Modified readme with helpful links, added tutorial jupyter notebook file

Author: avthars

README.md

@@ -1,9 +1,18 @@
-# Timescale-vector
+# Timescale Vector
 
 <!-- WARNING: THIS FILE WAS AUTOGENERATED! DO NOT EDIT! -->
 
-This file will become your README and also the index of your
-documentation.
+PostgreSQL++ for AI Applications.
+
+- [Documentation and
+  Tutorials](https://timescale.github.io/python-vector/).
+- [Signup for Timescale
+  Vector](https://console.cloud.timescale.com/signup?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct):
+  Get 90 days free to try Timescale Vector on the Timescale cloud data
+  platform. There is no self-managed version at this time.
+- [Learn
+  more](https://www.timescale.com/blog/how-we-made-postgresql-the-best-vector-database/?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct):
+  Learn more about Timescale Vector, how it works and why we built it.
 
 ## Install
 
@@ -276,6 +285,5 @@ rec = await vec.search([1.0, 2.0], limit=4, uuid_time_filter=client.UUIDTimeRang
 
 ## Development
 
-Please note that this project is developed with
-[nbdev](https://nbdev.fast.ai/). Please see that website for the
-development process.
+This project is developed with [nbdev](https://nbdev.fast.ai/). Please
+see that website for the development process.

nbs/index.ipynb

@@ -5,17 +5,19 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Timescale-vector\n",
-    "\n",
-    "> Python library for storing vector data in Postgres"
+    "# Timescale Vector"
    ]
   },
   {
    "attachments": {},
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This file will become your README and also the index of your documentation."
+    "PostgreSQL++ for AI Applications.\n",
+    "\n",
+    "- [Documentation and Tutorials](https://timescale.github.io/python-vector/).\n",
+    "- [Signup for Timescale Vector](https://console.cloud.timescale.com/signup?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct): Get 90 days free to try Timescale Vector on the Timescale cloud data platform. There is no self-managed version at this time.\n",
+    "- [Learn more](https://www.timescale.com/blog/how-we-made-postgresql-the-best-vector-database/?utm_campaign=vectorlaunch&utm_source=github&utm_medium=direct): Learn more about Timescale Vector, how it works and why we built it."
    ]
   },
   {
@@ -670,7 +672,7 @@
    "source": [
     "## Development\n",
     "\n",
-    "Please note that this project is developed with [nbdev](https://nbdev.fast.ai/). Please see that website for the development process."
+    "This project is developed with [nbdev](https://nbdev.fast.ai/). Please see that website for the development process."
    ]
   },
   {

nbs/sidebar.yml

@@ -3,3 +3,4 @@ website:
     contents:
       - index.ipynb
       - 00_vector.ipynb
+      - tsv_python_getting_started_tutorial.ipynb