API Configuration
💡 Configure individual models for each pipeline step in the Model Configuration section below.
⚙️ Model Configuration
🔍
Initial Annotation
Identify cell types from marker genes
Selected: Google Gemini 2.5 Flash
medium quality
fast
$low cost
📊
Quality Scoring
Evaluate annotation quality and confidence
Selected: High-performance open-source model
medium quality
fast
$low cost
🚀
Annotation Boost
Improve low-scoring annotations with advanced analysis
Selected: Claude Sonnet 4 via OpenRouter
high quality
medium
$high cost
📁 Data Upload
Upload marker data
Drag & drop a CSV or XLSX file, or click to browse
📄 Supported formats: CSV, XLSX
📊 Expected: FindAllMarkers output with cluster and gene columns
⚙️ Analysis Configuration
🚀 Analysis Control
Please complete the following to start analysis:
- Set API key
- Upload marker data file
📊 Analysis Info
Provider:openrouter
Model:google/gemini-2.5-flash
Agent Models:
🔍 Annotation:google/gemini-2.5-flash
📊 Scoring:deepseek/deepseek-chat-v3-0324
🚀 Boost:anthropic/claude-sonnet-4