Miscellaneous format and editorial updates (infiniflow#807)

### Type of change

- [x] Documentation Update

Author: writinwaters

docs/_category_.json

@@ -0,0 +1,8 @@
+{
+  "label": "Build from Source",
+  "position": 1,
+  "link": {
+    "type": "generated-index",
+    "description": "building infinity from source"
+  }
+}

docs/build_from_source.md

@@ -1,3 +1,8 @@
+---
+sidebar_position: 1
+slug: /
+---
+
 # Build from Source
 
 Infinity can only be compiled natively on Linux. If your operating system is not Linux, build it using Docker.

docs/faqs/_category_.json

@@ -0,0 +1,8 @@
+{
+  "label": "FAQ",
+  "position": 3,
+  "link": {
+    "type": "generated-index",
+    "description": "Frequently Asked Questions"
+  }
+}

docs/faq.md docs/faqs/faq.md

@@ -1,3 +1,8 @@
+---
+sidebar_position: 1
+slug: /faq
+---
+
 ## Extensive Reading: Frequently Asked Questions
 
 ## What is Retrieval-Augmented Generation?
@@ -23,4 +28,4 @@ In addition to basic vector search, an AI-vector database also offers advanced c
 
 ## Where can I find a benchmark report of your database?
 
-You can find a benchmark report on Infinity, the AI-native database, [here]().
+You can find a benchmark report on Infinity, the AI-native database, [here](../references/benchmark.md).

CONTRIBUTING.md docs/references/CONTRIBUTING.md

@@ -1,3 +1,8 @@
+---
+sidebar_position: 0
+slug: /contribution_guidelines
+---
+
 # Contribution Guidelines
 
 Thanks for wanting to contribute to Infinity. This document offers guidlines and major considerations for submitting your contributions. 

docs/references/_category_.json

@@ -0,0 +1,8 @@
+{
+  "label": "References",
+  "position": 2,
+  "link": {
+    "type": "generated-index",
+    "description": "miscellaneous references"
+  }
+}

docs/benchmark.md docs/references/benchmark.md

@@ -1,3 +1,7 @@
+---
+sidebar_position: 1
+slug: /benchmark
+---
 # Benchmark
 
 Infinity provides a Python script for benchmarking the SIFT1M and GIST1M datasets.
@@ -6,8 +10,8 @@ Infinity provides a Python script for benchmarking the SIFT1M and GIST1M dataset
 
 You have two options for building Infinity. Choose the option that best fits your needs:
 
-- [Build Infinity using Docker](../README.md)
-- [Build from source](./build_from_source.md)
+- [Build Infinity using Docker](https://github.com/infiniflow/infinity/blob/main/README.md)
+- [Build from source](../build_from_source.md)
 
 ## Download the Benchmark datasets
 

docs/functions.md docs/references/functions.md

@@ -1,3 +1,7 @@
+---
+sidebar_position: 2
+slug: /miscellaneous_functions
+---
 # Functions
 
 ## Aggregate

docs/http_api_reference.md docs/references/http_api_reference.md

@@ -1,8 +1,13 @@
+---
+sidebar_position: 3
+slug: /html_api_reference
+---
+
 # HTTP API Reference
 
 ## Create database
 
-create a new database.
+Creates a new database.
 
 #### Request
 ```http request
@@ -33,11 +38,9 @@ curl --request POST \
 }
 ```
 
----
-
 ## Drop database
 
-Drop a database.
+Drops a database.
 
 #### Request
 ```http request
@@ -68,11 +71,9 @@ curl --request DELETE \
 }
 ```
 
----
-
 ## Retrieve a database
 
-Retrieve a database.
+Retrieves a database.
 
 #### Request
 ```http request
@@ -99,11 +100,9 @@ curl --request GET \
 }
 ```
 
----
-
 ## List databases
 
-Retrieve all databases of the system.
+Retrieves all databases of the system.
 
 #### Request
 ```http request
@@ -125,11 +124,9 @@ curl --request GET \
 }
 ```
 
----
-
 ## Create table
 
-create a new table.
+creates a new table.
 
 #### Request
 ```http request
@@ -187,11 +184,9 @@ curl --request POST \
 }
 ```
 
----
-
 ## Drop table
 
-drop a table.
+Drops a table.
 
 #### Request
 ```http request
@@ -222,11 +217,9 @@ curl --request DELETE \
 }
 ```
 
----
-
 ## List tables
 
-list tables of the database.
+Lists tables of the database.
 
 #### Request
 ```http request
@@ -265,11 +258,9 @@ curl --request GET \
 }
 ```
 
----
-
 ## Retrieve a table
 
-Retrieve a table from a database
+Retrieves a table from a database.
 
 #### Request
 ```http request
@@ -312,11 +303,9 @@ curl --request GET \
 }
 ```
 
----
-
 ## Create index
 
-create an index on the table.
+Creates an index on the table.
 
 #### Request
 ```http request
@@ -359,10 +348,9 @@ curl --request POST \
 }
 ```
 
----
 ## Drop index
 
-Drop index
+Drops an index.
 
 #### Request
 ```http request
@@ -388,11 +376,9 @@ curl --request DELETE \
 }
 ```
 
----
-
 ## Insert
 
-Insert data into table
+Inserts data into a specified table.
 
 #### Request
 ```http request
@@ -434,11 +420,9 @@ curl --request POST \
 }
 ```
 
----
-
 ## Delete
 
-delete data from table
+Deletes data from a specified table.
 
 #### Request
 ```http request
@@ -470,11 +454,9 @@ curl --request DELETE \
 }
 ```
 
----
-
 ## Update
 
-update data in table
+Updates data in a specified table.
 
 #### Request
 ```http request
@@ -510,11 +492,9 @@ curl --request PUT \
 }
 ```
 
----
-
 ## Select
 
-select data from table
+Selects data from a specified table.
 
 #### Request
 ```http request
@@ -589,11 +569,10 @@ curl --request GET \
 }
 ```
 
----
 
 ## Show variables
 
-Get variables
+Gets variables.
 
 #### Request
 ```http request
@@ -617,6 +596,4 @@ curl --request GET \
     "error_code": 3027,
     "error_message": "No variable {variable_name}."
 }
-```
-
----
+```