Knowledge Base Overview
The Knowledge Base (KB) enables you to enhance your agents with domain-specific information, making them more accurate and useful for specialized tasks.What is Knowledge Base?
A knowledge base is a collection of documents and data that your agent can reference when answering questions or executing tasks. Instead of relying solely on pre-trained knowledge, agents can access your proprietary information.Why Use Knowledge Base?
Domain Expertise
Give agents specialized knowledge in your field
Accurate Answers
Base responses on your actual data and documents
Easy Updates
Keep information current by updating the knowledge base
Privacy Control
Keep sensitive data within your controlled environment
Key Features
Vector-Based Search
Uses semantic search to find relevant information:- Understands meaning, not just keywords
- Finds related concepts
- Ranks results by relevance
Multiple File Formats
Supports various document types:- Documents: PDF, DOCX, TXT, MD
- Spreadsheets: CSV, XLSX
- Presentations: PPTX
- Web: HTML content
- Code: Source code files
Context-Aware Retrieval
Integrates retrieved knowledge into responses:- Automatic context selection
- Relevance scoring
- Source attribution
Use Cases
Customer Support
Upload:- Product manuals
- FAQs
- Policy documents
- Troubleshooting guides
Research & Analysis
Upload:- Research papers
- Industry reports
- Case studies
- Historical data
Legal & Compliance
Upload:- Regulations
- Compliance documents
- Legal precedents
- Company policies
Technical Documentation
Upload:- API documentation
- Technical specs
- Code documentation
- Architecture diagrams
Knowledge Base Workflow
Managing Knowledge Bases
Creating KBs
Create multiple knowledge bases for different use cases:- Product documentation
- Company policies
- Technical specifications
- Research materials
Updating Content
Keep knowledge current:- Add new documents
- Update existing files
- Remove outdated content
- Automatic re-indexing
Access Control
Control who can use each knowledge base:- Public templates
- Team-specific KBs
- Private knowledge
- Permission management
Best Practices
Document Organization
- Group related content together
- Use clear file names
- Maintain consistent structure
- Update regularly
Content Quality
- Ensure accuracy and currency
- Use clear, concise language
- Include examples where helpful
- Standardize formatting
Size Considerations
- Start with key documents
- Add content incrementally
- Monitor retrieval quality
- Balance breadth vs depth