Advanced Configuration
Advanced Configurations allow you to fine-tune retrieval and answer optimization settings for specific requirements.Accessing Advanced Configuration
- Navigate to Dev Tools > Advanced Configurations
- Search for the configuration you want to modify
- Select or provide the appropriate values
Available Configurations
| Configuration | Description | Use Case |
|---|---|---|
| Re-Rank Chunks | Select the reranking feature and Re-Ranker model | Improve result relevance by reordering chunks based on semantic similarity |
| Re-Rank Chunk Fields | Select fields used to rerank chunks | Customize which chunk attributes influence reranking |
| Maximum Re-Rank Chunks | Set maximum chunks sent for reranking | Balance performance vs. quality by limiting reranking scope |
| Enable Exact KNN Matching | Enable Exact K-Nearest Neighbors matching | Improve precision for vector similarity searches |
| Single-Use URLs for Uploaded Documents | Enable secure, temporary access to uploaded documents | Enhance security for sensitive document access |
Configuration Details
Re-Ranking Re-ranking improves search quality by applying a secondary model to reorder initially retrieved chunks based on deeper semantic analysis.| Setting | Purpose |
|---|---|
| Re-Rank Chunks | Enable/disable reranking and select model |
| Re-Rank Chunk Fields | Define which fields (title, content, metadata) to use |
| Maximum Re-Rank Chunks | Limit chunks processed (affects latency vs. quality) |
| Consideration | Impact |
|---|---|
| Accuracy | Higher precision in finding similar vectors |
| Performance | May increase query latency for large datasets |
| Use Case | Recommended when accuracy is prioritized over speed |
Toolkit - Developer Utilities
The Toolkit provides SDKs and utilities for content processing, data extraction, performance evaluation, and custom connector development.Available Tools
Evaluation Tools
| Tool | Purpose | Key Features |
|---|---|---|
| RAG Evaluator | Evaluate RAG system performance | Measures search quality using RAGAS and CEQA frameworks; API integration; flexible results storage |
Integration Tools
| Tool | Purpose | Key Features |
|---|---|---|
| Custom Connector SDK | Build custom data source integrations | Standardized data ingestion; metadata integrity; optimized for enterprise RAG applications |
Extraction Utilities
| Tool | Purpose | Key Features |
|---|---|---|
| HTML to Structured Data Extractor | Extract content from HTML sources | Identifies tables of contents; preserves heading-content relationships; outputs JSON |
| Adobe Extraction Utility | Extract content from PDFs | Preserves original layout and structure; intelligent document parsing |
| Azure Extraction Utility | Extract from Azure-hosted documents | Uses Azure AI Document Intelligence; automatic content structuring |
| Google Document AI | Batch process documents from cloud storage | Automates extraction from unstructured/semi-structured documents |
| Salesforce Custom Extraction Utility | Extract from Salesforce Knowledge Base | Retains hierarchy and relationship structure |
| Utility | GitHub Link |
|---|---|
| HTML to Structured Data | View Repository |
| Adobe Extraction | View Repository |
| Azure Extraction | View Repository |
| Google Document AI | View Repository |
| Salesforce Extraction | View Repository |
Model Optimization
| Tool | Purpose | Key Features |
|---|---|---|
| Fine-Tune Embedding Utility | Fine-tune embedding models | Uses domain-specific documents; compares pre/post fine-tuning performance |
Quick Reference
Advanced Configuration Summary
| Category | Configurations |
|---|---|
| Retrieval Optimization | Re-Rank Chunks, Re-Rank Chunk Fields, Maximum Re-Rank Chunks |
| Vector Search | Enable Exact KNN Matching |
| Security | Single-Use URLs for Uploaded Documents |
Toolkit Categories
| Category | Tools |
|---|---|
| Evaluation | RAG Evaluator |
| Integration | Custom Connector SDK |
| Extraction | HTML, Adobe, Azure, Google Document AI, Salesforce utilities |
| Optimization | Fine-Tune Embedding Utility |
When to Use Each Tool
| Scenario | Recommended Tool |
|---|---|
| Measure answer quality | RAG Evaluator |
| Connect custom data source | Custom Connector SDK |
| Ingest HTML documentation | HTML to Structured Data Extractor |
| Process PDF documents | Adobe or Azure Extraction Utility |
| Batch process cloud documents | Google Document AI |
| Extract Salesforce knowledge | Salesforce Custom Extraction Utility |
| Improve domain-specific search | Fine-Tune Embedding Utility |