mirror of
https://github.com/qdrant/landing_page.git
synced 2026-10-06 19:38:30 +02:00
get java to work
This commit is contained in:
Nathan LeRoy
@@ -73,15 +73,20 @@ const client = new QdrantClient({
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```java
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import static io.qdrant.client.PointIdFactory.id;
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import static io.qdrant.client.QueryFactory.nearest;
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import static io.qdrant.client.ValueFactory.value;
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import static io.qdrant.client.VectorFactory.vector;
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import static io.qdrant.client.VectorsFactory.namedVectors;
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import static io.qdrant.client.VectorsFactory.vectors;
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import io.qdrant.client.QdrantClient;
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import io.qdrant.client.QdrantGrpcClient;
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import io.qdrant.client.grpc.Points.Document;
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import io.qdrant.client.grpc.Points.Image;
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import io.qdrant.client.grpc.Points.PointStruct;
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import io.qdrant.client.grpc.Points.QueryPoints;
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import io.qdrant.client.grpc.Points.ScoredPoint;
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import io.qdrant.client.grpc.Points.WithPayloadSelector;
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import io.qdrant.client.grpc.Collections.Distance;
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import io.qdrant.client.grpc.Collections.VectorParams;
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import java.util.ArrayList;
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import java.util.List;
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import java.util.Map;
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@@ -109,6 +114,7 @@ var client = new QdrantClient(
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```go
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import (
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"context"
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"fmt"
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"github.com/qdrant/go-client/qdrant"
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)
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@@ -239,10 +245,10 @@ for i, menu_item in enumerate(menu_items):
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model="sentence-transformers/all-MiniLM-L6-v2"
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),
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payload={
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"item_name": menu_items[i][0],
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"description": menu_items[i][1],
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"price": menu_items[i][2],
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"category": menu_items[i][3],
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"item_name": menu_item[0],
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"description": menu_item[1],
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"price": menu_item[2],
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"category": menu_item[3],
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}
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)
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points.append(point)
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@@ -676,21 +682,179 @@ await client.upsert("items", { points });
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```
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```java
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client
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.upsertAsync(
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"items",
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List.of(
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PointStruct::newBuilder()
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.setId(id(0))
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.setVectors(
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namedVectors(
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Map.of(
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"
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)
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)
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)
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)
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)
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String[][] menuItems = {
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{"Pad Thai with Tofu", "Stir-fried rice noodles with tofu bean sprouts scallions and crushed peanuts in traditional tamarind sauce", "$13.95", "Noodles"},
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{"Grilled Salmon Fillet", "Wild-caught Atlantic salmon grilled with lemon butter and fresh herbs served with seasonal vegetables", "$24.50", "Seafood Entrees"},
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{"Mushroom Risotto", "Creamy arborio rice with mixed mushrooms parmesan truffle oil and fresh thyme", "$16.75", "Vegetarian"},
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{"Bibimbap Bowl", "Korean rice bowl with seasoned vegetables fried egg gochujang sauce and choice of protein", "$14.50", "Korean Bowls"},
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{"Falafel Wrap", "Crispy chickpea fritters with hummus tahini cucumber tomato and pickled vegetables in warm pita", "$11.25", "Mediterranean"},
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{"Shrimp Tacos", "Three soft tacos with grilled shrimp cabbage slaw chipotle aioli and fresh lime", "$13.00", "Tacos"},
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{"Vegetable Curry", "Mixed vegetables in aromatic coconut curry sauce with jasmine rice and naan bread", "$12.95", "Indian Curries"},
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{"Tuna Poke Bowl", "Fresh ahi tuna with avocado edamame cucumber seaweed salad over sushi rice with spicy mayo", "$16.50", "Poke Bowls"},
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{"Margherita Pizza", "Fresh mozzarella san marzano tomatoes basil and extra virgin olive oil on wood-fired crust", "$14.00", "Pizza"},
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{"Chicken Tikka Masala", "Tandoori chicken in creamy tomato sauce with aromatic spices served with basmati rice", "$15.95", "Indian Entrees"},
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{"Greek Salad", "Romaine lettuce tomatoes cucumbers kalamata olives feta cheese red onion with lemon oregano dressing", "$10.50", "Salads"},
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{"Lobster Roll", "Fresh Maine lobster meat with light mayo on toasted buttery roll served with chips", "$22.00", "Seafood Sandwiches"},
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{"Quinoa Buddha Bowl", "Organic quinoa with roasted chickpeas kale sweet potato tahini dressing and hemp seeds", "$13.50", "Healthy Bowls"},
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{"Beef Pho", "Traditional Vietnamese beef noodle soup with rice noodles fresh herbs bean sprouts and lime", "$12.75", "Noodle Soups"},
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{"Eggplant Parmesan", "Breaded eggplant layered with marinara mozzarella and parmesan served with pasta", "$15.25", "Italian Entrees"},
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{"Crab Cakes", "Maryland-style lump crab cakes with remoulade sauce and mixed greens", "$18.50", "Seafood Appetizers"},
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{"Tofu Stir Fry", "Crispy tofu with broccoli bell peppers snap peas in garlic ginger sauce over steamed rice", "$12.50", "Vegetarian Entrees"},
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{"Salmon Sushi Platter", "12 pieces of fresh salmon nigiri and sashimi with wasabi pickled ginger and soy sauce", "$19.95", "Sushi"},
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{"Caprese Sandwich", "Fresh mozzarella tomatoes basil pesto balsamic glaze on ciabatta bread", "$11.75", "Sandwiches"},
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{"Tom Yum Soup", "Spicy and sour Thai soup with shrimp lemongrass galangal mushrooms and kaffir lime leaves", "$11.50", "Soups"},
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{"Lentil Dal", "Red lentils simmered with turmeric cumin coriander served with rice and naan", "$11.95", "Vegan Entrees"},
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{"Fish and Chips", "Beer-battered cod with crispy fries malt vinegar and tartar sauce", "$16.00", "British Classics"},
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{"Veggie Burger", "House-made black bean and quinoa patty with avocado sprouts tomato on brioche bun", "$13.25", "Burgers"},
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{"Miso Ramen", "Rich miso broth with ramen noodles soft-boiled egg bamboo shoots nori and scallions", "$14.50", "Ramen"},
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{"Stuffed Bell Peppers", "Roasted bell peppers filled with rice vegetables herbs and melted cheese", "$13.75", "Vegetarian Entrees"},
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{"Scallop Risotto", "Pan-seared sea scallops over creamy parmesan risotto with white wine and lemon", "$26.50", "Seafood Specials"},
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{"Spring Rolls", "Fresh rice paper rolls with vegetables tofu rice noodles herbs and peanut dipping sauce", "$8.95", "Appetizers"},
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{"Oyster Po Boy", "Fried oysters with lettuce tomato pickles and remoulade on french bread", "$15.50", "Sandwiches"},
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{"Portobello Mushroom Steak", "Grilled portobello cap marinated in balsamic with roasted vegetables and quinoa", "$14.95", "Vegan Entrees"},
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{"Coconut Shrimp", "Jumbo shrimp breaded in shredded coconut served with sweet chili sauce", "$14.25", "Seafood Appetizers"},
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};
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List<PointStruct> points = new ArrayList<>();
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for (int i = 0; i < menuItems.length; i++) {
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points.add(
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PointStruct.newBuilder()
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.setId(id(i))
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.setVectors(vectors(
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Document.newBuilder()
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.setText(menuItems[i][0] + " " + menuItems[i][1])
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.setModel("sentence-transformers/all-MiniLM-L6-v2")
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.build()))
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.putAllPayload(Map.of(
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"item_name", value(menuItems[i][0]),
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"description", value(menuItems[i][1]),
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"price", value(menuItems[i][2]),
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"category", value(menuItems[i][3])))
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.build()
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);
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}
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client.upsertAsync("items", points).get();
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```
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```csharp
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var menuItems = new[] {
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("Pad Thai with Tofu", "Stir-fried rice noodles with tofu bean sprouts scallions and crushed peanuts in traditional tamarind sauce", "$13.95", "Noodles"),
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("Grilled Salmon Fillet", "Wild-caught Atlantic salmon grilled with lemon butter and fresh herbs served with seasonal vegetables", "$24.50", "Seafood Entrees"),
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("Mushroom Risotto", "Creamy arborio rice with mixed mushrooms parmesan truffle oil and fresh thyme", "$16.75", "Vegetarian"),
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("Bibimbap Bowl", "Korean rice bowl with seasoned vegetables fried egg gochujang sauce and choice of protein", "$14.50", "Korean Bowls"),
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("Falafel Wrap", "Crispy chickpea fritters with hummus tahini cucumber tomato and pickled vegetables in warm pita", "$11.25", "Mediterranean"),
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("Shrimp Tacos", "Three soft tacos with grilled shrimp cabbage slaw chipotle aioli and fresh lime", "$13.00", "Tacos"),
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("Vegetable Curry", "Mixed vegetables in aromatic coconut curry sauce with jasmine rice and naan bread", "$12.95", "Indian Curries"),
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("Tuna Poke Bowl", "Fresh ahi tuna with avocado edamame cucumber seaweed salad over sushi rice with spicy mayo", "$16.50", "Poke Bowls"),
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("Margherita Pizza", "Fresh mozzarella san marzano tomatoes basil and extra virgin olive oil on wood-fired crust", "$14.00", "Pizza"),
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("Chicken Tikka Masala", "Tandoori chicken in creamy tomato sauce with aromatic spices served with basmati rice", "$15.95", "Indian Entrees"),
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("Greek Salad", "Romaine lettuce tomatoes cucumbers kalamata olives feta cheese red onion with lemon oregano dressing", "$10.50", "Salads"),
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("Lobster Roll", "Fresh Maine lobster meat with light mayo on toasted buttery roll served with chips", "$22.00", "Seafood Sandwiches"),
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("Quinoa Buddha Bowl", "Organic quinoa with roasted chickpeas kale sweet potato tahini dressing and hemp seeds", "$13.50", "Healthy Bowls"),
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("Beef Pho", "Traditional Vietnamese beef noodle soup with rice noodles fresh herbs bean sprouts and lime", "$12.75", "Noodle Soups"),
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("Eggplant Parmesan", "Breaded eggplant layered with marinara mozzarella and parmesan served with pasta", "$15.25", "Italian Entrees"),
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("Crab Cakes", "Maryland-style lump crab cakes with remoulade sauce and mixed greens", "$18.50", "Seafood Appetizers"),
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("Tofu Stir Fry", "Crispy tofu with broccoli bell peppers snap peas in garlic ginger sauce over steamed rice", "$12.50", "Vegetarian Entrees"),
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("Salmon Sushi Platter", "12 pieces of fresh salmon nigiri and sashimi with wasabi pickled ginger and soy sauce", "$19.95", "Sushi"),
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("Caprese Sandwich", "Fresh mozzarella tomatoes basil pesto balsamic glaze on ciabatta bread", "$11.75", "Sandwiches"),
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("Tom Yum Soup", "Spicy and sour Thai soup with shrimp lemongrass galangal mushrooms and kaffir lime leaves", "$11.50", "Soups"),
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("Lentil Dal", "Red lentils simmered with turmeric cumin coriander served with rice and naan", "$11.95", "Vegan Entrees"),
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("Fish and Chips", "Beer-battered cod with crispy fries malt vinegar and tartar sauce", "$16.00", "British Classics"),
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("Veggie Burger", "House-made black bean and quinoa patty with avocado sprouts tomato on brioche bun", "$13.25", "Burgers"),
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("Miso Ramen", "Rich miso broth with ramen noodles soft-boiled egg bamboo shoots nori and scallions", "$14.50", "Ramen"),
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("Stuffed Bell Peppers", "Roasted bell peppers filled with rice vegetables herbs and melted cheese", "$13.75", "Vegetarian Entrees"),
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("Scallop Risotto", "Pan-seared sea scallops over creamy parmesan risotto with white wine and lemon", "$26.50", "Seafood Specials"),
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("Spring Rolls", "Fresh rice paper rolls with vegetables tofu rice noodles herbs and peanut dipping sauce", "$8.95", "Appetizers"),
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("Oyster Po Boy", "Fried oysters with lettuce tomato pickles and remoulade on french bread", "$15.50", "Sandwiches"),
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("Portobello Mushroom Steak", "Grilled portobello cap marinated in balsamic with roasted vegetables and quinoa", "$14.95", "Vegan Entrees"),
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("Coconut Shrimp", "Jumbo shrimp breaded in shredded coconut served with sweet chili sauce", "$14.25", "Seafood Appetizers"),
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};
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var points = new List<PointStruct>();
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for (int i = 0; i < menuItems.Length; i++)
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{
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var item = menuItems[i];
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points.Add(new PointStruct
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{
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Id = (ulong)i,
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Vectors = new Document
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{
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Text = $"{item.Item1} {item.Item2}",
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Model = "sentence-transformers/all-MiniLM-L6-v2",
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},
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Payload =
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{
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["item_name"] = item.Item1,
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["description"] = item.Item2,
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["price"] = item.Item3,
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["category"] = item.Item4,
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},
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});
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}
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await client.UpsertAsync("items", points);
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```
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```go
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type MenuItem struct {
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Name, Description, Price, Category string
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}
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menuItems := []MenuItem{
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{"Pad Thai with Tofu", "Stir-fried rice noodles with tofu bean sprouts scallions and crushed peanuts in traditional tamarind sauce", "$13.95", "Noodles"},
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{"Grilled Salmon Fillet", "Wild-caught Atlantic salmon grilled with lemon butter and fresh herbs served with seasonal vegetables", "$24.50", "Seafood Entrees"},
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{"Mushroom Risotto", "Creamy arborio rice with mixed mushrooms parmesan truffle oil and fresh thyme", "$16.75", "Vegetarian"},
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{"Bibimbap Bowl", "Korean rice bowl with seasoned vegetables fried egg gochujang sauce and choice of protein", "$14.50", "Korean Bowls"},
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{"Falafel Wrap", "Crispy chickpea fritters with hummus tahini cucumber tomato and pickled vegetables in warm pita", "$11.25", "Mediterranean"},
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{"Shrimp Tacos", "Three soft tacos with grilled shrimp cabbage slaw chipotle aioli and fresh lime", "$13.00", "Tacos"},
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{"Vegetable Curry", "Mixed vegetables in aromatic coconut curry sauce with jasmine rice and naan bread", "$12.95", "Indian Curries"},
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{"Tuna Poke Bowl", "Fresh ahi tuna with avocado edamame cucumber seaweed salad over sushi rice with spicy mayo", "$16.50", "Poke Bowls"},
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{"Margherita Pizza", "Fresh mozzarella san marzano tomatoes basil and extra virgin olive oil on wood-fired crust", "$14.00", "Pizza"},
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{"Chicken Tikka Masala", "Tandoori chicken in creamy tomato sauce with aromatic spices served with basmati rice", "$15.95", "Indian Entrees"},
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{"Greek Salad", "Romaine lettuce tomatoes cucumbers kalamata olives feta cheese red onion with lemon oregano dressing", "$10.50", "Salads"},
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{"Lobster Roll", "Fresh Maine lobster meat with light mayo on toasted buttery roll served with chips", "$22.00", "Seafood Sandwiches"},
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{"Quinoa Buddha Bowl", "Organic quinoa with roasted chickpeas kale sweet potato tahini dressing and hemp seeds", "$13.50", "Healthy Bowls"},
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{"Beef Pho", "Traditional Vietnamese beef noodle soup with rice noodles fresh herbs bean sprouts and lime", "$12.75", "Noodle Soups"},
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{"Eggplant Parmesan", "Breaded eggplant layered with marinara mozzarella and parmesan served with pasta", "$15.25", "Italian Entrees"},
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{"Crab Cakes", "Maryland-style lump crab cakes with remoulade sauce and mixed greens", "$18.50", "Seafood Appetizers"},
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{"Tofu Stir Fry", "Crispy tofu with broccoli bell peppers snap peas in garlic ginger sauce over steamed rice", "$12.50", "Vegetarian Entrees"},
|
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{"Salmon Sushi Platter", "12 pieces of fresh salmon nigiri and sashimi with wasabi pickled ginger and soy sauce", "$19.95", "Sushi"},
|
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{"Caprese Sandwich", "Fresh mozzarella tomatoes basil pesto balsamic glaze on ciabatta bread", "$11.75", "Sandwiches"},
|
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{"Tom Yum Soup", "Spicy and sour Thai soup with shrimp lemongrass galangal mushrooms and kaffir lime leaves", "$11.50", "Soups"},
|
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{"Lentil Dal", "Red lentils simmered with turmeric cumin coriander served with rice and naan", "$11.95", "Vegan Entrees"},
|
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{"Fish and Chips", "Beer-battered cod with crispy fries malt vinegar and tartar sauce", "$16.00", "British Classics"},
|
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{"Veggie Burger", "House-made black bean and quinoa patty with avocado sprouts tomato on brioche bun", "$13.25", "Burgers"},
|
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{"Miso Ramen", "Rich miso broth with ramen noodles soft-boiled egg bamboo shoots nori and scallions", "$14.50", "Ramen"},
|
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{"Stuffed Bell Peppers", "Roasted bell peppers filled with rice vegetables herbs and melted cheese", "$13.75", "Vegetarian Entrees"},
|
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{"Scallop Risotto", "Pan-seared sea scallops over creamy parmesan risotto with white wine and lemon", "$26.50", "Seafood Specials"},
|
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{"Spring Rolls", "Fresh rice paper rolls with vegetables tofu rice noodles herbs and peanut dipping sauce", "$8.95", "Appetizers"},
|
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{"Oyster Po Boy", "Fried oysters with lettuce tomato pickles and remoulade on french bread", "$15.50", "Sandwiches"},
|
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{"Portobello Mushroom Steak", "Grilled portobello cap marinated in balsamic with roasted vegetables and quinoa", "$14.95", "Vegan Entrees"},
|
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{"Coconut Shrimp", "Jumbo shrimp breaded in shredded coconut served with sweet chili sauce", "$14.25", "Seafood Appetizers"},
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}
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points := make([]*qdrant.PointStruct, len(menuItems))
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for i, item := range menuItems {
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points[i] = &qdrant.PointStruct{
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Id: qdrant.NewIDNum(uint64(i)),
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Vectors: qdrant.NewVectorsDocument(&qdrant.Document{
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Text: item.Name + " " + item.Description,
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Model: "sentence-transformers/all-MiniLM-L6-v2",
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}),
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Payload: qdrant.NewValueMap(map[string]any{
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"item_name": item.Name,
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"description": item.Description,
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"price": item.Price,
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"category": item.Category,
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}),
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}
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}
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client.Upsert(context.Background(), &qdrant.UpsertPoints{
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CollectionName: "items",
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Points: points,
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})
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```
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## 6. Search the Menu Items
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@@ -776,6 +940,90 @@ for (const result of results.points) {
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}
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```
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```java
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// generate query embedding
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String queryText = "vegetarian dishes";
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// search for similar menu items
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List<ScoredPoint> results = client
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.queryAsync(
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QueryPoints.newBuilder()
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.setCollectionName("items")
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.setQuery(nearest(
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Document.newBuilder()
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.setText(queryText)
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.setModel("sentence-transformers/all-MiniLM-L6-v2")
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.build()))
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.setWithPayload(
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WithPayloadSelector.newBuilder().setEnable(true).build())
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.setLimit(5)
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.build())
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.get();
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// print results
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for (ScoredPoint result : results) {
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System.out.println("Item: " + result.getPayloadMap().get("item_name").getStringValue());
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System.out.println("Score: " + result.getScore());
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System.out.println("Description: " + result.getPayloadMap().get("description").getStringValue());
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System.out.println("Price: " + result.getPayloadMap().get("price").getStringValue());
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System.out.println("---");
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}
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```
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```csharp
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// generate query embedding
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var queryText = "vegetarian dishes";
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// search for similar menu items
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var results = await client.QueryAsync(
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collectionName: "items",
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query: new Document
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{
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Text = queryText,
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Model = "sentence-transformers/all-MiniLM-L6-v2",
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},
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payloadSelector: true,
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limit: 5
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);
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// print results
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foreach (var result in results)
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{
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Console.WriteLine($"Item: {result.Payload["item_name"].StringValue}");
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Console.WriteLine($"Score: {result.Score}");
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Console.WriteLine($"Description: {result.Payload["description"].StringValue}");
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Console.WriteLine($"Price: {result.Payload["price"].StringValue}");
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Console.WriteLine("---");
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}
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```
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|
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```go
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// generate query embedding
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queryText := "vegetarian dishes"
|
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|
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// search for similar menu items
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results, err := client.Query(context.Background(), &qdrant.QueryPoints{
|
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CollectionName: "items",
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Query: qdrant.NewQueryNearest(
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qdrant.NewVectorInputDocument(&qdrant.Document{
|
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Text: queryText,
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Model: "sentence-transformers/all-MiniLM-L6-v2",
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}),
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),
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WithPayload: qdrant.NewWithPayload(true),
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Limit: qdrant.PtrOf(uint64(5)),
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})
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// print results
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for _, result := range results {
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fmt.Printf("Item: %s\n", result.Payload["item_name"].GetStringValue())
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fmt.Printf("Score: %f\n", result.Score)
|
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fmt.Printf("Description: %s\n", result.Payload["description"].GetStringValue())
|
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fmt.Printf("Price: %s\n", result.Payload["price"].GetStringValue())
|
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fmt.Println("---")
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||||
}
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||||
```
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## That's Vector Search!
|
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|
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You've just performed semantic search on real menu item data. The query "vegetarian dishes" returned similar menu items based on meaning, not just keyword matching.
|
||||
|
||||
Reference in New Issue
Block a user