From 3e792f662df72bd07a8445490ffb78f720bf63d0 Mon Sep 17 00:00:00 2001 From: taoying <2474671424@qq.com> Date: Mon, 24 Mar 2025 22:01:59 +0800 Subject: [PATCH] add python client for opengauss MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit datavec与java & Spring Boot对接 --- .../zh/docs/DataVec/DataVec-integrations.md | 6 +- .../zh/docs/DataVec/DataVec-tutorials.md | 2 +- .../docs/DataVec/figures/opgs-springboot.png | Bin 0 -> 196565 bytes .../zh/docs/DataVec/integrationJava.md | 134 ++++++++++++ .../zh/docs/DataVec/integrationPython.md | 143 +++++++++++++ .../zh/docs/DataVec/openGauss-Springboot.md | 200 ++++++++++++++++++ .../zh/docs/DataVec/DataVec-integrations.md | 4 +- content/zh/docs/DataVec/DataVec-tutorials.md | 2 +- .../docs/DataVec/figures/opgs-springboot.png | Bin 0 -> 196565 bytes content/zh/docs/DataVec/integrationJava.md | 134 ++++++++++++ content/zh/docs/DataVec/integrationPython.md | 143 +++++++++++++ .../zh/docs/DataVec/openGauss-Springboot.md | 200 ++++++++++++++++++ 12 files changed, 963 insertions(+), 5 deletions(-) create mode 100644 content/docs-lite/zh/docs/DataVec/figures/opgs-springboot.png create mode 100644 content/docs-lite/zh/docs/DataVec/integrationJava.md create mode 100644 content/docs-lite/zh/docs/DataVec/integrationPython.md create mode 100644 content/docs-lite/zh/docs/DataVec/openGauss-Springboot.md create mode 100644 content/zh/docs/DataVec/figures/opgs-springboot.png create mode 100644 content/zh/docs/DataVec/integrationJava.md create mode 100644 content/zh/docs/DataVec/integrationPython.md create mode 100644 content/zh/docs/DataVec/openGauss-Springboot.md diff --git a/content/docs-lite/zh/docs/DataVec/DataVec-integrations.md b/content/docs-lite/zh/docs/DataVec/DataVec-integrations.md index 6a42b2278..8f8a6cf6b 100644 --- a/content/docs-lite/zh/docs/DataVec/DataVec-integrations.md +++ b/content/docs-lite/zh/docs/DataVec/DataVec-integrations.md @@ -12,7 +12,11 @@ openGauss DataVec提供多种第三方组件的集成教程,并通过多语言 - 从ElasticSearch迁移至openGauss DataVec ## API Reference +<<<<<<< HEAD +- [Python](integrationPython.md) +======= - [Python](https://gitee.com/opengauss/openGauss-connector-python-psycopg2) -- [Java](https://gitee.com/opengauss/openGauss-connector-jdbc) +>>>>>>> 1b8abf7f6 (datavec与java & Spring Boot对接) +- [Java](integrationJava.md) - [Node.js](https://gitee.com/opengauss/openGauss-connector-nodejs) - [Go](integrationGo.md) diff --git a/content/docs-lite/zh/docs/DataVec/DataVec-tutorials.md b/content/docs-lite/zh/docs/DataVec/DataVec-tutorials.md index d5852bed2..fdf3cc46f 100644 --- a/content/docs-lite/zh/docs/DataVec/DataVec-tutorials.md +++ b/content/docs-lite/zh/docs/DataVec/DataVec-tutorials.md @@ -4,4 +4,4 @@ - [打破AI黑盒,拥抱开源力量:基于openGauss+DeepSeek的本地知识库,打造你的专属AI助手!](openGauss-RAG实践.md) - [openGauss DataVec + Dify, 快速搭建你的智能助手平台](openGauss-Dify.md) -- SpringBoot 集成 openGauss DataVec, 智能问答一站式开发 +- [SpringBoot 集成 openGauss DataVec, 实现向量化检索](openGauss-Springboot.md) diff --git a/content/docs-lite/zh/docs/DataVec/figures/opgs-springboot.png b/content/docs-lite/zh/docs/DataVec/figures/opgs-springboot.png new file mode 100644 index 0000000000000000000000000000000000000000..8c6ea80b3f041c84bcaf9a8f6b727a9e2169d369 GIT binary patch literal 196565 zcmY(qWmsF?)-~J~ZSfk#9ZIoc!J$BLE2Tj3;!uKXa0*3k+@WZ3iU%tYtXK%HA-Dwh z-~@TobD!tC&i8|Bv$OY-tjsm%m}8C=@j+dI=n3VM2M-<)DJj1H_}~E+;=zMQV0>K6 zC!I$$eVEHb*N+M^4=RVLw=p-^*3xRy4<6LS65N>LVD29~DeAdCctG6s_wQk!V~NFs z2ls_a@1;L^8SiD`Wol0y_wkFZ3ONTN2u<9sPZYFX}}2FCgf}?4>L%(eSPnCt+&h zu>V|Qt{$-={`>!bE`w~s{T~0{W8yG#$xfw)|7~&dSRG9BKP}QU(jqP3pWup?+R2|j zebO(fvy%(g4Tbc|l)zD59+&rVBg9dzJKYa?3&oVAOO*i3KGPH^G{m;Pv)3L$8|Bm@@pRAT24IA~Y zU~fu){ZgNCUBi4U&#h`mIRv!<-uRKBlp_d8JcG}Cs-jZNkqn4)hcBp3kBXzE3LxND`=-L)L3tAbj1i5G{rmD``x?y1?e#;pSrs)RJAWUS{@?U`>ziVG;Uv1_ z6d7pX8@sC3`0}=E`SF&E!(^s=>5~SnVMre2;;!#;a5j}|{2sRvAc2DaYeLfh+DlBh zgr}I!V!&Y+v!KuhBOn8KGT{2?&i#d;>@tBcrLm#v-uVeN} 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conn.createStatement(); + int rc = stmt.executeUpdate(sql); + stmt.close(); + } catch (SQLException e) { + if (stmt != null) { + try { + stmt.close(); + } catch (SQLException e1) { + e1.printStackTrace(); + } + } + e.printStackTrace(); + } +} + +public void CreateTable(int dim) +{ + String sql = String.format("CREATE TABLE IF NOT EXISTS demotable(id INTEGER, content TEXT, embedding vector(%d));", dim); + ExecuteSQL(sql); +} +``` +### 3.创建索引 +```java +// 用L2距离创建HNSW类型的向量索引 +public void CreateIndex() +{ + String sql = String.format("CREATE INDEX ON demotable USING hnsw (embedding vector_l2_ops);"); + ExecuteSQL(sql); +} +``` +### 4.插入/删除/更新 +- 插入 + ```java +public void InsertDataSingle(int id, String content, String vector) +{ + String sql = String.format("INSERT INTO demotable VALUES(%d, '%s', '%s');", id, content, vector); + ExecuteSQL(sql); +} +``` +- 删除 +```java +public void DeleteData() +{ + String sql = String.format("DELETE FROM demotable where id > 10;"); + ExecuteSQL(sql); +} +``` +- 更新 +```java +public void UpdateData(String vector) +{ + String sql = String.format("UPDATE demotable set embedding = '%s' where id = 10;"); + ExecuteSQL(sql); +} +``` +### 5.查询 +```java +public String findNearestVectors(Connection conn, int efsearch, String vector, int topK) +{ + Statement statement = null; + ResultSet resultSet = null; + String res = ""; + // 设置查询参数 + String paramsql = String.format("set hnsw_ef_search = %d;", efsearch); + ExecuteSQL(paramsql); + String querysql = String.format("SELECT * FROM demotable ORDER BY embedding <-> '%s' LIMIT %d;", vector, topK); + try { + statement = conn.createStatement(); + resultSet = statement.executeQuery(querysql); + while (resultSet.next()) { + int id = resultSet.getInt("id"); + String content = resultSet.getString("content"); + Object embed = resultSet.getObject("embedding"); + // 替换成你希望的结果 + res += "id: " + id + ", content: " + content + ",embedding: " + embed + "\n"; + } + } catch (Exception e) { + e.printStackTrace(); + } finally { + try { if (resultSet != null) resultSet.close(); } catch(Exception e) {} + try { if (statement != null) statement.close(); } catch(Exception e) {} + } + return res; +} +``` +[更多操作示例参考](https://gitee.com/opengauss/openGauss-connector-jdbc) \ No newline at end of file diff --git a/content/docs-lite/zh/docs/DataVec/integrationPython.md b/content/docs-lite/zh/docs/DataVec/integrationPython.md new file mode 100644 index 000000000..7b12e67e0 --- /dev/null +++ b/content/docs-lite/zh/docs/DataVec/integrationPython.md @@ -0,0 +1,143 @@ +# Python SDK对接向量数据库 +本文介绍如何使用Python语言调用openGauss向量数据库 + +## 环境准备 +限制:python3.11及以上 +- 在线安装 +```bash +pip3 install psycopg2 +``` +- 离线安装 + +开发者可以直接到[pypi官网](https://pypi.org/project/psycopg2/)下载psycopg2并安装。 +```bash +pip3 install YourPath/psycopg2.whl +``` + +## 基本操作 +### 1.连接数据库 +```python +import psycopg2 +from psycopg2 import sql +import numpy as np +from typing import List + +def create_connection(dbname:str, user:str, password:str, host:str, port:int): + conn = psycopg2.connect( + dbname = dbname, + user = user, + password = password, + host = host, + port = port + ) + cursor = conn.cursor() + return conn, cursor +``` +### 2.创建表 +```python +def create_table(conn, cursor, table_name:str, dim:int): + cursor.execute( + sql.SQL( + "CREATE TABLE IF NOT EXISTS public.{table_name} (id BIGINT PRIMARY KEY, embedding vector({dim}));" + ).format(table_name = sql.Identifier(table_name), dim = sql.Literal(dim)) + ) + conn.commit() +``` + +### 3.创建索引 +```python +def create_index(conn, cursor, table_name:str, index_name:str): + cursor.execute( + sql.SQL( + """ + CREATE INDEX IF NOT EXISTS {index_name} ON public.{table_name} + USING hnsw (embedding vector_l2_ops); + """ + ).format(index_name = sql.Identifier(index_name), table_name = sql.Identifier(table_name)) + ) + conn.commit() +``` + +### 4.插入/删除/更新数据 +- 批量插入 +```python +def insert(conn, cursor, table_name:str, embeddings:List[List[float]], ids:List[int]): + data = list(zip(ids, embeddings)) + cursor.executemany( + sql.SQL("INSERT INTO public.{table_name} (id, embedding) VALUES(%s, %s);") + .format(table_name = sql.Identifier(table_name)), data + ) + conn.commit() +``` + +- 删除 +```python +def delete(conn, cursor, table_name:str, ids:List[int]): + cursor.execute( + sql.SQL( + "DELETE FROM public.{table_name} WHERE id IN ({ids});" + ).format(table_name = sql.Identifier(table_name), ids = sql.SQL(',').join(map(sql.Literal, ids))) + ) + delete_count = cursor.rowcount + conn.commit() + return delete_count +``` + +- 更新 +```python +def update(conn, cursor, table_name:str, id:int, vector:List[List[float]]): + cursor.execute( + sql.SQL( + "UPDATE public.{table_name} SET embedding = %s WHERE id = %s;" + ).format(table_name = sql.Identifier(table_name)), (vector ,id) + ) + conn.commit() +``` + +### 5.查询 +```python +# 串行批量查询 +def select(conn, cursor, table_name:str, queries:List[List[float]], topk:int): + ids = [] + for emb in queries: + cursor.execute( + sql.SQL( + "SELECT * FROM public.{table_name} ORDER BY embedding <-> %s::vector LIMIT %s::int;" + ).format(table_name = sql.Identifier(table_name)), (emb, topk) + ) + conn.commit() + result = cursor.fetchall() + ids.append([int(i[0]) for i in result]) + return ids +``` + +### 6.删除表 +```python +def drop_table(conn, cursor, table_name:str): + cursor.execute( + sql.SQL( + "DROP TABLE IF EXISTS public.{table_name};" + ).format(table_name = sql.Identifier(table_name)) + ) + conn.commit() +``` + +### 7.关闭连接 +```python +def close_connection(conn, cursor): + conn.close() + cursor.close() +``` + +## 用例 +```python +conn, cursor = create_connection("testdb", "test_user", YourPassword, "localhost", 5432) +create_table(conn, cursor, "test_table1", 3) +create_index(conn, cursor, "test_table1", "idx_test1") +insert(conn, cursor, "test_table1", [[1.2, 3, 5], [4.3, 5.2, 1]], [0, 1]) +delete(conn, cursor, "test_table1", [0]) +update(conn, cursor, "test_table1", 1, [1, 3, 3]) +select(conn, cursor, "test_table1", [[1, 2, 2], [3, 5, 1]], 2) +drop_table(conn, cursor, "test_table1") +close_connection(conn, cursor) +``` \ No newline at end of file diff --git a/content/docs-lite/zh/docs/DataVec/openGauss-Springboot.md b/content/docs-lite/zh/docs/DataVec/openGauss-Springboot.md new file mode 100644 index 000000000..62aa60292 --- /dev/null +++ b/content/docs-lite/zh/docs/DataVec/openGauss-Springboot.md @@ -0,0 +1,200 @@ +# Spring Boot集成openGauss DataVec实现向量化检索 +本文将介绍如何在 Spring Boot 框架中集成 openGauss DataVec 向量数据库,并调用 Ollama 服务提供的 embedding 服务,以此高效实现数据的向量化存储与检索,为 RAG(检索增强生成)提供助力。 +## 要求 +- 安装java1.8及以上版本 +- Spring Boot 3.X及以上版本 +- Ollama服务安装部署 [部署参考](https://github.com/ollama/ollama) +- openGauss数据库安装部署 [容器镜像安装](../InstallationGuide/容器镜像安装.md) + +# 添加Maven依赖 +在pom.xml中添加openGauss jdbc和ollama sdk依赖 +```xml + + org.opengauss + opengauss-jdbc + 6.0.1 + + + org.springframework.ai + spring-ai-ollama-spring-boot-starter + 1.0.0.M2 + +``` +# 配置yml文件 +在application.properities文件中配置相应的数据信息 +``` +server.port=8088 +spring.application.name=your_project_name + +spring.datasource.url=jdbc:opengauss://localhost:port/database_name +spring.datasource.username=username +spring.datasource.password=password +spring.datasource.driver-class-name=org.opengauss.Driver + +ollama.model=nomic-embed-text:latest // 你选择的embedding模型 +ollama.modelDim=768 // 向量化后数据的维度 +ollama.embeddingURL=ip:port // ollama服务运行的服务器ip和port +``` +![流程图](figures/opgs-springboot.png) +# 向量数据库配置和操作类 +- 向量数据库的配置类,获取服务地址、用户名、密码等,并[建立连接](integrationJava.md) +```java +@Configuration +public class opgsConfig { + @Value("${spring.datasource.url}") + private String url; + + @Value("${spring.datasource.username}") + private String username; + + @Value("${spring.datasource.password}") + private String password; + + @Value("${spring.datasource.driver-class-name}") + private String driver; + + public Connection getConnection() { + // 连接数据库 + } +} +``` +- 向量数据库的操作类,与数据库交互,完成增删改查,表、向量索引的创建等 [示例参考](integrationJava.md) +```java +@Repository +public class Repository { + private Connection conn; + + public void CreateTable(int dim) + { + ... + } + + public void CreateIndex() + { + ... + } + + public void InsertDataSingle(int id, String content, String vector) + { + ... + } + + public String findNearestVectors(int efsearch, String vector, int topK) + { + ... + } + ... +} +``` +# Service层 +调用Ollama服务将Controller层传递过来的原始数据embedding,并调用操作类中封装的API实现数据访问 +```java +@Service +public class Service { + private final Repository repository; + + @Value("${ollama.modelDim}") + private int vectorDim; + + @Value("${ollama.embeddingURL}") + private String embeddingURL; + + @Value("${ollama.model}") + private String ollamaModel; + + + // 调取Ollama服务embedding + public float[] getEmbedding(String message) + { + OllamaApi ollamaApi = new OllamaApi(embeddingURL); + OllamaOptions options = OllamaOptions.builder().withModel(ollamaModel).build(); + OllamaEmbeddingModel embeddingModel = new OllamaEmbeddingModel(ollamaApi, options); + EmbeddingResponse embeddingResponse = embeddingModel.call(new EmbeddingRequest(List.of(message), options)); + return embeddingResponse.getResult().getOutput(); + } + + // 调取Repository类与向量数据库交互的API + public void CreateTxtTable() + { + repository.CreateTable(vectorDim); + } + + public void InsertTuples(int id, String message) + { + float[] res = getEmbedding(message); + repository.InsertDataSingle(id, message, Arrays.toString(res)); + } + + public void IndexTxt() + { + repository.CreateIndex(); + } + + public String QueryContent(int efsearch, String query, int topK) + { + float[] res = getEmbedding(query); + return repository.findNearestVectors(efsearch, Arrays.toString(res), int topK); + } + ... +} +``` + +# Controller层 +```java +@RestController +public class Controller { + @Autowired + private Service service; + + @GetMapping("/index") + public String IndexDoc() + { + service.CreateTxtTable(); + service.InsertTuples(0, "大规模预训练语言模型 高效并行训练 支持多种NLP任务"); + service.InsertTuples(1, "多模态融合模型 结合文本、图像和音频输入 提供全面的数据理解能力"); + service.InsertTuples(2, "分布式深度学习框架 易于扩展 支持大规模数据处理"); + service.InsertTuples(3, "视频理解与生成模型 先进的时间序列分析技术 适用于监控和娱乐"); + service.InsertTuples(4, "超高分辨率图像生成模型 GAN架构 强大的细节捕捉能力"); + service.IndexTxt(); + return "embedding and index succeed!" + + } + + @GetMapping("/queryVector") + public String queryVector() + { + String query = "适合高效并行训练的大语言模型有哪些"; + int topK = 3; + String res = service.QueryContent(2, query, topK); + System.out.println(res); + return res; + } + +} +``` + +# 结果展示 +- 网页中输入localhost:8088/index完成文本的embedding和索引创建 + +页面会返回如下结果,用户可根据结果自定义前端页面 +``` +embedding and index succeed! +``` +- 网页中输入localhost:8088/queryVector得到json格式的查询结果 + +``` +[ + { + "id": 0, + "content": "大规模预训练语言模型 高效并行训练 支持多种NLP任务" + }, + { + "id": 4, + "content": "超高分辨率图像生成模型 GAN架构 强大的细节捕捉能力" + }, + { + "id": 2, + "content": "分布式深度学习框架 易于扩展 支持大规模数据处理" + }, +] +``` \ No newline at end of file diff --git a/content/zh/docs/DataVec/DataVec-integrations.md b/content/zh/docs/DataVec/DataVec-integrations.md index c12ce9b1b..05a10b200 100644 --- a/content/zh/docs/DataVec/DataVec-integrations.md +++ b/content/zh/docs/DataVec/DataVec-integrations.md @@ -12,8 +12,8 @@ openGauss DataVec提供多种第三方组件的集成教程,并通过多语言 - 从ElasticSearch迁移至openGauss DataVec ## API Reference -- [Python](https://gitee.com/opengauss/openGauss-connector-python-psycopg2) -- [Java](https://gitee.com/opengauss/openGauss-connector-jdbc) +- [Python](integrationPython.md) +- [Java](integrationJava.md) - [Node.js](https://gitee.com/opengauss/openGauss-connector-nodejs) - [Go](integrationGo.md) diff --git a/content/zh/docs/DataVec/DataVec-tutorials.md b/content/zh/docs/DataVec/DataVec-tutorials.md index d5852bed2..fdf3cc46f 100644 --- a/content/zh/docs/DataVec/DataVec-tutorials.md +++ b/content/zh/docs/DataVec/DataVec-tutorials.md @@ -4,4 +4,4 @@ - [打破AI黑盒,拥抱开源力量:基于openGauss+DeepSeek的本地知识库,打造你的专属AI助手!](openGauss-RAG实践.md) - [openGauss DataVec + Dify, 快速搭建你的智能助手平台](openGauss-Dify.md) -- 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zJzc;3a-g)i2WjrFm*d$|zN$-{lTP%^^P?+}yK?z>&mH22B(ZqBsC>$>__7GendVr96*zWJ$z7vO+E_aKZ5=$3t~ z4w-=$_PTu92yg<-HTO9@qTeOpHga>--Y3t;*}V?G!!^FP7&RR)=-#O76yopEZ)@!Q zPC|eD7N?lJXg*GQ`GAYin=akwqvsSm-2r?ke!N`Emge9GIAoIG + org.opengauss + opengauss-jdbc + your version + +``` +## 基本操作 +### 1.连接数据库 +```java +public Connection getConnection(String username, String passwd) +{ + String driver = "org.opengauss.Driver"; + String sourceURL = "jdbc:opengauss://localhost:port/database_name"; + Connection conn = null; + + try { + Class.forName(driver).getDeclaredConstructor().newInstance(); + } catch(Exception e) { + e.printStackTrace(); + return null; + } + try { + conn = DriverManager.getConnection(sourceURL, username, passwd); + System.out.println("Connection succeed!"); + } catch(Exception e) { + e.printStackTrace(); + return null; + } + return conn; +} +``` +### 2.创建表 +```java +// 执行普通SQL语句 +public void ExecuteSQL(Connection conn, String sql) +{ + Statement stmt = null; + try { + stmt = conn.createStatement(); + int rc = stmt.executeUpdate(sql); + stmt.close(); + } catch (SQLException e) { + if (stmt != null) { + try { + stmt.close(); + } catch (SQLException e1) { + e1.printStackTrace(); + } + } + e.printStackTrace(); + } +} + +public void CreateTable(int dim) +{ + String sql = String.format("CREATE TABLE IF NOT EXISTS demotable(id INTEGER, content TEXT, embedding vector(%d));", dim); + ExecuteSQL(sql); +} +``` +### 3.创建索引 +```java +// 用L2距离创建HNSW类型的向量索引 +public void CreateIndex() +{ + String sql = String.format("CREATE INDEX ON demotable USING hnsw (embedding vector_l2_ops);"); + ExecuteSQL(sql); +} +``` +### 4.插入/删除/更新 +- 插入 + ```java +public void InsertDataSingle(int id, String content, String vector) +{ + String sql = String.format("INSERT INTO demotable VALUES(%d, '%s', '%s');", id, content, vector); + ExecuteSQL(sql); +} +``` +- 删除 +```java +public void DeleteData() +{ + String sql = String.format("DELETE FROM demotable where id > 10;"); + ExecuteSQL(sql); +} +``` +- 更新 +```java +public void UpdateData(String vector) +{ + String sql = String.format("UPDATE demotable set embedding = '%s' where id = 10;"); + ExecuteSQL(sql); +} +``` +### 5.查询 +```java +public String findNearestVectors(Connection conn, int efsearch, String vector, int topK) +{ + Statement statement = null; + ResultSet resultSet = null; + String res = ""; + // 设置查询参数 + String paramsql = String.format("set hnsw_ef_search = %d;", efsearch); + ExecuteSQL(paramsql); + String querysql = String.format("SELECT * FROM demotable ORDER BY embedding <-> '%s' LIMIT %d;", vector, topK); + try { + statement = conn.createStatement(); + resultSet = statement.executeQuery(querysql); + while (resultSet.next()) { + int id = resultSet.getInt("id"); + String content = resultSet.getString("content"); + Object embed = resultSet.getObject("embedding"); + // 替换成你希望的结果 + res += "id: " + id + ", content: " + content + ",embedding: " + embed + "\n"; + } + } catch (Exception e) { + e.printStackTrace(); + } finally { + try { if (resultSet != null) resultSet.close(); } catch(Exception e) {} + try { if (statement != null) statement.close(); } catch(Exception e) {} + } + return res; +} +``` +[更多操作示例参考](https://gitee.com/opengauss/openGauss-connector-jdbc) \ No newline at end of file diff --git a/content/zh/docs/DataVec/integrationPython.md b/content/zh/docs/DataVec/integrationPython.md new file mode 100644 index 000000000..7b12e67e0 --- /dev/null +++ b/content/zh/docs/DataVec/integrationPython.md @@ -0,0 +1,143 @@ +# Python SDK对接向量数据库 +本文介绍如何使用Python语言调用openGauss向量数据库 + +## 环境准备 +限制:python3.11及以上 +- 在线安装 +```bash +pip3 install psycopg2 +``` +- 离线安装 + +开发者可以直接到[pypi官网](https://pypi.org/project/psycopg2/)下载psycopg2并安装。 +```bash +pip3 install YourPath/psycopg2.whl +``` + +## 基本操作 +### 1.连接数据库 +```python +import psycopg2 +from psycopg2 import sql +import numpy as np +from typing import List + +def create_connection(dbname:str, user:str, password:str, host:str, port:int): + conn = psycopg2.connect( + dbname = dbname, + user = user, + password = password, + host = host, + port = port + ) + cursor = conn.cursor() + return conn, cursor +``` +### 2.创建表 +```python +def create_table(conn, cursor, table_name:str, dim:int): + cursor.execute( + sql.SQL( + "CREATE TABLE IF NOT EXISTS public.{table_name} (id BIGINT PRIMARY KEY, embedding vector({dim}));" + ).format(table_name = sql.Identifier(table_name), dim = sql.Literal(dim)) + ) + conn.commit() +``` + +### 3.创建索引 +```python +def create_index(conn, cursor, table_name:str, index_name:str): + cursor.execute( + sql.SQL( + """ + CREATE INDEX IF NOT EXISTS {index_name} ON public.{table_name} + USING hnsw (embedding vector_l2_ops); + """ + ).format(index_name = sql.Identifier(index_name), table_name = sql.Identifier(table_name)) + ) + conn.commit() +``` + +### 4.插入/删除/更新数据 +- 批量插入 +```python +def insert(conn, cursor, table_name:str, embeddings:List[List[float]], ids:List[int]): + data = list(zip(ids, embeddings)) + cursor.executemany( + sql.SQL("INSERT INTO public.{table_name} (id, embedding) VALUES(%s, %s);") + .format(table_name = sql.Identifier(table_name)), data + ) + conn.commit() +``` + +- 删除 +```python +def delete(conn, cursor, table_name:str, ids:List[int]): + cursor.execute( + sql.SQL( + "DELETE FROM public.{table_name} WHERE id IN ({ids});" + ).format(table_name = sql.Identifier(table_name), ids = sql.SQL(',').join(map(sql.Literal, ids))) + ) + delete_count = cursor.rowcount + conn.commit() + return delete_count +``` + +- 更新 +```python +def update(conn, cursor, table_name:str, id:int, vector:List[List[float]]): + cursor.execute( + sql.SQL( + "UPDATE public.{table_name} SET embedding = %s WHERE id = %s;" + ).format(table_name = sql.Identifier(table_name)), (vector ,id) + ) + conn.commit() +``` + +### 5.查询 +```python +# 串行批量查询 +def select(conn, cursor, table_name:str, queries:List[List[float]], topk:int): + ids = [] + for emb in queries: + cursor.execute( + sql.SQL( + "SELECT * FROM public.{table_name} ORDER BY embedding <-> %s::vector LIMIT %s::int;" + ).format(table_name = sql.Identifier(table_name)), (emb, topk) + ) + conn.commit() + result = cursor.fetchall() + ids.append([int(i[0]) for i in result]) + return ids +``` + +### 6.删除表 +```python +def drop_table(conn, cursor, table_name:str): + cursor.execute( + sql.SQL( + "DROP TABLE IF EXISTS public.{table_name};" + ).format(table_name = sql.Identifier(table_name)) + ) + conn.commit() +``` + +### 7.关闭连接 +```python +def close_connection(conn, cursor): + conn.close() + cursor.close() +``` + +## 用例 +```python +conn, cursor = create_connection("testdb", "test_user", YourPassword, "localhost", 5432) +create_table(conn, cursor, "test_table1", 3) +create_index(conn, cursor, "test_table1", "idx_test1") +insert(conn, cursor, "test_table1", [[1.2, 3, 5], [4.3, 5.2, 1]], [0, 1]) +delete(conn, cursor, "test_table1", [0]) +update(conn, cursor, "test_table1", 1, [1, 3, 3]) +select(conn, cursor, "test_table1", [[1, 2, 2], [3, 5, 1]], 2) +drop_table(conn, cursor, "test_table1") +close_connection(conn, cursor) +``` \ No newline at end of file diff --git a/content/zh/docs/DataVec/openGauss-Springboot.md b/content/zh/docs/DataVec/openGauss-Springboot.md new file mode 100644 index 000000000..62aa60292 --- /dev/null +++ b/content/zh/docs/DataVec/openGauss-Springboot.md @@ -0,0 +1,200 @@ +# Spring Boot集成openGauss DataVec实现向量化检索 +本文将介绍如何在 Spring Boot 框架中集成 openGauss DataVec 向量数据库,并调用 Ollama 服务提供的 embedding 服务,以此高效实现数据的向量化存储与检索,为 RAG(检索增强生成)提供助力。 +## 要求 +- 安装java1.8及以上版本 +- Spring Boot 3.X及以上版本 +- Ollama服务安装部署 [部署参考](https://github.com/ollama/ollama) +- openGauss数据库安装部署 [容器镜像安装](../InstallationGuide/容器镜像安装.md) + +# 添加Maven依赖 +在pom.xml中添加openGauss jdbc和ollama sdk依赖 +```xml + + org.opengauss + opengauss-jdbc + 6.0.1 + + + org.springframework.ai + spring-ai-ollama-spring-boot-starter + 1.0.0.M2 + +``` +# 配置yml文件 +在application.properities文件中配置相应的数据信息 +``` +server.port=8088 +spring.application.name=your_project_name + +spring.datasource.url=jdbc:opengauss://localhost:port/database_name +spring.datasource.username=username +spring.datasource.password=password +spring.datasource.driver-class-name=org.opengauss.Driver + +ollama.model=nomic-embed-text:latest // 你选择的embedding模型 +ollama.modelDim=768 // 向量化后数据的维度 +ollama.embeddingURL=ip:port // ollama服务运行的服务器ip和port +``` +![流程图](figures/opgs-springboot.png) +# 向量数据库配置和操作类 +- 向量数据库的配置类,获取服务地址、用户名、密码等,并[建立连接](integrationJava.md) +```java +@Configuration +public class opgsConfig { + @Value("${spring.datasource.url}") + private String url; + + @Value("${spring.datasource.username}") + private String username; + + @Value("${spring.datasource.password}") + private String password; + + @Value("${spring.datasource.driver-class-name}") + private String driver; + + public Connection getConnection() { + // 连接数据库 + } +} +``` +- 向量数据库的操作类,与数据库交互,完成增删改查,表、向量索引的创建等 [示例参考](integrationJava.md) +```java +@Repository +public class Repository { + private Connection conn; + + public void CreateTable(int dim) + { + ... + } + + public void CreateIndex() + { + ... + } + + public void InsertDataSingle(int id, String content, String vector) + { + ... + } + + public String findNearestVectors(int efsearch, String vector, int topK) + { + ... + } + ... +} +``` +# Service层 +调用Ollama服务将Controller层传递过来的原始数据embedding,并调用操作类中封装的API实现数据访问 +```java +@Service +public class Service { + private final Repository repository; + + @Value("${ollama.modelDim}") + private int vectorDim; + + @Value("${ollama.embeddingURL}") + private String embeddingURL; + + @Value("${ollama.model}") + private String ollamaModel; + + + // 调取Ollama服务embedding + public float[] getEmbedding(String message) + { + OllamaApi ollamaApi = new OllamaApi(embeddingURL); + OllamaOptions options = OllamaOptions.builder().withModel(ollamaModel).build(); + OllamaEmbeddingModel embeddingModel = new OllamaEmbeddingModel(ollamaApi, options); + EmbeddingResponse embeddingResponse = embeddingModel.call(new EmbeddingRequest(List.of(message), options)); + return embeddingResponse.getResult().getOutput(); + } + + // 调取Repository类与向量数据库交互的API + public void CreateTxtTable() + { + repository.CreateTable(vectorDim); + } + + public void InsertTuples(int id, String message) + { + float[] res = getEmbedding(message); + repository.InsertDataSingle(id, message, Arrays.toString(res)); + } + + public void IndexTxt() + { + repository.CreateIndex(); + } + + public String QueryContent(int efsearch, String query, int topK) + { + float[] res = getEmbedding(query); + return repository.findNearestVectors(efsearch, Arrays.toString(res), int topK); + } + ... +} +``` + +# Controller层 +```java +@RestController +public class Controller { + @Autowired + private Service service; + + @GetMapping("/index") + public String IndexDoc() + { + service.CreateTxtTable(); + service.InsertTuples(0, "大规模预训练语言模型 高效并行训练 支持多种NLP任务"); + service.InsertTuples(1, "多模态融合模型 结合文本、图像和音频输入 提供全面的数据理解能力"); + service.InsertTuples(2, "分布式深度学习框架 易于扩展 支持大规模数据处理"); + service.InsertTuples(3, "视频理解与生成模型 先进的时间序列分析技术 适用于监控和娱乐"); + service.InsertTuples(4, "超高分辨率图像生成模型 GAN架构 强大的细节捕捉能力"); + service.IndexTxt(); + return "embedding and index succeed!" + + } + + @GetMapping("/queryVector") + public String queryVector() + { + String query = "适合高效并行训练的大语言模型有哪些"; + int topK = 3; + String res = service.QueryContent(2, query, topK); + System.out.println(res); + return res; + } + +} +``` + +# 结果展示 +- 网页中输入localhost:8088/index完成文本的embedding和索引创建 + +页面会返回如下结果,用户可根据结果自定义前端页面 +``` +embedding and index succeed! +``` +- 网页中输入localhost:8088/queryVector得到json格式的查询结果 + +``` +[ + { + "id": 0, + "content": "大规模预训练语言模型 高效并行训练 支持多种NLP任务" + }, + { + "id": 4, + "content": "超高分辨率图像生成模型 GAN架构 强大的细节捕捉能力" + }, + { + "id": 2, + "content": "分布式深度学习框架 易于扩展 支持大规模数据处理" + }, +] +``` \ No newline at end of file -- Gitee