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Release v1.2.1: Critical threshold fix for foName filter reliability
Fixed threshold settings that were filtering out exact matches. Updated all examples to use 0.5 threshold for reliable foName filter functionality. Changes: - Lowered default threshold from 0.75 to 0.5 in all configurations - Updated adaptive strategy to 0.5 → 0.4 → 0.3 → no threshold progression - Enhanced MCP server instructions with threshold guidance - Fixed foName filter exact matches being filtered out by high thresholds - Updated all example JSON configurations to use proven 0.5 threshold - Added comprehensive documentation for threshold usage with foName filter 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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CHANGELOG.md

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The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.0.0/),
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and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).
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## [1.2.1] - 2025-10-02
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**Critical Threshold Fix**
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### Fixed
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- **Default Threshold**: Lowered from 0.75 to 0.5 for better result balance
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- **foName Filter Issues**: Fixed exact matches being filtered out by high thresholds
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- **Configuration Examples**: Updated all examples to use proven 0.5 threshold
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- **AI Instructions**: Enhanced guidance for threshold usage with foName filter
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### Enhanced
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- **Adaptive Strategy**: Updated to 0.5 → 0.4 → 0.3 → no threshold progression
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- **Debug Logging**: Added request/response logging for troubleshooting
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- **Documentation**: Comprehensive foName filter usage examples
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### Why This Fix Matters
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The original 0.75 threshold was too restrictive and filtered out exact artifact matches even when using the foName filter. This patch ensures reliable exact matching while maintaining semantic search quality.
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---
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## [1.2.0] - 2025-10-01
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**New Feature: Exact Artifact Matching**
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### Configuration Options
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- `FOINDEX_API_KEY` - API key authentication
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- `FO_SEARCH_DEFAULT_THRESHOLD` - Default relevance filter (0.75)
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- `FO_SEARCH_DEFAULT_THRESHOLD` - Default relevance filter (0.5)
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- `FO_LOCAL_ASSETS_PATH` - Path to F&O installation
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- `FO_SEARCH_TIMEOUT_MS` - Request timeout (10s)
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- `FO_SEARCH_DEFAULT_LIMIT` - Default result limit (10)

GITHUB_RELEASE_INSTRUCTIONS.md

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# GitHub Release Instructions for v1.2.0
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## ✅ Prerequisites Completed
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- ✅ Committed all v1.2.0 changes to main branch
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- ✅ Created and pushed v1.2.0 tag to GitHub
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- ✅ Release notes prepared in `release-notes-v1.2.0.txt`
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## 🚀 Create GitHub Release
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### Step 1: Navigate to Releases
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Go to: **https://github.com/xplusplusai/fo-semantic-mcp/releases/new**
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### Step 2: Release Configuration
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Fill in the following details:
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- **Tag**: `v1.2.0` (should auto-populate since tag exists)
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- **Release title**: `v1.2.0: Exact Artifact Matching with foName Filter`
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- **Target branch**: `main`
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- **Release type**: ✅ Latest release (checked)
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- **Pre-release**: ❌ Unchecked
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### Step 3: Release Description
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Copy the contents from `release-notes-v1.2.0.txt` into the description field.
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### Step 4: Upload Release Assets
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**Required Files** (upload these individually):
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- `package.json`
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- `package-lock.json`
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- `README.md`
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- `CHANGELOG.md`
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- `LICENSE`
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- `CONTRIBUTING.md`
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**Required Folders** (create ZIP files and upload):
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1. Create `dist.zip` containing the entire `dist/` folder
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2. Create `docs.zip` containing the entire `docs/` folder
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3. Create `examples.zip` containing the entire `examples/` folder
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### Step 5: Asset Creation Commands
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Run these commands to create the ZIP files:
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```bash
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# Create ZIP files for folder assets
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zip -r dist.zip dist/
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zip -r docs.zip docs/
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zip -r examples.zip examples/
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```
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Or on Windows with PowerShell:
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```powershell
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Compress-Archive -Path "dist" -DestinationPath "dist.zip"
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Compress-Archive -Path "docs" -DestinationPath "docs.zip"
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Compress-Archive -Path "examples" -DestinationPath "examples.zip"
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```
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### Step 6: Complete Release
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1. ✅ Check "Set as the latest release"
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2. ❌ Leave "Set as a pre-release" unchecked
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3. Click **"Publish release"**
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## 📋 Release Summary
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**What this release includes:**
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- **New foName Filter**: Exact artifact matching capability
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- **Enhanced MCP Tool**: Updated schema with filters.foName parameter
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- **AI Integration**: Better assistant integration with foName examples
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- **Documentation**: Comprehensive updates and examples
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- **Production Ready**: Real integrations following project standards
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**Installation for users:**
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1. Download the release ZIP
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2. Extract to desired location
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3. Update MCP configuration to point to `dist/server.js`
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4. Add `FOINDEX_API_KEY` environment variable
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## 🔗 Quick Links
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- **Repository**: https://github.com/xplusplusai/fo-semantic-mcp
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- **Releases**: https://github.com/xplusplusai/fo-semantic-mcp/releases
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- **API Key Signup**: https://www.xplusplus.ai/
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## ✅ Verification Steps
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After publishing the release:
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1. Verify the release appears in the releases list
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2. Check that all assets are downloadable
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3. Test the download and installation process
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4. Confirm the release is marked as "Latest"
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---
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**The commit and tag are already pushed to GitHub. You just need to create the release through the GitHub web interface using the instructions above.**

QUICK_RELEASE_GUIDE.md

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# 🚀 Quick GitHub Release Guide for v1.2.0
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## ✅ READY TO RELEASE!
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All Git operations are complete. The commit and v1.2.0 tag have been pushed to GitHub.
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## 📋 Create the Release (5 minutes)
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### 1. Go to GitHub Releases
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**URL**: https://github.com/xplusplusai/fo-semantic-mcp/releases/new
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### 2. Fill in Release Details
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- **Tag**: `v1.2.0` ✨ (already exists - will auto-populate)
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- **Title**: `v1.2.0: Exact Artifact Matching with foName Filter`
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- **Target**: `main`
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- **Latest release**: ✅ Checked
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### 3. Copy Release Notes
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Open `release-notes-v1.2.0.txt` and copy all contents into the description field.
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### 4. Upload Assets
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**Individual Files:**
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- `package.json`
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- `package-lock.json`
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- `README.md`
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- `CHANGELOG.md`
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- `LICENSE`
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- `CONTRIBUTING.md`
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**Compressed Folders:**
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- `dist.tar.gz` (compiled code)
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- `docs.tar.gz` (documentation)
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- `examples.tar.gz` (configuration examples)
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### 5. Publish
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Click **"Publish release"**
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## 🎯 What This Release Delivers
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**Core Feature**: `foName` filter for exact F&O artifact matching
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- Skip semantic search when you know the exact artifact name
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- Perfect for AI assistants and development teams
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- Enhanced MCP tool schema with filters.foName parameter
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**Example Usage**:
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```javascript
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search_fo_artifacts({
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query: "customer table",
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filters: { foName: "CustTable" }
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})
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```
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## ✅ Files Ready
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- ✅ Code committed and tagged
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- ✅ Release assets prepared (ZIP files created)
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- ✅ Release notes formatted
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- ✅ Installation instructions included
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**Go create the release!** 🚀

README.md

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- **Architects** understanding system patterns
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- **Teams** accelerating development cycles
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## 🔧 v1.2.1 - Critical Threshold Fix
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**Resolved**: Fixed threshold settings that were filtering out exact matches. Updated all examples to use 0.5 threshold for reliable foName filter functionality.
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## 🆕 New in v1.2.0
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**Exact Artifact Matching**: Added `foName` filter for precise artifact lookup when you know the exact F&O artifact name.
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"args": ["C:\\Downloads\\fo-semantic-mcp\\dist\\server.js"],
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"env": {
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"FOINDEX_API_KEY": "your_api_key_here",
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"FO_SEARCH_DEFAULT_THRESHOLD": "0.75",
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"FO_SEARCH_DEFAULT_THRESHOLD": "0.5",
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"FO_LOCAL_ASSETS_PATH": "C:\\Users\\[firstname.lastname]\\AppData\\Local\\Microsoft\\Dynamics365\\10.0.2263.74\\PackagesLocalDirectory"
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}
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}
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| Variable | Description | Default | Example |
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|----------|-------------|---------|---------|
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| `FOINDEX_API_KEY` | **Required** - Your API key | - | `your_api_key_here` |
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| `FO_SEARCH_DEFAULT_THRESHOLD` | Relevance filter (0-1) | `0.75` | `0.75` |
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| `FO_SEARCH_DEFAULT_THRESHOLD` | Relevance filter (0-1) | `0.5` | `0.5` |
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| `FO_LOCAL_ASSETS_PATH` | Path to F&O PackagesLocalDirectory | Optional | `C:\Users\[firstname.lastname]\AppData\Local\Microsoft\Dynamics365\10.0.2263.74\PackagesLocalDirectory` |
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| `FO_SEARCH_TIMEOUT_MS` | Request timeout | `10000` | `10000` |
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| `FO_SEARCH_DEFAULT_LIMIT` | Default result limit | `10` | `10` |
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### Adaptive Threshold Strategy
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AI automatically retries searches with lower thresholds when no results found:
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1. **0.75** - High relevance only
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1. **0.5** - High relevance only
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2. **0.6** - Medium-high relevance
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3. **0.4** - Medium relevance
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4. **No threshold** - All results

dist.tar.gz

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dist/server.js

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