre-trained Models ↗](./models/README.md)**
 
 ---
 
@@ -84,7 +84,7 @@ cd purecpp
   ./scripts/env_config.sh
   ```
 
-  *This install python essential package, libtorch, FAISS, and configure Conan*
+  *This script install python essential package, libtorch, FAISS, and configure Conan*
 
 > [!CAUTION]
 >
@@ -109,7 +109,6 @@ cd purecpp
 >
 > * **Python** ≥ 3.8
 > * **CMake** ≥ 3.22
-> * **Rust**
 > * **GCC/G++** ≥ 13
 
 #### 1. Installing dependencies
@@ -162,8 +161,9 @@ source ~/.cargo/env
     ```bash
     source venv/bin/activate
     ```
+  *This practice minimizes conflicts between global packages and project-specific requirements.*
 
-  This practice minimizes conflicts between global packages and project-specific requirements. Use the steps below to create and activate the virtual environment.
+**Then run `env_config.sh` script**
 
 ```bash
 chmod +x scripts/*.sh