Synchronize documentation. (#320)

Co-authored-by: Infinity Curator <[email protected]>

website/docs/guides/_category_.json

@@ -1,6 +1,6 @@
 {
   "label": "Guides",
-  "position": 1,
+  "position": 2,
   "link": {
     "type": "generated-index",
     "description": "Infinity usage guide"

website/docs/references/http_api_reference.mdx

@@ -1799,7 +1799,7 @@ curl --request GET \
         [
             "body"
         ],
-        "filter": "score >= 4.0",
+        "filter": "score >= 4.0 and name = '"'Toby'"'",
         "search":
         [
             {
@@ -1882,7 +1882,7 @@ curl --request GET \
       where each 'K' represents a parameter name and 'V' represents its value
     - Available parameters in 'extra_options':
       - **'minimum_should_match'**: specifies how many clauses in the 'matching_text' should be satisfied at least.
-        It can be in the following format:
+        It can be in the following formats:
         - Positive integer `N`: at least `N` clauses should be satisfied.
         - Negative integer `-N`: at least (total clause count - `N`) clauses should be satisfied.
         - Positive Percentage `N%`: at least `⌊total clause count * N%⌋` clauses should be satisfied.

website/docs/references/pysdk_api_reference.md

@@ -140,7 +140,7 @@ infinity_object.disconnect()
 ### create_database
 
 ```python
-infinity_object.create_database(db_name, conflict_type = ConflictType.Error)
+infinity_object.create_database(db_name, conflict_type = ConflictType.Error, comment = None)
 ```
 
 Creates a database with a specified name.
@@ -176,6 +176,10 @@ from infinity.common import ConflictType
 If `ConflictType` is not set, it defaults to `Error`.
 :::
 
+##### comment: `str`, *Optional*
+
+Additional comment for the database to create.
+
 #### Returns
 
 - Success: An `infinity.local_infinity.db.LocalDatabase` object in embedded mode or an `infinity.remote_thrift.db.RemoteDatabase` object in client-server mode.
@@ -194,14 +198,14 @@ infinity_object.create_database("my_database")
 ```python
 # Create a database named 'my_database':
 # If the specified database already exists, raise an error (same as above). 
-infinity_object.create_database("my_database", infinity.common.ConflictType.Error)
+infinity_object.create_database("my_database", infinity.common.ConflictType.Error, comment="Database One")
 ```
 
 ```python
 from infinity.common import ConflictType
 # Create a database named 'my_database':
 # If the specified database already exists, silently ignore the operation and proceed. 
-infinity_object.create_database("my_database", ConflictType.Ignore)
+infinity_object.create_database("my_database", ConflictType.Ignore, comment="Database One")
 ```
 
 ---
@@ -856,7 +860,7 @@ res = db_object.show_table('my_table')
 ### create_index
 
 ```python
-table_object.create_index(index_name, index_info, conflict_type = ConflictType.Error)
+table_object.create_index(index_name, index_info, conflict_type = ConflictType.Error, comment = None)
 ```
 
 Creates an index on a specified column.
@@ -968,6 +972,10 @@ from infinity.common import ConflictType
 If `ConflictType` is not set, it defaults to `Error`.
 :::
 
+##### comment: `str`, *Optional*
+
+Additional comment for the index to create.
+
 #### Returns
 
 A structure containing these attributes:
@@ -991,7 +999,7 @@ table_object = db_object.create_table("test_index_hnsw", {"c1": {"type": "vector
 # - "ef_construction": "50",
 # - "encode": "plain"
 # Only the "metric" parameter (required) is explicitly set to L2 distance. 
-table_object.create_index("my_index",IndexInfo("c1", IndexType.Hnsw, {"metric": "l2"}))
+table_object.create_index("my_index",IndexInfo("c1", IndexType.Hnsw, {"metric": "l2"}), comment="Index One")
 ```
 
 ```python {1}
@@ -1028,7 +1036,7 @@ table_object = db_object.create_table("test_index_hnsw", {"c1": {"type": "multiv
 # - "ef_construction": "50",
 # - "encode": "plain"
 # Only the "metric" parameter (required) is explicitly set to L2 distance. 
-table_object.create_index("my_index",IndexInfo("c1", IndexType.Hnsw, {"metric": "l2"}))
+table_object.create_index("my_index", IndexInfo("c1", IndexType.Hnsw, {"metric": "l2"}))
 ```
 
 ##### Create a full-text index

website/docs/release_notes.md

@@ -0,0 +1,34 @@
+---
+sidebar_position: 1
+slug: /release_notes
+---
+
+# Release notes
+
+Key features, improvements and bug fixes in the latest releases.
+
+## v0.5.0
+
+Released on December 18, 2024.
+
+### New features
+
+- Implements a highly available architecture based on shared storage, featuring one write node and multiple read nodes.
+- Implements 8-bit scalar quantization and product quantization in the IVF index.
+- Supports using Hamming distance as metric when matching/searching binary vectors.
+- Implements query result caching and pagination.
+- Supports specifying comments when creating database or index.
+- Supports regular expressions (regex), including md5，substring, lower, upper, ltrim, rtrim, trim, char_posiition, sqrt, round, ceil, floor, IN, isnan, isinf, and isfinite
+- Enhances the search performance for full-text searches with multiple terms/clauses.
+- Supports using `MinimumShouldMatch` as a full-text filter.
+- When using BM25 for full-text search or using L2/IP/Cosine distance metric for dense vector, sparse vector, or tensor search, you can use the `threshold` option to filter results.
+- Supports ARM64 CPUs.
+- Tokenizers: Adds an IK analyzer and enhances the performance of the RAG analyzer.
+- Integrated into RAGFlow.
+
+### Documentation
+
+#### Added documents
+
+- [Conduct a search](https://infiniflow.org/docs/dev/search_guide)
+- [Set up an Infinity cluster](https://infiniflow.org/docs/dev/set_up_cluster)