final changes

spiceaidocs/config.toml

@@ -70,7 +70,7 @@ anchor = "smart"
 [[menu.main]]
     name = "GitHub"
     weight = 50
-    url = "https://github.com/spiceai"
+    url = "https://github.com/spiceai/spiceai"
 [[menu.main]]
     name = "Blog"
     weight = 60

spiceaidocs/content/en/cli/_index.md

@@ -32,13 +32,15 @@ A typical command-line workflow might be as follows:
 spice run
 ```
 
-In another terminal:
+Run new shell in the same folder:
 
 ```bash
-# Add a pod
-spice add samples/gardener
-# Re-train
-spice train gardener
+# Init new app
+spice init spice_app
+
+# Add the Quickstart Spicepod
+spice add spiceai/quickstart
+
 ```
 
 Common commands are:
@@ -75,9 +77,3 @@ spice upgrade
 The Spice.ai CLI is installed by default to `$HOME/.spice/bin/spice` and a line added to the shell config, such as `.zshrc`
 
 It can be uninstalled by deleting the `spice` binary and removing the PATH addition from the rc file.
-
-Find all of the Docker images that were installed by running:
-
-```bash
-docker image ls -f reference="ghcr.io/spiceai/*"
-```

spiceaidocs/content/en/cli/reference/_index.md

@@ -24,7 +24,6 @@ spice [command] [--help]
 | help        | Help about any command                                              |
 | init        | Initialize Pod - initializes a new pod in the project               |
 | login       | Login to Spice.ai                                                   |
-| pods        | Retrieve pods                                                       |
 | run         | Run Spice.ai - starts the Spice.ai runtime, installing if necessary |
 | sql         | Start an interactive SQL query session against the Spice.ai runtime |
 | upgrade     | Upgrades the Spice CLI to the latest release                        |
@@ -35,45 +34,3 @@ spice [command] [--help]
 All commands have a help flag **--help** or **-h** to print its usage documentation:
 
 - **--help** | **-h** : Print the help message
-
-### Export
-
-```bash
-spice export <podname> [--tag <tag>] [--overwrite] [--output <directory>]
-```
-
-- **--tag <tag>** : The tag to export the model from (default: "latest")
-- **--overwrite** : Overwrite a file that already exists
-- **--output <directory>** | **-o <directory>** : The output directory (default: ".")
-
-### Import
-
-```bash
-spice import <podname> [--tag <tag>]
-```
-
-- **--tag <tag>** : Specify which tag to import the model to (default: "latest")
-
-### Run
-
-```bash
-spice run [--context <context>]
-```
-
-- **--context <context>** : Runs Spice.ai in the given context, either 'docker' or 'metal' (default: "docker")
-
-### Train
-
-```bash
-spice train [--context <context>] [--learning-algorithm <algorithm>]
-```
-
-- **--context <context>** : Runs Spice.ai in the given context, either 'docker' or 'metal' (default: "docker")
-- **--learning-algorithm <algorithm>** : Train the pod with specified algorithm (default: "dql" or inherited from pod)
-- **--loggers <loggers>**: Train the pod with the specified comma-seperated list of loggers
-
-### Pods
-
-```bash
-spice pods list
-```

spiceaidocs/content/en/concepts/_index.md

@@ -32,7 +32,7 @@ The `spice` command line tool for interacting with the Spice.ai runtime during d
 
 ## Spice Runtime
 
-The Spice core runtime which runs as the daemon `spiced` and includes the AI and Data engines.
+The Spice core runtime which runs as the daemon `spiced` and includes the ML and Data engines.
 
 ## [spicerack.org](https://spicerack.org)
 

spiceaidocs/content/en/reference/Spicepod/_index.md

@@ -72,27 +72,6 @@ datasets:
       refresh: 1h
 ```
 
-## `functions`
-
-A Spicepod can contain one or more [functions](https://docs.spice.ai/reference/specifications/spice-functions-yaml-specification) referenced by relative path.
-
-**Example**
-
-A function referenced by path.
-
-```yaml
-functions:
-  - from: functions/nft_mint_counter
-```
-
-A function with a dependency on a dataset.
-
-```yaml
-functions:
-  - from: functions/nft_mint_counter
-    dependsOn: datasets/uniswap_v2_eth_usdc
-```
-
 ## `models`
 
 A Spicepod can contain one or more [models](https://docs.spice.ai/reference/specifications/models-yaml-specification) referenced by relative path.
@@ -102,7 +81,7 @@ A Spicepod can contain one or more [models](https://docs.spice.ai/reference/spec
 A model referenced by path.
 
 ```yaml
-functions:
+models:
   - from: models/gas_fees
 ```
 
@@ -112,6 +91,6 @@ A list of dependent Spicepods.
 
 ```yaml
 dependencies:
-  - lukekim/demo:0.1
+  - lukekim/demo
   - spicehq/nfts
 ```

spiceaidocs/content/en/reference/Spicepod/datasets.md

@@ -112,14 +112,14 @@ Optional. Enable or disable acceleration.
 
 ## `acceleration.refresh`
 
-Optional. The interval to refresh the data for the dataset if the dataset type is overwrite. Specified as a [duration literal]({{<ref "reference/duration">}}).
+Optional. The interval to refresh the data for the dataset if the dataset type is overwrite.
 
 For `append` datasets, the refresh interval not used.
 
 i.e. `1h` for 1 hour, `1m` for 1 minute, `1s` for 1 second, etc.
 
 ## `acceleration.retention`
 
-Optional. Only supported for `append` datasets. Specifies how long to retain data updates from the data source before they are deleted. Specified as a [duration literal]({{<ref "reference/duration">}}).
+Optional. Only supported for `append` datasets. Specifies how long to retain data updates from the data source before they are deleted.
 
 If not specified, the default retention is to keep all data.