diff --git a/examples/create-database.rs b/examples/create-database.rs
new file mode 100644
index 000000000..a26fe05a9
--- /dev/null
+++ b/examples/create-database.rs
@@ -0,0 +1,113 @@
+use std::collections::hash_map::DefaultHasher;
+use std::path::{Path, PathBuf};
+use std::hash::{Hash, Hasher};
+use std::error::Error;
+
+use serde_derive::{Serialize, Deserialize};
+use structopt::StructOpt;
+
+use meilidb::database::schema::{Schema, SchemaBuilder, STORED, INDEXED};
+use meilidb::database::update::PositiveUpdateBuilder;
+use meilidb::tokenizer::DefaultBuilder;
+use meilidb::database::Database;
+
+#[derive(Debug, StructOpt)]
+pub struct Opt {
+    /// The destination where the database must be created
+    #[structopt(parse(from_os_str))]
+    pub database_path: PathBuf,
+
+    /// The csv file to index.
+    #[structopt(parse(from_os_str))]
+    pub csv_data_path: PathBuf,
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+#[allow(non_snake_case)]
+struct Document<'a> {
+    skuId: &'a str,
+    fr_FR_commercialName: &'a str,
+    en_GB_commercialName: &'a str,
+    maketingColorInternalName: &'a str,
+    materialInternalName: &'a str,
+    fr_FR_description: &'a str,
+    fr_FR_detailedDescription: &'a str,
+    fr_FR_Price: &'a str,
+    fr_FR_images_url: &'a str,
+    en_GB_description: &'a str,
+    en_GB_detailedDescription: &'a str,
+    en_GB_Price: &'a str,
+}
+
+fn calculate_hash<T: Hash>(t: &T) -> u64 {
+    let mut s = DefaultHasher::new();
+    t.hash(&mut s);
+    s.finish()
+}
+
+fn create_schema() -> Schema {
+    let mut schema = SchemaBuilder::new();
+    schema.new_attribute("skuId", STORED | INDEXED);
+    schema.new_attribute("fr_FR_commercialName", STORED | INDEXED);
+    schema.new_attribute("en_GB_commercialName", STORED | INDEXED);
+    schema.new_attribute("maketingColorInternalName", STORED | INDEXED);
+    schema.new_attribute("materialInternalName", STORED | INDEXED);
+    schema.new_attribute("fr_FR_description", STORED | INDEXED);
+    schema.new_attribute("fr_FR_detailedDescription", STORED);
+    schema.new_attribute("fr_FR_Price", STORED);
+    schema.new_attribute("fr_FR_images_url", STORED);
+    schema.new_attribute("en_GB_description", STORED | INDEXED);
+    schema.new_attribute("en_GB_detailedDescription", STORED);
+    schema.new_attribute("en_GB_Price", STORED);
+    schema.build()
+}
+
+fn index(schema: Schema, database_path: &Path, csv_data_path: &Path) -> Result<Database, Box<Error>> {
+    let database = Database::create(database_path, schema.clone())?;
+
+    println!("start indexing...");
+
+    let tokenizer_builder = DefaultBuilder::new();
+    let update_path = tempfile::NamedTempFile::new()?;
+    let mut update = PositiveUpdateBuilder::new(update_path.path(), schema, tokenizer_builder);
+
+    let mut rdr = csv::Reader::from_path(csv_data_path)?;
+    let mut raw_record = csv::StringRecord::new();
+    let headers = rdr.headers()?.clone();
+
+    while rdr.read_record(&mut raw_record)? {
+        let document: Document = match raw_record.deserialize(Some(&headers)) {
+            Ok(document) => document,
+            Err(e) => {
+                eprintln!("{:?}", e);
+                continue;
+            }
+        };
+
+        let document_id = calculate_hash(&document.skuId);
+        update.update(document_id, &document).unwrap();
+    }
+
+    let mut update = update.build()?;
+
+    update.set_move(true);
+    database.ingest_update_file(update)?;
+
+    Ok(database)
+}
+
+fn main() -> Result<(), Box<Error>> {
+    let opt = Opt::from_args();
+
+    let schema = create_schema();
+
+    let (elapsed, result) = elapsed::measure_time(|| {
+        index(schema, &opt.database_path, &opt.csv_data_path)
+    });
+
+    let _ = result?;
+
+    println!("database created in {} at: {:?}", elapsed, opt.database_path);
+
+    Ok(())
+}
diff --git a/examples/query-database.rs b/examples/query-database.rs
new file mode 100644
index 000000000..09f0f883f
--- /dev/null
+++ b/examples/query-database.rs
@@ -0,0 +1,76 @@
+use std::collections::hash_map::DefaultHasher;
+use std::hash::{Hash, Hasher};
+use std::io::{self, Write};
+use std::path::PathBuf;
+use std::error::Error;
+
+use serde_derive::{Serialize, Deserialize};
+use structopt::StructOpt;
+
+use meilidb::database::Database;
+
+#[derive(Debug, StructOpt)]
+pub struct Opt {
+    /// The destination where the database must be created
+    #[structopt(parse(from_os_str))]
+    pub database_path: PathBuf,
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+#[allow(non_snake_case)]
+struct Document {
+    skuId: String,
+    fr_FR_commercialName: String,
+    en_GB_commercialName: String,
+    maketingColorInternalName: String,
+    materialInternalName: String,
+    fr_FR_description: String,
+    en_GB_description: String,
+}
+
+fn calculate_hash<T: Hash>(t: &T) -> u64 {
+    let mut s = DefaultHasher::new();
+    t.hash(&mut s);
+    s.finish()
+}
+
+fn main() -> Result<(), Box<Error>> {
+    let opt = Opt::from_args();
+
+    let (elapsed, result) = elapsed::measure_time(|| Database::open(&opt.database_path));
+    let database = result?;
+    println!("database opened in {}", elapsed);
+
+    let mut buffer = String::new();
+    let input = io::stdin();
+
+    loop {
+        print!("Search: ");
+        io::stdout().flush()?;
+
+        if input.read_line(&mut buffer)? == 0 { break }
+
+        let view = database.view();
+
+        let (elapsed, documents) = elapsed::measure_time(|| {
+            let builder = view.query_builder().unwrap();
+            builder.query(&buffer, 10)
+        });
+
+        let mut full_documents = Vec::with_capacity(documents.len());
+
+        for document in documents {
+            match view.retrieve_document::<Document>(document.id) {
+                Ok(document) => full_documents.push(document),
+                Err(e) => eprintln!("{}", e),
+            }
+        }
+
+        println!("{:#?}", full_documents);
+        println!("{}", elapsed);
+
+        buffer.clear();
+    }
+
+    Ok(())
+}