springai 1.0 update

.gitignore

@@ -64,11 +64,3 @@ spring_ai/create_user.sql
 spring_ai/drop.sql
 src/client/spring_ai/target/classes/*
 api_server_key
-src/client/mcp/rag/optimizer_settings.json
-src/client/mcp/rag/pyproject.toml
-src/client/mcp/rag/main.py
-src/client/mcp/rag/.python-version
-src/client/mcp/rag/uv.lock
-src/client/mcp/rag/node_modules/
-src/client/mcp/rag/package-lock.json
-src/client/mcp/rag/package.json

src/client/spring_ai/LICENSE.txt

@@ -0,0 +1,35 @@
+Copyright (c) 2024 Oracle and/or its affiliates.
+
+The Universal Permissive License (UPL), Version 1.0
+
+Subject to the condition set forth below, permission is hereby granted to any
+person obtaining a copy of this software, associated documentation and/or data
+(collectively the "Software"), free of charge and under any and all copyright
+rights in the Software, and any and all patent rights owned or freely
+licensable by each licensor hereunder covering either (i) the unmodified
+Software as contributed to or provided by such licensor, or (ii) the Larger
+Works (as defined below), to deal in both
+
+(a) the Software, and
+(b) any piece of software and/or hardware listed in the lrgrwrks.txt file if
+one is included with the Software (each a "Larger Work" to which the Software
+is contributed by such licensors),
+
+without restriction, including without limitation the rights to copy, create
+derivative works of, display, perform, and distribute the Software and make,
+use, sell, offer for sale, import, export, have made, and have sold the
+Software and the Larger Work(s), and to sublicense the foregoing rights on
+either these or other terms.
+
+This license is subject to the following condition:
+The above copyright notice and either this complete permission notice or at
+a minimum a reference to the UPL must be included in all copies or
+substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.

src/client/spring_ai/README.md

@@ -20,12 +20,12 @@ Get Started with Java Development](https://docs.oracle.com/en/database/oracle/or
 
 Download one of them through the `Download SpringAI` button. Unzip the content and set the executable permission on the `start.sh`  with `chmod 755 ./start.sh`.
 
-Edit `start.sh` to add only the DB_PASSWORD not exported, as in this example:
+Edit `start.sh` to change the DB_PASSWORD or any other referece/credential changed by the dev env, as in this example:
 ```
 export SPRING_AI_OPENAI_API_KEY=$OPENAI_API_KEY
 export DB_DSN="jdbc:oracle:thin:@localhost:1521/FREEPDB1"
 export DB_USERNAME=<DB_USER_NAME>
-export DB_PASSWORD=""
+export DB_PASSWORD=<DB_PASSWORD>
 export DISTANCE_TYPE=COSINE
 export OPENAI_CHAT_MODEL=gpt-4o-mini
 export OPENAI_EMBEDDING_MODEL=text-embedding-3-small
@@ -52,15 +52,19 @@ Start with:
 ./start.sh
 ```
 
-This project contains a web service that will accept HTTP GET requests at
+This project contains a web service that will accept HTTP requests at
 
-* `http://localhost:9090/v1/chat/completions`: to use Vector Search via OpenAI REST API 
-* `http://localhost:9090/v1/service/llm` : to chat straight with the LLM used
-* `http://localhost:9090/v1/service/search/`: to search for document similar to the message provided
-* `http://localhost:9090/v1/service/store-chunks/`: to embedd and store a list of text chunks in the vectorstore
+* `http://localhost:9090/v1/chat/completions`: to use RAG via OpenAI REST API [**POST**]
+* `http://localhost:9090/v1/models`: returns models behind the RAG via OpenAI REST API [**GET**]
+* `http://localhost:9090/v1/service/llm` : to chat straight with the LLM used [**GET**]
+* `http://localhost:9090/v1/service/search/`: to search for similar chunk documents to the message provided [**GET**]
+* `http://localhost:9090/v1/service/store-chunks/`: to embedd and store a list of text chunks in the vectorstore [**POST**]
 
 
-Vector Search call example with `openai` build profile with no-stream: 
+
+
+### Completions
+RAG call example with `openai` build profile with no-stream: 
 
 ```
 curl -N http://localhost:9090/v1/chat/completions \
@@ -119,23 +123,38 @@ curl -X POST http://localhost:9090/v1/service/store-chunks \
   -d '["First chunk of text.", "Second chunk.", "Another example."]'
 ```
 
-response:
+### Get model name
+Return the name of model used. It's useful to integrate ChatGUIs that require the model list before proceed.
+
+```
+curl http://localhost:9090/v1/models
+```
+
+## MCP RagTool
+The completion service is also available as an MCP server based on the SSE transport protocol.
+To test it:
 
+* Start as usual the microservice: 
+```shell
+./start.sh
 ```
-[
-  [
-    -0.014500250108540058,
-    -0.03604526072740555,
-    0.035963304340839386,
-    0.010181647725403309,
-    -0.01610776223242283,
-    -0.021091962233185768,
-    0.03924199938774109,
-    ..
-  ]  
-]
+
+* Start the MCP inspector:
+```shell
+export DANGEROUSLY_OMIT_AUTH=true
+npx @modelcontextprotocol/inspector  
 ```
 
+* With a web browser open: http://127.0.0.1:6274
+
+* Configure:
+  * Transport Type: SSE
+  * URL: http://127.0.0.1:9090/sse
+  * set Request Timeout to: 200000
+
+* Test a call to `getRag` Tool.
+
+
 ## Oracle Backend for Microservices and AI
 * Add in `application-obaas.yml` the **OPENAI_API_KEY**, if the deployement is based on the OpenAI LLM services:
 ```
@@ -248,11 +267,6 @@ it should return:
 ```
 
 
-
-
-
-
-
 ## Prerequisites
 
 Before using the AI commands, make sure you have a developer token from OpenAI.
@@ -269,3 +283,7 @@ export SPRING_AI_OPENAI_API_KEY=<INSERT KEY HERE>
 Setting the API key is all you need to run the application.
 However, you can find more information on setting started in the [Spring AI reference documentation section on OpenAI Chat](https://docs.spring.io/spring-ai/reference/api/clients/openai-chat.html).
 
+
+
+
+

src/client/spring_ai/pom.xml

@@ -32,6 +32,11 @@
 
 	<dependencies>
 
+		<dependency>
+			<groupId>org.springframework.ai</groupId>
+			<artifactId>spring-ai-starter-mcp-server-webmvc</artifactId>
+		</dependency>
+
 		<dependency>
 			<groupId>org.springframework.boot</groupId>
 			<artifactId>spring-boot-starter-web</artifactId>
@@ -75,15 +80,15 @@
 			<version>23.5.0.24.07</version>
 		</dependency>
 
-		<dependency> 
+		<dependency>
 			<groupId>org.springframework.boot</groupId>
 			<artifactId>spring-boot-starter-jdbc</artifactId>
 		</dependency>
 		<dependency>
 			<groupId>com.oracle.database.spring</groupId>
 			<artifactId>oracle-spring-boot-starter-wallet</artifactId>
 			<version>23.4.0</version>
-		 </dependency>
+		</dependency>
 
 		<!-- ORACLE DB END-->