chore: update README.md

README.md

@@ -1,76 +1,7 @@
 # Cortex Monorepo
 
-This monorepo contains two projects: CortexJS and CortexCPP.
-
-## CortexJS: Stateful Business Backend
-
-* All of the stateful endpoints:
-	+ /threads
-	+ /messages
-	+ /models
-	+ /runs
-	+ /vector_store
-	+ /settings
-	+ /?auth
-	+ …
-* Database & Filesystem
-* API Gateway
-* Authentication & Authorization
-* Observability
-
-## CortexCPP: Stateless Embedding Backend
-
-* All of the high performance, stateless endpoints:
-	+ /chat/completion
-	+ /audio
-	+ /fine_tuning
-	+ /embeddings
-	+ /load_model
-	+ /unload_model
-* Kernel - Hardware Recognition
-
-## Project Structure
-
-```
-.
-├── cortex-js/
-│   ├── package.json
-│   ├── README.md
-│   ├── Dockerfile
-│   ├── docker-compose.yml
-│   ├── src/
-│   │   ├── controllers/
-│   │   ├── modules/
-│   │   ├── services/
-│   │   └── ...
-│   └── ...
-├── cortex-cpp/
-│   ├── app/
-│   │   ├── controllers/
-│   │   ├── models/
-│   │   ├── services/
-│   │   ├── ?engines/
-│   │   │   ├── llama.cpp
-│   │   │   ├── tensorrt-llm
-│   │   │   └── ...
-│   │   └── ...
-│   ├── CMakeLists.txt
-│   ├── config.json
-│   ├── Dockerfile
-│   ├── docker-compose.yml
-│   ├── README.md
-│   └── ...
-├── scripts/
-│   └── ...
-├── README.md
-├── package.json
-├── Dockerfile
-├── docker-compose.yml
-└── docs/
-    └── ...
-```
-
-# Install
+# Installation
+
 ## Prerequisites
 
 ### **Dependencies**
@@ -91,17 +22,18 @@ Before installation, ensure that you have installed the following:
 Ensure that your system meets the following requirements to run Cortex:
 
 - **OS**:
-    - MacOSX 13.6 or higher.
-    - Windows 10 or higher.
-    - Ubuntu 12.04 and later.
+  - MacOSX 13.6 or higher.
+  - Windows 10 or higher.
+  - Ubuntu 12.04 and later.
 - **RAM (CPU Mode):**
-    - 8GB for running up to 3B models.
-    - 16GB for running up to 7B models.
-    - 32GB for running up to 13B models.
+  - 8GB for running up to 3B models.
+  - 16GB for running up to 7B models.
+  - 32GB for running up to 13B models.
 - **VRAM (GPU Mode):**
-    - 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
-    - 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
-    - 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+
+  - 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+  - 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+  - 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
 
 - **Disk**: At least 10GB for app and model download.
 
@@ -152,6 +84,7 @@ cortex init
 > Nvidia
   Others (Vulkan)
 ```
+
 3. Select CPU instructions (will be deprecated soon).
 
 ```bash
@@ -165,22 +98,27 @@ cortex init
 2. Once downloaded, Cortex is ready to use!
 
 ### Step 4: Pull a model
+
 From HuggingFace
+
 ```bash
 cortex pull janhq/phi-3-medium-128k-instruct-GGUF
 ```
 
 From Jan Hub (TBD)
+
 ```bash
 cortex pull llama3
 ```
 
 ### Step 5: Chat
+
 ```bash
 cortex run janhq/phi-3-medium-128k-instruct-GGUF
 ```
 
 ## Run as an API server
+
 ```bash
 cortex serve
 ```

cortex-js/README.md

@@ -1,4 +1,5 @@
-# Install
+# Installation
+
 ## Prerequisites
 
 ### **Dependencies**
@@ -19,17 +20,18 @@ Before installation, ensure that you have installed the following:
 Ensure that your system meets the following requirements to run Cortex:
 
 - **OS**:
-    - MacOSX 13.6 or higher.
-    - Windows 10 or higher.
-    - Ubuntu 12.04 and later.
+  - MacOSX 13.6 or higher.
+  - Windows 10 or higher.
+  - Ubuntu 12.04 and later.
 - **RAM (CPU Mode):**
-    - 8GB for running up to 3B models.
-    - 16GB for running up to 7B models.
-    - 32GB for running up to 13B models.
+  - 8GB for running up to 3B models.
+  - 16GB for running up to 7B models.
+  - 32GB for running up to 13B models.
 - **VRAM (GPU Mode):**
-    - 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
-    - 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
-    - 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+
+  - 6GB can load the 3B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+  - 8GB can load the 7B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
+  - 12GB can load the 13B model (int4) with `ngl` at 120 ~ full speed on CPU/ GPU.
 
 - **Disk**: At least 10GB for app and model download.
 
@@ -80,6 +82,7 @@ cortex init
 > Nvidia
   Others (Vulkan)
 ```
+
 3. Select CPU instructions (will be deprecated soon).
 
 ```bash
@@ -93,22 +96,27 @@ cortex init
 2. Once downloaded, Cortex is ready to use!
 
 ### Step 4: Pull a model
+
 From HuggingFace
+
 ```bash
 cortex pull janhq/phi-3-medium-128k-instruct-GGUF
 ```
 
 From Jan Hub (TBD)
+
 ```bash
 cortex pull llama3
 ```
 
 ### Step 5: Chat
+
 ```bash
 cortex run janhq/phi-3-medium-128k-instruct-GGUF
 ```
 
 ## Run as an API server
+
 ```bash
 cortex serve
 ```