[Docs] Small typo fixes (#460)

docs/mkdocs.yml

@@ -67,6 +67,11 @@ nav:
 - Home:
   - 🏢 Home: index.md
   - 💡 Basics: basic.md
+  - 📚 Guides:
+    - Tables: guides/tables.md
+    - Vector Search: search.md
+    - SQL filters: sql.md
+    - Indexing: ann_indexes.md
   - 🧬 Embeddings: embedding.md
   - 🔍 Python full-text search: fts.md
   - 🔌 Integrations:
@@ -91,12 +96,12 @@ nav:
     - Serverless Website Chatbot: examples/serverless_website_chatbot.md
     - YouTube Transcript Search: examples/youtube_transcript_bot_with_nodejs.md
     - TransformersJS Embedding Search: examples/transformerjs_embedding_search_nodejs.md
-  - 📚 Guides:
-    - Tables: guides/tables.md
-    - Vector Search: search.md
-    - SQL filters: sql.md
-    - Indexing: ann_indexes.md
 - Basics: basic.md
+- Guides:
+  - Tables: guides/tables.md
+  - Vector Search: search.md
+  - SQL filters: sql.md
+  - Indexing: ann_indexes.md
 - Embeddings: embedding.md
 - Python full-text search: fts.md
 - Integrations:
@@ -121,12 +126,6 @@ nav:
   - YouTube Transcript Search: examples/youtube_transcript_bot_with_nodejs.md
   - Serverless Chatbot from any website: examples/serverless_website_chatbot.md
   - TransformersJS Embedding Search: examples/transformerjs_embedding_search_nodejs.md
-
-- Guides:
-  - Tables: guides/tables.md
-  - Vector Search: search.md
-  - SQL filters: sql.md
-  - Indexing: ann_indexes.md
 - API references:
   - Python API: python/python.md
   - Javascript API: javascript/modules.md

docs/src/index.md

@@ -1,6 +1,6 @@
 # LanceDB
 
-LanceDB is an open-source database for vector-search built with persistent storage, which greatly simplifies retrevial, filtering and management of embeddings.
+LanceDB is an open-source database for vector-search built with persistent storage, which greatly simplifies retrieval, filtering and management of embeddings.
 
 ![Illustration](/lancedb/assets/ecosystem-illustration.png)
 

docs/test/md_testing.py

@@ -8,7 +8,8 @@ excluded_globs = [
     "../src/embedding.md",
     "../src/examples/*.md",
     "../src/integrations/voxel51.md",
-    "../src/guides/tables.md"
+    "../src/guides/tables.md",
+    "../src/python/duckdb.md",
 ]
 
 python_prefix = "py"

python/lancedb/db.py

@@ -16,7 +16,7 @@ from __future__ import annotations
 import os
 from abc import ABC, abstractmethod
 from pathlib import Path
-from typing import Optional
+from typing import Optional, Union
 
 import pyarrow as pa
 from pyarrow import fs
@@ -40,7 +40,7 @@ class DBConnection(ABC):
         self,
         name: str,
         data: Optional[DATA] = None,
-        schema: Optional[pa.Schema, LanceModel] = None,
+        schema: Optional[Union[pa.Schema, LanceModel]] = None,
         mode: str = "create",
         on_bad_vectors: str = "error",
         fill_value: float = 0.0,
@@ -285,7 +285,7 @@ class LanceDBConnection(DBConnection):
         self,
         name: str,
         data: Optional[DATA] = None,
-        schema: Optional[pa.Schema, LanceModel] = None,
+        schema: Optional[Union[pa.Schema, LanceModel]] = None,
         mode: str = "create",
         on_bad_vectors: str = "error",
         fill_value: float = 0.0,

python/lancedb/table.py

@@ -75,7 +75,7 @@ def _to_record_batch_generator(data: Iterable, schema, on_bad_vectors, fill_valu
 
 class Table(ABC):
     """
-    A [Table](Table) is a collection of Records in a LanceDB [Database](Database).
+    A Table is a collection of Records in a LanceDB Database.
 
     Examples
     --------
@@ -511,7 +511,7 @@ class LanceTable(Table):
         other_table: Union[LanceTable, ReaderLike],
         left_on: str,
         right_on: Optional[str] = None,
-        schema: Optional[pa.Schema, LanceModel] = None,
+        schema: Optional[Union[pa.Schema, LanceModel]] = None,
     ):
         """Merge another table into this table.