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feat: add incremental template updates and fix metadata generation
Template Updates: - Add npm script for incremental template fetch (fetch:templates:update) - Create MEMORY_TEMPLATE_UPDATE.md with comprehensive documentation - Update 48 new templates (2598 → 2646 total) - Latest template now from September 24, 2025 Metadata Generation Fixes: - Update model from gpt-4o-mini to gpt-5-mini-2025-08-07 - Remove temperature parameter (not supported in batch API) - Increase max_completion_tokens from 1000 to 3000 - Add comprehensive error file handling to batch-processor - Process failed requests and assign default metadata - Save error files for debugging (temp/batch/) Test Updates: - Update all test files to use gpt-5-mini-2025-08-07 model - 3 test assertions updated in metadata-generator.test.ts - 1 test option updated in batch-processor.test.ts Documentation: - Add troubleshooting section for metadata generation - Include error handling examples - Document incremental vs full rebuild modes 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
This commit is contained in:
czlonkowski
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MEMORY_TEMPLATE_UPDATE.md
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MEMORY_TEMPLATE_UPDATE.md
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# Template Update Process - Quick Reference
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## Overview
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The n8n-mcp project maintains a database of workflow templates from n8n.io. This guide explains how to update the template database incrementally without rebuilding from scratch.
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## Current Database State
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As of the last update:
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- **2,598 templates** in database
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- Templates from the last 12 months
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- Latest template: September 12, 2025
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## Quick Commands
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### Incremental Update (Recommended)
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```bash
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# Build if needed
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npm run build
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# Fetch only NEW templates (5-10 minutes)
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npm run fetch:templates:update
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```
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### Full Rebuild (Rare)
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```bash
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# Rebuild entire database from scratch (30-40 minutes)
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npm run fetch:templates
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```
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## How It Works
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### Incremental Update Mode (`--update`)
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The incremental update is **smart and efficient**:
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1. **Loads existing template IDs** from database (~2,598 templates)
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2. **Fetches template list** from n8n.io API (all templates from last 12 months)
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3. **Filters** to find only NEW templates not in database
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4. **Fetches details** for new templates only (saves time and API calls)
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5. **Saves** new templates to database (existing ones untouched)
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6. **Rebuilds FTS5** search index for new templates
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### Key Benefits
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✅ **Non-destructive**: All existing templates preserved
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✅ **Fast**: Only fetches new templates (5-10 min vs 30-40 min)
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✅ **API friendly**: Reduces load on n8n.io API
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✅ **Safe**: Preserves AI-generated metadata
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✅ **Smart**: Automatically skips duplicates
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## Performance Comparison
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| Mode | Templates Fetched | Time | Use Case |
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|------|------------------|------|----------|
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| **Update** | Only new (~50-200) | 5-10 min | Regular updates |
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| **Rebuild** | All (~8000+) | 30-40 min | Initial setup or corruption |
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## Command Options
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### Basic Update
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```bash
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npm run fetch:templates:update
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```
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### Full Rebuild
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```bash
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npm run fetch:templates
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```
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### With Metadata Generation
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```bash
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# Update templates and generate AI metadata
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npm run fetch:templates -- --update --generate-metadata
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# Or just generate metadata for existing templates
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npm run fetch:templates -- --metadata-only
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```
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### Help
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```bash
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npm run fetch:templates -- --help
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```
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## Update Frequency
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Recommended update schedule:
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- **Weekly**: Run incremental update to get latest templates
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- **Monthly**: Review database statistics
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- **As needed**: Rebuild only if database corruption suspected
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## Template Filtering
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The fetcher automatically filters templates:
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- ✅ **Includes**: Templates from last 12 months
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- ✅ **Includes**: Templates with >10 views
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- ❌ **Excludes**: Templates with ≤10 views (too niche)
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- ❌ **Excludes**: Templates older than 12 months
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## Workflow
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### Regular Update Workflow
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```bash
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# 1. Check current state
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sqlite3 data/nodes.db "SELECT COUNT(*) FROM templates"
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# 2. Build project (if code changed)
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npm run build
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# 3. Run incremental update
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npm run fetch:templates:update
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# 4. Verify new templates added
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sqlite3 data/nodes.db "SELECT COUNT(*) FROM templates"
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```
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### After n8n Dependency Update
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When you update n8n dependencies, templates remain compatible:
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```bash
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# 1. Update n8n (from MEMORY_N8N_UPDATE.md)
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npm run update:all
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# 2. Fetch new templates incrementally
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npm run fetch:templates:update
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# 3. Check how many templates were added
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sqlite3 data/nodes.db "SELECT COUNT(*) FROM templates"
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# 4. Generate AI metadata for new templates (optional, requires OPENAI_API_KEY)
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npm run fetch:templates -- --metadata-only
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```
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Templates are independent of n8n version - they're just workflow JSON data.
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**Note**: New templates fetched via `--update` mode will NOT have AI-generated metadata by default. You need to run `--metadata-only` separately to generate metadata for templates that don't have it yet.
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## Troubleshooting
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### No New Templates Found
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This is normal! It means:
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- All recent templates are already in your database
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- n8n.io hasn't published many new templates recently
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- Your database is up to date
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```bash
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📊 Update mode: 0 new templates to fetch (skipping 2598 existing)
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✅ All templates already have metadata
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```
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### API Rate Limiting
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If you hit rate limits:
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- The fetcher includes built-in delays (150ms between requests)
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- Wait a few minutes and try again
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- Use `--update` mode instead of full rebuild
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### Database Corruption
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If you suspect corruption:
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```bash
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# Full rebuild from scratch
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npm run fetch:templates
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# This will:
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# - Drop and recreate templates table
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# - Fetch all templates fresh
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# - Rebuild search indexes
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```
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## Database Schema
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Templates are stored with:
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- Basic info (id, name, description, author, views, created_at)
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- Node types used (JSON array)
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- Complete workflow (gzip compressed, base64 encoded)
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- AI-generated metadata (optional, requires OpenAI API key)
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- FTS5 search index for fast text search
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## Metadata Generation
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Generate AI metadata for templates:
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```bash
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# Requires OPENAI_API_KEY in .env
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export OPENAI_API_KEY="sk-..."
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# Generate for templates without metadata (recommended after incremental update)
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npm run fetch:templates -- --metadata-only
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# Generate during template fetch (slower, but automatic)
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npm run fetch:templates:update -- --generate-metadata
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```
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**Important**: Incremental updates (`--update`) do NOT generate metadata by default. After running `npm run fetch:templates:update`, you'll have new templates without metadata. Run `--metadata-only` separately to generate metadata for them.
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### Check Metadata Coverage
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```bash
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# See how many templates have metadata
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sqlite3 data/nodes.db "SELECT
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COUNT(*) as total,
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SUM(CASE WHEN metadata_json IS NOT NULL THEN 1 ELSE 0 END) as with_metadata,
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SUM(CASE WHEN metadata_json IS NULL THEN 1 ELSE 0 END) as without_metadata
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FROM templates"
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# See recent templates without metadata
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sqlite3 data/nodes.db "SELECT id, name, created_at
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FROM templates
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WHERE metadata_json IS NULL
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ORDER BY created_at DESC
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LIMIT 10"
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```
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Metadata includes:
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- Categories
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- Complexity level (simple/medium/complex)
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- Use cases
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- Estimated setup time
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- Required services
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- Key features
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- Target audience
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### Metadata Generation Troubleshooting
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If metadata generation fails:
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1. **Check error file**: Errors are saved to `temp/batch/batch_*_error.jsonl`
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2. **Common issues**:
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- `"Unsupported value: 'temperature'"` - Model doesn't support custom temperature
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- `"Invalid request"` - Check OPENAI_API_KEY is valid
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- Model availability issues
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3. **Model**: Uses `gpt-5-mini-2025-08-07` by default
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4. **Token limit**: 3000 tokens per request for detailed metadata
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The system will automatically:
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- Process error files and assign default metadata to failed templates
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- Save error details for debugging
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- Continue processing even if some templates fail
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**Example error handling**:
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```bash
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# If you see: "No output file available for batch job"
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# Check: temp/batch/batch_*_error.jsonl for error details
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# The system now automatically processes errors and generates default metadata
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```
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## Environment Variables
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Optional configuration:
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```bash
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# OpenAI for metadata generation
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OPENAI_API_KEY=sk-...
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OPENAI_MODEL=gpt-4o-mini # Default model
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OPENAI_BATCH_SIZE=50 # Batch size for metadata generation
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# Metadata generation limits
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METADATA_LIMIT=100 # Max templates to process (0 = all)
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```
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## Statistics
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After update, check stats:
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```bash
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# Template count
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sqlite3 data/nodes.db "SELECT COUNT(*) FROM templates"
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# Most recent template
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sqlite3 data/nodes.db "SELECT MAX(created_at) FROM templates"
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# Templates by view count
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sqlite3 data/nodes.db "SELECT COUNT(*),
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CASE
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WHEN views < 50 THEN '<50'
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WHEN views < 100 THEN '50-100'
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WHEN views < 500 THEN '100-500'
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ELSE '500+'
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END as view_range
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FROM templates GROUP BY view_range"
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```
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## Integration with n8n-mcp
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Templates are available through MCP tools:
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- `list_templates`: List all templates
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- `get_template`: Get specific template with workflow
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- `search_templates`: Search by keyword
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- `list_node_templates`: Templates using specific nodes
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- `get_templates_for_task`: Templates for common tasks
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- `search_templates_by_metadata`: Advanced filtering
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See `npm run test:templates` for usage examples.
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## Time Estimates
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Typical incremental update:
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- Loading existing IDs: 1-2 seconds
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- Fetching template list: 2-3 minutes
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- Filtering new templates: instant
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- Fetching details for 100 new templates: ~15 seconds (0.15s each)
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- Saving and indexing: 5-10 seconds
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- **Total: 3-5 minutes**
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Full rebuild:
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- Fetching 8000+ templates: 25-30 minutes
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- Saving and indexing: 5-10 minutes
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- **Total: 30-40 minutes**
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## Best Practices
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1. **Use incremental updates** for regular maintenance
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2. **Rebuild only when necessary** (corruption, major changes)
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3. **Generate metadata incrementally** to avoid OpenAI costs
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4. **Monitor template count** to verify updates working
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5. **Keep database backed up** before major operations
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## Next Steps
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After updating templates:
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1. Test template search: `npm run test:templates`
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2. Verify MCP tools work: Test in Claude Desktop
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3. Check statistics in database
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4. Commit changes if desired (database changes)
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## Related Documentation
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- `MEMORY_N8N_UPDATE.md` - Updating n8n dependencies
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- `CLAUDE.md` - Project overview and architecture
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- `README.md` - User documentation
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docs/batch_68db8255da0c8190a71d57e1ff76333e_error.jsonl
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docs/batch_68db8255da0c8190a71d57e1ff76333e_error.jsonl
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{"id": "batch_req_68db84fad45c8190a8bb0903beed487a", "custom_id": "template-2415", "response": {"status_code": 400, "request_id": "ee2f767ac83b2d7c0b59837c42e4a20c", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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{"id": "batch_req_68db84f9acdc81909c30c1b0262a9701", "custom_id": "template-3657", "response": {"status_code": 400, "request_id": "d4fe9b0253879e061e0b4dda813a01dd", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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{"id": "batch_req_68db84f9c2188190ae8a4a4b6befbe23", "custom_id": "template-4635", "response": {"status_code": 400, "request_id": "796bfa695c2178b8c2d9b745ddc6bad5", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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{"id": "batch_req_68db84faa8908190b454a31038b8b7ce", "custom_id": "template-3796", "response": {"status_code": 400, "request_id": "61f73f1c05307e996ca9ae28e614b2eb", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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|
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{"id": "batch_req_68db84fb7fb08190bd18b773b4aa7470", "custom_id": "template-5835", "response": {"status_code": 400, "request_id": "ce38b2d32c2c142a2f160ac034288be6", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
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{"id": "batch_req_68db84fb76988190a7965ace4186a569", "custom_id": "template-3335", "response": {"status_code": 400, "request_id": "bfd480657d60b3c5b48a9a12f7c81f22", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db84fb0f9c819095ad1a76ce40a039", "custom_id": "template-2737", "response": {"status_code": 400, "request_id": "0af82b259d78681f9dc668f9254b98b1", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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{"id": "batch_req_68db84fc40848190ae1f4d6aa18097d3", "custom_id": "template-2919", "response": {"status_code": 400, "request_id": "f87aa5b793678f91dd52891050c233f7", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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{"id": "batch_req_68db84fb51808190b5ced47d254ab9ff", "custom_id": "template-3010", "response": {"status_code": 400, "request_id": "4742344507233e0785bdf4bf16bfe25b", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
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{"id": "batch_req_68db84fb6b04819094d8832bcbaf69ba", "custom_id": "template-2424", "response": {"status_code": 400, "request_id": "1651ab4779a2ba9877bb1337e1919f51", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
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|
||||
{"id": "batch_req_68db850407c08190b62dc8da00225387", "custom_id": "template-5313", "response": {"status_code": 400, "request_id": "364de17b04bb64e3c41b4b9865ef01dd", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85058cf88190b1938527e530d0c3", "custom_id": "template-5238", "response": {"status_code": 400, "request_id": "4de4218285633d5db29441035186343a", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85050f708190980237bcbd594730", "custom_id": "template-7381", "response": {"status_code": 400, "request_id": "389f253c49e90857951b366ea62a2a9f", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8504971c81908b9211ed1b995301", "custom_id": "template-5055", "response": {"status_code": 400, "request_id": "5fda0c473f8b342ac014570058240011", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85049f8c819089a06257bb9fd3b7", "custom_id": "template-4014", "response": {"status_code": 400, "request_id": "3001b466d02148a63190050bed33c03b", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8504cf5481909ce2b944e74acfed", "custom_id": "template-8292", "response": {"status_code": 400, "request_id": "be2d5d6d16caa3dcb1c24586800eb32e", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8504fac48190bd00426b044e40a8", "custom_id": "template-8779", "response": {"status_code": 400, "request_id": "f269a24ae7bce532eeb26108f62e1c12", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85058f848190a7c08c6eac9625cd", "custom_id": "template-8644", "response": {"status_code": 400, "request_id": "8165ce4e71ffb9fa40eb88c58bb75d5b", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85055b24819096b64d7ceb79bd2c", "custom_id": "template-6547", "response": {"status_code": 400, "request_id": "613af9b493591fea47ff10f74cbdaf8b", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8505946c819097196c575d8efd96", "custom_id": "template-6771", "response": {"status_code": 400, "request_id": "b20cc5aa88acadc4f6d8290df64c270a", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85065eec8190b06d1d0a40e6f0a8", "custom_id": "template-8549", "response": {"status_code": 400, "request_id": "1ff6ea42d3a837cbfd663c9ecf97110c", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85064b4c8190b488d2ca172a227f", "custom_id": "template-8592", "response": {"status_code": 400, "request_id": "e35391b85e620c3f75aa06177d884cde", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850612e4819088517a6093f87d55", "custom_id": "template-7038", "response": {"status_code": 400, "request_id": "f5cba3b185ae6da89a14e141a89e3799", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85062a148190a178d383360d1ae7", "custom_id": "template-8654", "response": {"status_code": 400, "request_id": "88abcf3d6591680a26445e32404f757f", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850651bc819082a143074d2d93d5", "custom_id": "template-5181", "response": {"status_code": 400, "request_id": "8adc0f35f1f4128191b42c5f69a995c5", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850673348190b00ebd2758e528cc", "custom_id": "template-8597", "response": {"status_code": 400, "request_id": "faacd390af51cebd7638e65b84f4e79e", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8506ae3c8190b34ad5f7520100fd", "custom_id": "template-8340", "response": {"status_code": 400, "request_id": "c440ae31bd87d4c6560382a33698fa53", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8506d3888190be121b1f67e2de78", "custom_id": "template-8414", "response": {"status_code": 400, "request_id": "cb4ed3d0d72b37664a9200daa9c2fbb7", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8506f4a8819081b0f4ace4a46b0e", "custom_id": "template-6027", "response": {"status_code": 400, "request_id": "cb24562a440aece1a7963386fc510e66", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8506e2108190b8f19ff16cf47815", "custom_id": "template-3179", "response": {"status_code": 400, "request_id": "206b5cb75186d8c706bff99a513a58fe", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8507b2248190b1a93b3a26a7250b", "custom_id": "template-8452", "response": {"status_code": 400, "request_id": "d6a20173cebd2e7ff7b4d21c90ada40c", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850779488190a68155795caeb7ad", "custom_id": "template-8562", "response": {"status_code": 400, "request_id": "bb4f79de3140200fc1544696eb1fecc9", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8507954481909c5708ef4e1328ff", "custom_id": "template-8676", "response": {"status_code": 400, "request_id": "b12a97a3ed2e46952af0dbc2b8a9b349", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850928088190ab80b380cc6ce744", "custom_id": "template-8427", "response": {"status_code": 400, "request_id": "d14d6e67a41ba3a4b02583040052913c", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8507a2b08190b9ead530902652f5", "custom_id": "template-7382", "response": {"status_code": 400, "request_id": "ef4c9dfc239ed14b28e3c472b0ec3f56", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8508141081909fe88468545181ef", "custom_id": "template-5080", "response": {"status_code": 400, "request_id": "92ec26817a12ebf6b07fa22f1307bd85", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8507f1ec819092f6ca9df24e4d43", "custom_id": "template-7387", "response": {"status_code": 400, "request_id": "ce83ac950fc363875c300d108c033601", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850820a08190981fe922ec438e97", "custom_id": "template-8618", "response": {"status_code": 400, "request_id": "625aae4771d5a9d972cea61e1f902f59", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850833e481908aa522f4210919f1", "custom_id": "template-8272", "response": {"status_code": 400, "request_id": "45bf3fb73ea6c60a48e7f31cc8b3d552", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85084bc481909f3d8ccd4e705953", "custom_id": "template-8491", "response": {"status_code": 400, "request_id": "ef2e9d44af0523cd5113313eda957acc", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8508c4b4819081ef3f268bb6a5bf", "custom_id": "template-8721", "response": {"status_code": 400, "request_id": "4acefcd585de93149b63e68eb79625e8", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db85097a488190908158705cfe8ea5", "custom_id": "template-8769", "response": {"status_code": 400, "request_id": "dd3b844de2295f211bcdf500ca240787", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8509c02881909776efc4bece333a", "custom_id": "template-8904", "response": {"status_code": 400, "request_id": "1ba8a6b95cb55a62d5f6973e8cd9bbac", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8509491c81908c763cdf6acca99a", "custom_id": "template-6165", "response": {"status_code": 400, "request_id": "75e3d9174dbb794b4043fd5e3bb5d451", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8509488c8190a8a4094346cbb578", "custom_id": "template-8585", "response": {"status_code": 400, "request_id": "1a1325f0b36d4b23531d5ab44a3e7654", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850967d881908e2751c7364dd714", "custom_id": "template-7684", "response": {"status_code": 400, "request_id": "534dc7231a9ff8bd329b0a0d175f0be7", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850a954481909b7889ca7aeb143d", "custom_id": "template-5886", "response": {"status_code": 400, "request_id": "6347769851ffc4631f8a36594f6a88dc", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850a071881909fe9e8eb2a91e3a3", "custom_id": "template-7510", "response": {"status_code": 400, "request_id": "8c63727f9b9f1d1a14fdf3597b8305e5", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8509a4388190ab4ab89d5399b8b3", "custom_id": "template-7589", "response": {"status_code": 400, "request_id": "fdbec117ff3444a2c8dce70890e9fa19", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850a83508190a766ca24c6f61071", "custom_id": "template-7993", "response": {"status_code": 400, "request_id": "d504c4ef8e79f49b95b560adc2a57a25", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db850a838c8190b80c58e4cefb243a", "custom_id": "template-8780", "response": {"status_code": 400, "request_id": "03b3dbc5458a97a65dfe70393af74ca3", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
{"id": "batch_req_68db8510da6c8190a0ec4162cb69c95b", "custom_id": "template-8015", "response": {"status_code": 400, "request_id": "c64effd348eeeefc022939f0dcdd6405", "body": {"error": {"message": "Unsupported value: 'temperature' does not support 0.3 with this model. Only the default (1) value is supported.", "type": "invalid_request_error", "param": "temperature", "code": "unsupported_value"}}}, "error": null}
|
||||
@@ -37,6 +37,7 @@
|
||||
"update:n8n": "node scripts/update-n8n-deps.js",
|
||||
"update:n8n:check": "node scripts/update-n8n-deps.js --dry-run",
|
||||
"fetch:templates": "node dist/scripts/fetch-templates.js",
|
||||
"fetch:templates:update": "node dist/scripts/fetch-templates.js --update",
|
||||
"fetch:templates:robust": "node dist/scripts/fetch-templates-robust.js",
|
||||
"prebuild:fts5": "npx tsx scripts/prebuild-fts5.ts",
|
||||
"test:templates": "node dist/scripts/test-templates.js",
|
||||
|
||||
@@ -312,31 +312,80 @@ export class BatchProcessor {
|
||||
* Retrieve and parse results
|
||||
*/
|
||||
private async retrieveResults(batchJob: any): Promise<MetadataResult[]> {
|
||||
if (!batchJob.output_file_id) {
|
||||
throw new Error('No output file available for batch job');
|
||||
}
|
||||
|
||||
// Download result file
|
||||
const fileResponse = await this.client.files.content(batchJob.output_file_id);
|
||||
const fileContent = await fileResponse.text();
|
||||
|
||||
// Parse JSONL results
|
||||
const results: MetadataResult[] = [];
|
||||
const lines = fileContent.trim().split('\n');
|
||||
|
||||
for (const line of lines) {
|
||||
if (!line) continue;
|
||||
|
||||
|
||||
// Check if we have an output file (successful results)
|
||||
if (batchJob.output_file_id) {
|
||||
const fileResponse = await this.client.files.content(batchJob.output_file_id);
|
||||
const fileContent = await fileResponse.text();
|
||||
|
||||
const lines = fileContent.trim().split('\n');
|
||||
for (const line of lines) {
|
||||
if (!line) continue;
|
||||
try {
|
||||
const result = JSON.parse(line);
|
||||
const parsed = this.generator.parseResult(result);
|
||||
results.push(parsed);
|
||||
} catch (error) {
|
||||
logger.error('Error parsing result line:', error);
|
||||
}
|
||||
}
|
||||
logger.info(`Retrieved ${results.length} successful results from batch job`);
|
||||
}
|
||||
|
||||
// Check if we have an error file (failed results)
|
||||
if (batchJob.error_file_id) {
|
||||
logger.warn(`Batch job has error file: ${batchJob.error_file_id}`);
|
||||
|
||||
try {
|
||||
const result = JSON.parse(line);
|
||||
const parsed = this.generator.parseResult(result);
|
||||
results.push(parsed);
|
||||
const errorResponse = await this.client.files.content(batchJob.error_file_id);
|
||||
const errorContent = await errorResponse.text();
|
||||
|
||||
// Save error file locally for debugging
|
||||
const errorFilePath = path.join(this.outputDir, `batch_${batchJob.id}_error.jsonl`);
|
||||
fs.writeFileSync(errorFilePath, errorContent);
|
||||
logger.warn(`Error file saved to: ${errorFilePath}`);
|
||||
|
||||
// Parse errors and create default metadata for failed templates
|
||||
const errorLines = errorContent.trim().split('\n');
|
||||
logger.warn(`Found ${errorLines.length} failed requests in error file`);
|
||||
|
||||
for (const line of errorLines) {
|
||||
if (!line) continue;
|
||||
try {
|
||||
const errorResult = JSON.parse(line);
|
||||
const templateId = parseInt(errorResult.custom_id?.replace('template-', '') || '0');
|
||||
|
||||
if (templateId > 0) {
|
||||
const errorMessage = errorResult.response?.body?.error?.message ||
|
||||
errorResult.error?.message ||
|
||||
'Unknown error';
|
||||
|
||||
logger.debug(`Template ${templateId} failed: ${errorMessage}`);
|
||||
|
||||
// Use getDefaultMetadata() from generator (it's private but accessible via bracket notation)
|
||||
const defaultMeta = (this.generator as any).getDefaultMetadata();
|
||||
results.push({
|
||||
templateId,
|
||||
metadata: defaultMeta,
|
||||
error: errorMessage
|
||||
});
|
||||
}
|
||||
} catch (parseError) {
|
||||
logger.error('Error parsing error line:', parseError);
|
||||
}
|
||||
}
|
||||
} catch (error) {
|
||||
logger.error('Error parsing result line:', error);
|
||||
logger.error('Failed to process error file:', error);
|
||||
}
|
||||
}
|
||||
|
||||
logger.info(`Retrieved ${results.length} results from batch job`);
|
||||
|
||||
// If we have no results at all, something is very wrong
|
||||
if (results.length === 0 && !batchJob.output_file_id && !batchJob.error_file_id) {
|
||||
throw new Error('No output file or error file available for batch job');
|
||||
}
|
||||
|
||||
logger.info(`Total results (successful + failed): ${results.length}`);
|
||||
return results;
|
||||
}
|
||||
|
||||
|
||||
@@ -34,7 +34,7 @@ export class MetadataGenerator {
|
||||
private client: OpenAI;
|
||||
private model: string;
|
||||
|
||||
constructor(apiKey: string, model: string = 'gpt-4o-mini') {
|
||||
constructor(apiKey: string, model: string = 'gpt-5-mini-2025-08-07') {
|
||||
this.client = new OpenAI({ apiKey });
|
||||
this.model = model;
|
||||
}
|
||||
@@ -131,8 +131,8 @@ export class MetadataGenerator {
|
||||
url: '/v1/chat/completions',
|
||||
body: {
|
||||
model: this.model,
|
||||
temperature: 0.3, // Lower temperature for more consistent structured outputs
|
||||
max_completion_tokens: 1000,
|
||||
// temperature removed - batch API only supports default (1.0) for this model
|
||||
max_completion_tokens: 3000,
|
||||
response_format: {
|
||||
type: 'json_schema',
|
||||
json_schema: this.getJsonSchema()
|
||||
@@ -288,8 +288,8 @@ export class MetadataGenerator {
|
||||
try {
|
||||
const completion = await this.client.chat.completions.create({
|
||||
model: this.model,
|
||||
temperature: 0.3, // Lower temperature for more consistent structured outputs
|
||||
max_completion_tokens: 1000,
|
||||
// temperature removed - not supported in batch API for this model
|
||||
max_completion_tokens: 3000,
|
||||
response_format: {
|
||||
type: 'json_schema',
|
||||
json_schema: this.getJsonSchema()
|
||||
|
||||
@@ -71,7 +71,7 @@ describe('BatchProcessor', () => {
|
||||
|
||||
options = {
|
||||
apiKey: 'test-api-key',
|
||||
model: 'gpt-4o-mini',
|
||||
model: 'gpt-5-mini-2025-08-07',
|
||||
batchSize: 3,
|
||||
outputDir: './test-temp'
|
||||
};
|
||||
|
||||
@@ -18,7 +18,7 @@ describe('MetadataGenerator', () => {
|
||||
let generator: MetadataGenerator;
|
||||
|
||||
beforeEach(() => {
|
||||
generator = new MetadataGenerator('test-api-key', 'gpt-4o-mini');
|
||||
generator = new MetadataGenerator('test-api-key', 'gpt-5-mini-2025-08-07');
|
||||
});
|
||||
|
||||
describe('createBatchRequest', () => {
|
||||
@@ -35,7 +35,7 @@ describe('MetadataGenerator', () => {
|
||||
expect(request.custom_id).toBe('template-123');
|
||||
expect(request.method).toBe('POST');
|
||||
expect(request.url).toBe('/v1/chat/completions');
|
||||
expect(request.body.model).toBe('gpt-4o-mini');
|
||||
expect(request.body.model).toBe('gpt-5-mini-2025-08-07');
|
||||
expect(request.body.response_format.type).toBe('json_schema');
|
||||
expect(request.body.response_format.json_schema.strict).toBe(true);
|
||||
expect(request.body.messages).toHaveLength(2);
|
||||
@@ -217,7 +217,7 @@ describe('MetadataGenerator', () => {
|
||||
// but should not cause any injection in our code
|
||||
expect(userMessage).toContain('<script>alert("xss")</script>');
|
||||
expect(userMessage).toContain('javascript:alert(1)');
|
||||
expect(request.body.model).toBe('gpt-4o-mini');
|
||||
expect(request.body.model).toBe('gpt-5-mini-2025-08-07');
|
||||
});
|
||||
|
||||
it('should handle extremely long template names', () => {
|
||||
|
||||
Reference in New Issue
Block a user