https://github.com/stylepatrick/spring-ai-chat-bot

Demonstrates various AI functionalities using Spring AI, including chat responses, JSON data handling, image creation and description, real-time data loading, text-to-speech, and vector store usage.
https://github.com/stylepatrick/spring-ai-chat-bot

chatbot custom-data openai-functions rest-api spring spring-ai spring-openapi vectorstore

Last synced: 3 days ago
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Demonstrates various AI functionalities using Spring AI, including chat responses, JSON data handling, image creation and description, real-time data loading, text-to-speech, and vector store usage.

• Host: GitHub
• URL: https://github.com/stylepatrick/spring-ai-chat-bot
• Owner: stylepatrick
• Created: 2024-05-17T17:08:15.000Z (9 months ago)
• Default Branch: master
• Last Pushed: 2024-06-16T15:29:54.000Z (8 months ago)
• Last Synced: 2024-11-27T17:13:15.998Z (2 months ago)
• Topics: chatbot, custom-data, openai-functions, rest-api, spring, spring-ai, spring-openapi, vectorstore
• Language: Java
• Homepage:
• Size: 8.32 MB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Spring AI Chat Bot

This project demonstrates various AI functionalities using Spring AI. It includes capabilities for generating chat responses, handling JSON formatted data, creating images, describing images, loading real-time data via APIs with Open AI Functions, generating speech from text, and utilizing a vector store for custom data.

### API POST-Requests:

#### General Message to AI

- **URL**: `http://localhost:8080/api/generalMessage`

- **Description**: Sends a general message to AI for a response.

![General Message](img_1.png)

#### Get Biggest Customers

- **URL**: `http://localhost:8080/api/biggestCustomers`

- **Description**: Retrieves the biggest customers for a given company in JSON format.

![Biggest Customers](img_3.png)

#### Get Headquarters for a Company

- **URL**: `http://localhost:8080/api/companyHeadquarters`

- **Description**: Gets the headquarters of a given company in JSON format.

![Company Headquarters](img_4.png)

#### Generate an Image from Text

- **URL**: `http://localhost:8080/api/image`

- **Description**: Generates an image from a given text using DALLE.

![Image Generation](img.png)

#### Load Real-Time Data via API

- **URL**: `http://localhost:8080/api/weatherService`

- **Description**: Uses AI functions to load actual data from an API request and generate a response.

![Weather Service](img_5.png)

#### Describe an Image

- **URL**: `http://localhost:8080/api/describeImage`

- **Description**: Uses OpenAI vision to describe the content of an image.

![Image Description](img_6.png)

#### Generate Speech from Text

- **URL**: `http://localhost:8080/api/talk`

- **Description**: Generates speech from a given text.

![Text to Speech](img_7.png)

#### Describe an Image with Speech

- **URL**: `http://localhost:8080/api/describeImageWithSpeech`

- **Description**: Describes an image with generated speech.

![Image Description with Speech](img_8.png)

#### Use a Vector Store for Custom Data

- **URL**: `http://localhost:8080/vectorstore/message`

- **Description**: Uses a vector store to build embeddings on custom data.

![Vector Store Message](img_2.png)

## Vector Store Setup in PostgreSQL

```sql

CREATE EXTENSION IF NOT EXISTS vector;

CREATE EXTENSION IF NOT EXISTS hstore;

CREATE EXTENSION IF NOT EXISTS "uuid-ossp";

CREATE TABLE IF NOT EXISTS vector_store (

    id uuid DEFAULT uuid_generate_v4() PRIMARY KEY,

    content text,

    metadata json,

    embedding vector(1536)

);

CREATE INDEX ON vector_store USING HNSW (embedding vector_cosine_ops);