3.5 Advanced Claude Techniques¶
Artifacts Mastery¶
Interactive Document Editor¶
- Real-time document creation
- Collaborative editing
- Supports multiple formats
Workflow Integration¶
- Generating living documents
- Seamless export capabilities
- Context preservation
Multi-Turn Analysis¶
Context Building Strategies¶
- Maintaining conversation coherence
- Progressive information gathering
- Depth vs. breadth management
Advanced Prompting¶
- Contextual memory techniques
- Cross-conversation reasoning
- Strategic information reveal
Long Document Handling¶
Strategies for Massive Context¶
- Chunking techniques
- Semantic search within documents
- Progressive summarization
- Key point extraction
Performance Optimization¶
- Token management
- Strategic information retrieval
- Efficient reasoning approaches
Extracting Structured Data¶
Output Formats¶
- CSV generation
- JSON structuring
- Markdown tables
- Spreadsheet-compatible outputs
Data Transformation¶
- Cleaning and standardization
- Automated categorization
- Inference and enrichment
Practical Techniques¶
1. Incremental Context Building¶
- Start with broad query
- Refine through follow-up prompts
- Maintain contextual integrity
2. Strategic Information Reveal¶
- Provide information in stages
- Test Claude's reasoning
- Validate comprehension
3. Complex Query Decomposition¶
- Break complex tasks into sub-tasks
- Use chain-of-thought prompting
- Aggregate results systematically
Hands-on Lab¶
Exercise: Advanced Analysis Workflow¶
- Develop a multi-stage analysis process
- Test context management
- Create a repeatable technique
Limitations and Considerations¶
- Understanding model constraints
- Recognizing reasoning boundaries
- Ethical use of advanced techniques