Copilot commented on code in PR #3679:
URL: https://github.com/apache/hertzbeat/pull/3679#discussion_r2285718838
##########
home/docs/help/ai_agent_chat.md:
##########
@@ -0,0 +1,255 @@
+---
+id: ai_agent_chat
+title: AI Agent Chat User Guide
+sidebar_label: AI Agent Chat
+keywords: [AI, Chat, Agent, Monitoring, Assistant, OpenAI]
+---
+
+> HertzBeat AI Agent Chat is an intelligent monitoring assistant that helps
you manage monitors, configure alerts, and optimize your infrastructure
monitoring through natural language conversation.
+
+## Overview
+
+The AI Agent Chat feature provides an interactive chat interface where you can:
+
+- 🔍 List and manage your existing monitors
+- ➕ Add new monitors for websites, APIs, databases, and services
+- 🗑️ Delete existing monitors
+- 📊 Get detailed information about available monitor types and their
parameters-
Review Comment:
Remove the trailing hyphen after 'parameters' - it should end with a period
or be part of a proper list.
```suggestion
- 📊 Get detailed information about available monitor types and their
parameters
```
##########
hertzbeat-ai-agent/src/main/java/org/apache/hertzbeat/ai/agent/tools/impl/MonitorToolsImpl.java:
##########
@@ -64,24 +70,301 @@ public String listMonitors(
@ToolParam(description = "Sort field, e.g., 'name' (default:
gmtCreate)", required = false) String sort,
@ToolParam(description = "Sort order, 'asc' or 'desc' (default:
desc)", required = false) String order,
@ToolParam(description = "Page index (default: 0)", required =
false) Integer pageIndex,
- @ToolParam(description = "Page size (default: 8)", required =
false) Integer pageSize,
- ToolContext context) {
+ @ToolParam(description = "Page size (default: 8)", required =
false) Integer pageSize) {
try {
Page<Monitor> result = monitorServiceAdapter.getMonitors(ids, app,
search, status, sort, order, pageIndex, pageSize, labels);
log.debug("MonitorServiceAdapter.getMonitors result: {}", result);
- return
result.getContent().stream().map(Monitor::getName).toList().toString();
+
+ // Format response to include both ID and name for better usability
+ StringBuilder response = new StringBuilder();
+ response.append("Found
").append(result.getContent().size()).append(" monitors:\n\n");
+
+ for (Monitor monitor : result.getContent()) {
+ log.info(String.valueOf(monitor.getId()));
Review Comment:
Using String.valueOf() in a log statement is redundant. Use
log.info(\"Monitor ID: {}\", monitor.getId()) for better readability and
performance.
```suggestion
log.info("{}", monitor.getId());
```
##########
home/docs/help/ai_agent_chat.md:
##########
@@ -0,0 +1,255 @@
+---
+id: ai_agent_chat
+title: AI Agent Chat User Guide
+sidebar_label: AI Agent Chat
+keywords: [AI, Chat, Agent, Monitoring, Assistant, OpenAI]
+---
+
+> HertzBeat AI Agent Chat is an intelligent monitoring assistant that helps
you manage monitors, configure alerts, and optimize your infrastructure
monitoring through natural language conversation.
+
+## Overview
+
+The AI Agent Chat feature provides an interactive chat interface where you can:
+
+- 🔍 List and manage your existing monitors
+- ➕ Add new monitors for websites, APIs, databases, and services
+- 🗑️ Delete existing monitors
+- 📊 Get detailed information about available monitor types and their
parameters-
+- ⚡ Check monitor status and troubleshoot monitoring issues
+
+## Prerequisites
+
+Before using the AI Agent Chat, ensure:
+
+1 **OpenAI Configuration**: Valid OpenAI API key must be configured
+2 **Database Connection**: HertzBeat database must be accessible for monitor
operations
+
+## Configuration
+
+### OpenAI API Key Setup
+
+The AI Agent Chat uses OpenAI's GPT models. You need to configure an OpenAI
API key in one of two ways:
+
+#### Method 1: Database Configuration via UI (Recommended)
+
+1. Navigate to the AI Agent Chat interface
+2. If no API key is configured, you'll see a configuration dialog
+3. Enter your OpenAI API key
+4. Click **Save Configuration**
+
+#### Method 2: YAML Configuration
+
+Add to your `application.yml`:
+
+```yaml
+spring:
+ ai:
+ openai:
+ api-key: sk-your-openai-api-key-here
+```
+
+### Configuration Priority
+
+- **Database configuration** takes priority over YAML configuration
+- Configuration changes are applied immediately without restart
+- Invalid API keys are automatically validated before saving
+
+## Using the AI Agent Chat
+
+### Accessing the Chat Interface
+
+1. Navigate to the **AI Agent Chat** section in HertzBeat web interface
+2. You'll see the HertzBeat Monitoring Assistant welcome screen
+3. Start typing your questions in the chat input field
+
+### Sample Conversations
+
+#### Adding a New Monitor
+
+```text
+You: Add a new HTTP monitor for my website https://example.com
+Assistant: I'll help you add an HTTP monitor for https://example.com.
+Let me create that monitor with the following configuration:
+- Name: example.com Website Monitor
+- Type: HTTP
+- Host: example.com
+- Port: 443 (HTTPS)
+- Path: /
+- Interval: 60 seconds
+
+Monitor created successfully with ID: 12345
+```
+
+#### Listing Existing Monitors
+
+```text
+You: Show me all my current monitors
+Assistant: Here are your current monitors:
+
+1. **Linux Server** (ID: 1001)
+ - Status: ✅ Online
+ - Host: 192.168.1.100
+ - Last Check: 2 minutes ago
+
+2. **MySQL Database** (ID: 1002)
+ - Status: ⚠️ Warning
+ - Host: db.example.com
+ - Last Check: 30 seconds ago
+
+3. **Website Monitor** (ID: 1003)
+ - Status: ✅ Online
+ - Host: https://example.com
+ - Last Check: 1 minute ago
+
+Would you like details on any specific monitor?
+```
+
+#### Getting Monitor Type Information
+
+```text
+You: What parameters do I need to monitor a PostgreSQL database?
+Assistant: To monitor a PostgreSQL database, you'll need these parameters:
+
+**Required Parameters:**
+- **Host**: Database server IP/hostname
+- **Port**: PostgreSQL port (default: 5432)
+- **Database**: Database name to connect to
+- **Username**: Database username
+- **Password**: Database password
+
+**Optional Parameters:**
+- **Timeout**: Connection timeout (default: 6000ms)
+- **Query Timeout**: SQL query timeout (default: 3000ms)
+- **SSL**: Enable SSL connection (default: false)
+
+Would you like me to help you add a PostgreSQL monitor?
+```
+
+### Chat Features
+
+#### Message History
+
+- All conversations are automatically saved
+- Access previous conversations from the sidebar
+- Search through conversation history
+- Export conversation logs
+
+#### Real-time Responses
+
+- Streaming responses for immediate feedback
+- Typing indicators show when the assistant is processing
+- Cancel ongoing requests if needed
+
+#### Conversation Management
+
+- Create new conversations for different topics
+- Rename conversations for better organization
+- Delete old conversations to keep things clean
+Note: Conversations are not saved in the database
Review Comment:
This note contradicts the implementation which shows conversations are
stored in memory with conversation management features. Consider updating this
documentation to reflect the actual behavior.
```suggestion
Note: Conversations are not saved in the database, but are stored in memory
for your current session. This allows you to manage, search, and export
conversations while the session is active. Conversations will be lost when you
refresh the page or log out.
```
##########
hertzbeat-ai-agent/src/main/java/org/apache/hertzbeat/ai/agent/service/impl/ConversationServiceImpl.java:
##########
@@ -15,15 +15,262 @@
* limitations under the License.
*/
-
package org.apache.hertzbeat.ai.agent.service.impl;
+import lombok.extern.slf4j.Slf4j;
+import org.apache.hertzbeat.ai.agent.pojo.dto.ChatRequestContext;
+import org.apache.hertzbeat.ai.agent.pojo.dto.ChatResponseDto;
+import org.apache.hertzbeat.ai.agent.pojo.dto.ConversationDto;
+import org.apache.hertzbeat.ai.agent.pojo.dto.MessageDto;
+import org.apache.hertzbeat.ai.agent.service.ChatClientProviderService;
+import org.apache.hertzbeat.ai.agent.service.ConversationService;
+import org.apache.hertzbeat.ai.agent.service.OpenAiConfigService;
+import org.springframework.beans.factory.annotation.Autowired;
+import org.springframework.http.codec.ServerSentEvent;
import org.springframework.stereotype.Service;
+import reactor.core.publisher.Flux;
+
+import java.time.LocalDateTime;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.UUID;
+import java.util.concurrent.ConcurrentHashMap;
+import java.util.stream.Collectors;
/**
* Implementation of the ConversationService interface for managing chat
conversations.
*/
+@Slf4j
@Service
-public class ConversationServiceImpl {
+public class ConversationServiceImpl implements ConversationService {
+
+ private final Map<String, Map<String, Object>> conversations = new
ConcurrentHashMap<>();
Review Comment:
Using ConcurrentHashMap for in-memory storage will lose data on application
restart. Consider implementing persistent storage or document this limitation
clearly.
```suggestion
/**
* In-memory storage for conversations.
* WARNING: All data will be lost on application restart.
* For production use, consider implementing persistent storage.
*/
private final Map<String, Map<String, Object>> conversations = new
ConcurrentHashMap<>();
/**
* In-memory storage for conversation messages.
* WARNING: All data will be lost on application restart.
* For production use, consider implementing persistent storage.
*/
```
##########
home/docs/help/ai_agent_chat.md:
##########
@@ -0,0 +1,255 @@
+---
+id: ai_agent_chat
+title: AI Agent Chat User Guide
+sidebar_label: AI Agent Chat
+keywords: [AI, Chat, Agent, Monitoring, Assistant, OpenAI]
+---
+
+> HertzBeat AI Agent Chat is an intelligent monitoring assistant that helps
you manage monitors, configure alerts, and optimize your infrastructure
monitoring through natural language conversation.
+
+## Overview
+
+The AI Agent Chat feature provides an interactive chat interface where you can:
+
+- 🔍 List and manage your existing monitors
+- ➕ Add new monitors for websites, APIs, databases, and services
+- 🗑️ Delete existing monitors
+- 📊 Get detailed information about available monitor types and their
parameters-
+- ⚡ Check monitor status and troubleshoot monitoring issues
+
+## Prerequisites
+
+Before using the AI Agent Chat, ensure:
+
+1 **OpenAI Configuration**: Valid OpenAI API key must be configured
Review Comment:
Missing period after 'configured' for consistency with numbered list
formatting.
```suggestion
1 **OpenAI Configuration**: Valid OpenAI API key must be configured.
```
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