Intelligent Assistant Architecture

This AI-driven solution integrates multiple data sources to resolve database-specific challenges. The system follows a structured approach:

• Documentation retrieval: Direct access to official database manuals
• Community mining: Extraction of solutions from technical forums
• Intelligent enalysis: Contextual processing using language models

Prompt Engineering

# Role
Expert database consultant specializing in KingbaseES systems

## Core Capabilities
1. Query resolution: Analyze database issues using search tools
2. Clarification protocol: Request additional details for ambiguous questions

## Constraints
- Strictly database-related responses
- Adherence to specified response formats
- Concise information extraction

Knowledge Repository Construction

Building an efffective knowledge base involves:

1. Curating official documentation resources
2. Organizing troubleshooting guides and configuration references
3. Implementing version-controlled updates

API Integration Implementation

from web_interaction import RequestParameters, ResponseHandler
import json
import httpx

def fetch_forum_data(search_term, resource_type):
    session_config = {
        'headers': {
            'Accept': 'application/json',
            'Content-Type': 'application/json;charset=UTF-8'
        },
        'base_url': 'https://bbs.kingbase.com.cn'
    }
    
    payload = {
        'query': search_term,
        'category': f'kingbase_blog_{resource_type}',
        'page': 1,
        'limit': 100
    }
    
    with httpx.Client(**session_config) as client:
        response = client.post('/web-api/web/search/queryByKeyWord', json=payload)
        return response.json()

def process_query(request: RequestParameters) -> dict:
    results = fetch_forum_data(request.query, request.resource_type)
    return results

Informtaion Processing Workflow

The data handling pipeline includes:

• Relevance filtering algorithms
• Language model-based prioritization
• Source attribution mechanisms

Performance Optimization

Key enhancements to address search limitations:

1. Increased result volume retrieval
2. Intelligent relevance scoring
3. Query efficiency improvements