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docs: Update demo number references after renumbering
Update all documentation to reflect new demo numbering: - Chatbot Evolution is now Demo 02 (was 15) - All other demos incremented by 1 (02→03, 03→04, etc.) Files updated: - README.md: Featured demo links - slides/README.md: Demo list and inline references - slides/week1/lecture4.md/.html: Chatbot evolution link - TEST_COVERAGE.md: Demo test status numbers - .gitignore: Demo directory paths - .github/workflows/deploy-demos.yml: Deployment URLs 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <[email protected]>
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‎.github/workflows/deploy-demos.yml‎

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@@ -181,11 +181,12 @@ jobs:
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echo "Available demos:"
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echo "- Main Gallery: ${{ steps.deployment.outputs.page_url }}"
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echo "- ELIZA: ${{ steps.deployment.outputs.page_url }}01-eliza/"
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echo "- Tokenization: ${{ steps.deployment.outputs.page_url }}02-tokenization/"
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echo "- Embeddings: ${{ steps.deployment.outputs.page_url }}03-embeddings/"
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echo "- Attention: ${{ steps.deployment.outputs.page_url }}04-attention/"
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echo "- Transformer: ${{ steps.deployment.outputs.page_url }}05-transformer/"
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echo "- GPT Playground: ${{ steps.deployment.outputs.page_url }}06-gpt-playground/"
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echo "- Chatbot Evolution: ${{ steps.deployment.outputs.page_url }}02-chatbot-evolution/"
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echo "- Tokenization: ${{ steps.deployment.outputs.page_url }}03-tokenization/"
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echo "- Embeddings: ${{ steps.deployment.outputs.page_url }}04-embeddings/"
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echo "- Attention: ${{ steps.deployment.outputs.page_url }}05-attention/"
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echo "- Transformer: ${{ steps.deployment.outputs.page_url }}06-transformer/"
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echo "- GPT Playground: ${{ steps.deployment.outputs.page_url }}07-gpt-playground/"
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# Optional: Verify deployment
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verify:

‎.gitignore‎

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*/*/.DS_Store
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# GloVe embeddings - exclude large source files, keep processed JSON
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demos/11-analogies/data/glove.6B.zip
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demos/11-analogies/data/glove.6B.*.txt
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demos/12-analogies/data/glove.6B.zip
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demos/12-analogies/data/glove.6B.*.txt
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# Keep the processed JSON file (it's committed)
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!demos/11-analogies/data/glove-50d.json.playwright-mcp/
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!demos/12-analogies/data/glove-50d.json.playwright-mcp/
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node_modules/
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package-lock.json
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demos/15-chatbot-evolution/alice-aiml-original/
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demos/02-chatbot-evolution/alice-aiml-original/
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# LaTeX auxiliary files
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*.aux

‎README.md‎

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@@ -15,10 +15,10 @@ Learn by doing with our collection of **15 interactive web demonstrations** that
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### Featured Demos
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- **[ELIZA Chatbot](https://contextlab.github.io/llm-course/demos/01-eliza/)** - Chat with the groundbreaking 1966 pattern-matching therapist and experience the ELIZA effect firsthand
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- **[Embeddings Visualization](https://contextlab.github.io/llm-course/demos/03-embeddings/)** - Explore word embeddings in interactive 3D space, rotate and zoom to discover semantic relationships
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- **[Transformer Explorer](https://contextlab.github.io/llm-course/demos/05-transformer/)** - Step through the transformer architecture layer by layer with real-time visualizations of attention, feedforward networks, and residual connections
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- **[Tokenization Explorer](https://contextlab.github.io/llm-course/demos/02-tokenization/)** - Compare BPE, WordPiece, and SentencePiece algorithms side-by-side
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- **[Attention Mechanism](https://contextlab.github.io/llm-course/demos/04-attention/)** - Watch attention weights update in real-time as you modify input sequences
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- **[Embeddings Visualization](https://contextlab.github.io/llm-course/demos/04-embeddings/)** - Explore word embeddings in interactive 3D space, rotate and zoom to discover semantic relationships
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- **[Transformer Explorer](https://contextlab.github.io/llm-course/demos/06-transformer/)** - Step through the transformer architecture layer by layer with real-time visualizations of attention, feedforward networks, and residual connections
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- **[Tokenization Explorer](https://contextlab.github.io/llm-course/demos/03-tokenization/)** - Compare BPE, WordPiece, and SentencePiece algorithms side-by-side
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- **[Attention Mechanism](https://contextlab.github.io/llm-course/demos/05-attention/)** - Watch attention weights update in real-time as you modify input sequences
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### All Demos
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‎TEST_COVERAGE.md‎

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| Demo | Tests | Pass Rate | Description |
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|------|-------|-----------|-------------|
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| Demo 01 | 144 | 100% | ELIZA Pattern Matching |
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| Demo 02 | 141 | 100% | BPE Tokenization |
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| Demo 03 | 95 | 100% | Embeddings & Clustering |
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| Demo 04 | 70 | 100% | Attention Mechanisms |
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| Demo 05 | 89 | 100% | Transformer Architecture |
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| Demo 06 | 114 | 100% | GPT Sampling Strategies |
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| Demo 07 | 94 | 97% | RAG (3 tests hit memory limits) |
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| Demo 08 | 93 | 100% | Topic Modeling (LDA) |
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| Demo 09 | 97 | 100% | Sentiment Analysis |
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| Demo 10 | 125 | 100% | POS Tagging |
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| Demo 11 | 119 | 100% | Word Analogies |
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| Demo 12 | 139 | 100% | Semantic Search (BM25) |
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| Demo 13 | 88 | 100% | BERT Masked Language Modeling |
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| Demo 14 | 84 | 100% | Embeddings Comparison |
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| Demo 15a | 12 | 100% | ELIZA (Evolution) |
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| Demo 15b | 14 | 100% | PARRY |
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| Demo 15c | Integration | 100% | ALICE (95,026 patterns) |
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| Demo 02a | 12 | 100% | Chatbot Evolution: ELIZA |
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| Demo 02b | 14 | 100% | Chatbot Evolution: PARRY |
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| Demo 02c | Integration | 100% | Chatbot Evolution: ALICE (95,026 patterns) |
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| Demo 03 | 141 | 100% | BPE Tokenization |
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| Demo 04 | 95 | 100% | Embeddings & Clustering |
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| Demo 05 | 70 | 100% | Attention Mechanisms |
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| Demo 06 | 89 | 100% | Transformer Architecture |
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| Demo 07 | 114 | 100% | GPT Sampling Strategies |
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| Demo 08 | 94 | 97% | RAG (3 tests hit memory limits) |
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| Demo 09 | 93 | 100% | Topic Modeling (LDA) |
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| Demo 10 | 97 | 100% | Sentiment Analysis |
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| Demo 11 | 125 | 100% | POS Tagging |
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| Demo 12 | 119 | 100% | Word Analogies |
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| Demo 13 | 139 | 100% | Semantic Search (BM25) |
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| Demo 14 | 88 | 100% | BERT Masked Language Modeling |
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| Demo 15 | 84 | 100% | Embeddings Comparison |
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| **TOTAL** | **1,518** | **99.8%** | **All Demos Covered** |
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---
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### Run Individual Demo Tests
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```bash
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npm run test:demo01 # ELIZA Pattern Matching
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npm run test:demo02 # BPE Tokenization
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npm run test:demo03 # Embeddings & Clustering
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npm run test:demo04 # Attention Mechanisms
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npm run test:demo05 # Transformer Architecture
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npm run test:demo06 # GPT Sampling Strategies
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npm run test:demo07 # RAG
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npm run test:demo08 # Topic Modeling (LDA)
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npm run test:demo09 # Sentiment Analysis
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npm run test:demo10 # POS Tagging
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npm run test:demo11 # Word Analogies
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npm run test:demo12 # BM25 Semantic Search
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npm run test:demo13 # BERT MLM
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npm run test:demo14 # Embeddings Comparison
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npm run test:demo15 # Chatbot Evolution (All 3)
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npm run test:demo15:eliza # ELIZA only
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npm run test:demo15:parry # PARRY only
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npm run test:demo15:alice # ALICE only
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npm run test:demo02 # Chatbot Evolution (All 3)
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npm run test:demo02:eliza # ELIZA only
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npm run test:demo02:parry # PARRY only
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npm run test:demo02:alice # ALICE only
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npm run test:demo03 # BPE Tokenization
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npm run test:demo04 # Embeddings & Clustering
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npm run test:demo05 # Attention Mechanisms
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npm run test:demo06 # Transformer Architecture
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npm run test:demo07 # GPT Sampling Strategies
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npm run test:demo08 # RAG
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npm run test:demo09 # Topic Modeling (LDA)
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npm run test:demo10 # Sentiment Analysis
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npm run test:demo11 # POS Tagging
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npm run test:demo12 # Word Analogies
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npm run test:demo13 # BM25 Semantic Search
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npm run test:demo14 # BERT MLM
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npm run test:demo15 # Embeddings Comparison
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```
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### Run Specific Categories
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```bash
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npm run test:chatbots # All chatbot tests
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npm run test:eliza # ELIZA tests (Demo 01 + 15)
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npm run test:eliza # ELIZA tests (Demo 01 + 02)
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npm run test:tokenization # Tokenization tests
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npm run test:clustering # Clustering tests
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npm run test:attention # Attention tests
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### Demo 02: BPE Tokenization
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### Demo 02: Chatbot Evolution
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**File**: `demos/02-tokenization/test-tokenization.mjs`
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**Test Files**:
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- `demos/02-chatbot-evolution/test-eliza-fixes.mjs` (12 tests)
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- `demos/02-chatbot-evolution/test-parry-final.mjs` (14 tests)
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- `demos/02-chatbot-evolution/test-alice-full-node.mjs` (integration)
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**Total**: 26+ tests
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**Pass Rate**: 100%
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#### ELIZA Fixes (12 tests)
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- Classic conversation pattern matching
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- Sorry keyword priority
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- Response formatting
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#### PARRY (14 tests)
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- Historical accuracy (1972 implementation)
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- Paranoid response patterns
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- Topic deflection
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#### A.L.I.C.E. (Integration)
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- 95,026 AIML patterns loaded
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- Pattern matching with priorities
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- SRAI, context tracking, wildcards
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---
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### Demo 03: BPE Tokenization
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**File**: `demos/03-tokenization/test-tokenization.mjs`
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**Tests**: 141 comprehensive tests
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**Pass Rate**: 100%
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### Demo 03: Embeddings & Clustering
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### Demo 04: Embeddings & Clustering
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**File**: `demos/03-embeddings/test-clustering.mjs`
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**File**: `demos/04-embeddings/test-clustering.mjs`
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**Tests**: 95 comprehensive tests
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**Pass Rate**: 100%
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### Demo 04: Attention Mechanisms
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### Demo 05: Attention Mechanisms
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**File**: `demos/04-attention/test-attention.mjs`
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**File**: `demos/05-attention/test-attention.mjs`
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**Tests**: 70 comprehensive tests
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### Demo 05: Transformer Architecture
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### Demo 06: Transformer Architecture
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**File**: `demos/05-transformer/test-transformer.mjs`
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**File**: `demos/06-transformer/test-transformer.mjs`
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**Tests**: 89 comprehensive tests
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**Pass Rate**: 100%
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### Demo 06: GPT Playground Sampling
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### Demo 07: GPT Playground Sampling
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**File**: `demos/06-gpt-playground/test-sampling.mjs`
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**File**: `demos/07-gpt-playground/test-sampling.mjs`
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**Tests**: 114 comprehensive tests
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**Pass Rate**: 100%
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### Demo 07: RAG (Retrieval Augmented Generation)
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### Demo 08: RAG (Retrieval Augmented Generation)
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**File**: `demos/07-rag/test-rag.mjs`
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**File**: `demos/08-rag/test-rag.mjs`
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**Tests**: 94 comprehensive tests
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**Pass Rate**: 97% (91/94, 3 tests hit Node.js memory limits)
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### Demo 08: Topic Modeling (LDA)
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### Demo 09: Topic Modeling (LDA)
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**File**: `demos/08-topic-modeling/test-lda.mjs`
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**File**: `demos/09-topic-modeling/test-lda.mjs`
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**Tests**: 93 comprehensive tests
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**Pass Rate**: 100%
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### Demo 09: Sentiment Analysis
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### Demo 10: Sentiment Analysis
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**File**: `demos/09-sentiment/test-sentiment.mjs`
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**File**: `demos/10-sentiment/test-sentiment.mjs`
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**Tests**: 97 comprehensive tests
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### Demo 10: POS Tagging
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### Demo 11: POS Tagging
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**File**: `demos/10-pos-tagging/test-pos.mjs`
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**File**: `demos/11-pos-tagging/test-pos.mjs`
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**Tests**: 125 comprehensive tests
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**Pass Rate**: 100%
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### Demo 11: Word Analogies
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### Demo 12: Word Analogies
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**File**: `demos/11-analogies/test-analogies.mjs`
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**File**: `demos/12-analogies/test-analogies.mjs`
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**Tests**: 119 comprehensive tests
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**Pass Rate**: 100%
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### Demo 12: BM25 Semantic Search
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### Demo 13: BM25 Semantic Search
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**File**: `demos/12-semantic-search/test-bm25.mjs`
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**File**: `demos/13-semantic-search/test-bm25.mjs`
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**Tests**: 139 comprehensive tests
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### Demo 13: BERT Masked Language Modeling
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### Demo 14: BERT Masked Language Modeling
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**File**: `demos/13-bert-mlm/test-bert.mjs`
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**File**: `demos/14-bert-mlm/test-bert.mjs`
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**Tests**: 88 comprehensive tests
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**Pass Rate**: 100%
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### Demo 14: Embeddings Comparison
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### Demo 15: Embeddings Comparison
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**File**: `demos/14-embeddings-comparison/test-comparison.mjs`
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**File**: `demos/15-embeddings-comparison/test-comparison.mjs`
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**Tests**: 84 comprehensive tests
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### Demo 15: Chatbot Evolution
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**Test Files**:
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- `demos/15-chatbot-evolution/test-eliza-fixes.mjs` (12 tests)
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- `demos/15-chatbot-evolution/test-parry-final.mjs` (14 tests)
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- `demos/15-chatbot-evolution/test-alice-full-node.mjs` (integration)
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**Total**: 26+ tests
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**Pass Rate**: 100%
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#### ELIZA Fixes (12 tests)
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- Classic conversation pattern matching
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- Sorry keyword priority
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- Response formatting
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#### PARRY (14 tests)
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- Historical accuracy (1972 implementation)
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- Paranoid response patterns
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- Topic deflection
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#### A.L.I.C.E. (Integration)
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- 95,026 AIML patterns loaded
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- Pattern matching with priorities
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- SRAI, context tracking, wildcards
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---
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## Test Categories
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### Unit Tests

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