@@ -43,9 +43,13 @@ pip install chdb
4343python3 -m chdb " SELECT 1,'abc'" Pretty
4444```
4545
46- There are 3 ways to use chdb: "Query On File(** Performace** )", "Query On Table(** Perfered** )" and "Python DB-API":
46+ <br >
47+
48+ ### Data Input
49+ The following methods are available to access on-disk and in-memory data formats:
50+
4751<details >
48- <summary><h4>Query On File (Parquet, CSV, JSON, Arrow, ORC and 60+)</h4> </summary>
52+ <summary><h4>🗂️ Query On File</h4> (Parquet, CSV, JSON, Arrow, ORC and 60+)</summary>
4953
5054You can execute SQL and return desired format data.
5155
@@ -70,7 +74,7 @@ chdb.query('select * from file("data.parquet", Parquet)', 'Dataframe')
7074</details >
7175
7276<details >
73- <summary><h4>Query On Table (Pandas DataFrame, Parquet file/bytes, Arrow bytes)</h4> </summary>
77+ <summary><h4>🗂️ Query On Table</h4> (Pandas DataFrame, Parquet file/bytes, Arrow bytes) </summary>
7478
7579### Query On Pandas DataFrame
7680``` python
@@ -84,7 +88,7 @@ print(ret_tbl.query('select b, sum(a) from __table__ group by b'))
8488</details >
8589
8690<details >
87- <summary><h4>Python DB-API 2.0</h4></summary>
91+ <summary><h4>🗂️ Python DB-API 2.0</h4></summary>
8892
8993``` python
9094import chdb.dbapi as dbapi
@@ -100,8 +104,11 @@ conn1.close()
100104```
101105</details >
102106
107+
103108For more examples, see [ examples] ( examples ) and [ tests] ( tests ) .
104109
110+ <br >
111+
105112## Demos and Examples
106113
107114- [ Examples] ( examples )
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