50毫秒返回结果！这个搜索引擎有点东西

# Windows
curl -L https://install.meilisearch.com | powershell

# macOS
brew install meilisearch

# Linux
curl -L https://install.meilisearch.com | sh

docker run -it -p 7700:7700 getmeili/meilisearch:v1.5

# 安装 Meilisearch Python SDK
# pip install meilisearch

import meilisearch
import json

# 连接到 Meilisearch
client = meilisearch.Client('http://127.0.0.1:7700')

# 创建一个索引（相当于数据库表）
index = client.create_index('movies')

# 准备一些电影数据
movies = [
    {
        'id': 1,
        'title': 'Inception',
        'description': 'A thief who steals corporate secrets through the use of dream-sharing technology',
        'genres': ['Sci-Fi', 'Action', 'Thriller'],
        'rating': 8.8
    },
    {
        'id': 2,
        'title': 'The Matrix',
        'description': 'A computer hacker learns about the true nature of reality and his role in the war against its controllers',
        'genres': ['Sci-Fi', 'Action'],
        'rating': 8.7
    },
    {
        'id': 3,
        'title': 'Interstellar',
        'description': 'A team of explorers travel through a wormhole in space in an attempt to ensure humanity\'s survival',
        'genres': ['Sci-Fi', 'Adventure', 'Drama'],
        'rating': 8.6
    }
]

# 添加文档到索引
index.add_documents(movies)

print('文档添加成功！')

# 搜索电影
results = index.search('dream')

print(f'找到 {len(results["hits"])} 条结果：')
for movie in results['hits']:
    print(f"- {movie['title']}: {movie['description']}")

# 搜索并限制返回字段
results = index.search(
    'space',
    {
        'limit': 5,
        'attributesToRetrieve': ['title', 'rating']
    }
)

# 按评分过滤
results = index.search('', {
    'filter': 'rating >= 8.7'
})

# 按类型过滤
results = index.search('', {
    'filter': 'genres IN ["Sci-Fi", "Action"]'
})

# 排序
results = index.search('', {
    'sort': ['rating:desc']
})

# 组合使用
results = index.search('action', {
    'filter': 'rating >= 8.6',
    'sort': ['rating:desc'],
    'limit': 10
})

# 配置可搜索的字段
index.update_searchable_attributes(['title', 'description'])

# 配置可过滤的字段
index.update_filterable_attributes(['rating', 'genres'])

# 配置可排序的字段
index.update_sortable_attributes(['rating'])

# 配置同义词
index.update_synonyms({
    'iphone': ['apple phone', 'apple smartphone'],
    'movie': ['film', 'picture']
})

# 配置拼写容错
index.update_typo_tolerance({
    'enabled': True,
    'minWordSizeForTypos': {
        'oneTypo': 4,
        'twoTypos': 8
    }
})

# 批量添加文档
more_movies = [
    {'id': 4, 'title': 'Blade Runner 2049', 'description': 'Young Blade Runner K\'s discovery of a long-buried secret leads him to track down former Blade Runner Rick Deckard', 'genres': ['Sci-Fi', 'Drama'], 'rating': 8.0},
    {'id': 5, 'title': 'Ex Machina', 'description': 'A young programmer is selected to participate in a ground-breaking experiment in synthetic intelligence', 'genres': ['Sci-Fi', 'Thriller'], 'rating': 7.7}
]

index.add_documents(more_movies)

# 批量删除文档
index.delete_documents([4, 5])

# 清空索引
index.delete_all_documents()