DORAAA EMBEDDING ENGINE
Loading Local AI Model...
Downloading: 0% model.onnx
Backend: Detecting...
Model Choice: BAAI/bge-small-en-v1.5
Status: Preparing Embedding Engine
🛠️ DORAAA INTELLIGENCE CONSOLE
X
Nodes: 0
Edges: 0
Zoom: 1.00x
FPS: 0
Selected Node: None
Active Topic: None
Confidence: 0%
Queue: IDLE
In Queue: 0
Remaining: 0
Completed: 0
Failed: 0
⚡ SYSTEM PERFORMANCE
Filtering: -
Embedding: -
Similarity: -
Total: -
📊 SIMILARITY PROFILER V1
Similarity Breakdown
Total Sim: 0.0ms
Topic Sim: 0.0ms
Entity Sim: 0.0ms
Memory Time: 0.0ms
Ranking Time: 0.0ms
Filtering Time: 0.0ms
Scope Building: 0.0ms
Top Time Consumers
Awaiting profiling run...
Last Request Trace
Query: (none)
Scope Size: 0
Topics Match: 0
Entities: 0
Sim Calls: 0
Total Time: 0.0ms
Average Metrics
Avg Sim Time: 0.0ms
Avg Scope: 0.0
Avg Topics: 0.0
Avg Entities: 0.0
Avg Sim Calls: 0.0
Heatmap Bottlenecks
Largest Scope Seen: 0
Largest Entity Pool: 0
Worst Topic Match: 0.0ms
Worst Entity Match: 0.0ms
Topic-First Retrieval
Topics Evaluated: 0
Top Candidates: 0
Entity Pool Size: 0
Entities Searched: 0
Entity Reduction: 0%
Short-Circuit: No
Early Term: No
Fallback Active: No
Topic Matching Execution
No execution yet...
Entity Matching Execution
No execution yet...
Memory Match Execution
No execution yet...
Topic Search Scope Profile
No execution yet...
🧠 LOCAL AI EMBEDDING ENGINE
[Show Test]
Status: Loading...
Backend: Detecting...
Model: BAAI/bge-small-en-v1.5
Cache Status: Hit/Miss
Model Size: 120 MB
Initialization Time: -
Embedding Count: 0
Avg Inference Time: -
Rolling Context Window (Normalized)
(No words recorded yet)
🧠 SEMANTIC PAYLOAD ENGINE
Raw Context: -
Cleaned Context: -
Removed Stopwords: None
Removed Metadata: None
Removed Intents: None
Detected Objects: None
Final Semantic Payload: -
Current Signature: -
Prev Signature: -
Embedding Triggered: -
Top Candidate Similarity Scores
No candidates available
🔮 PREDICTION ENGINE
Active Node: None
Top Predicted Node: None
Confidence Gap: -
Predictions & Trend Values (Max 3 Top candidates):
No active node to predict from
Last Updated: Never
🎯 INTENT DETECTION ENGINE (MVP)
Current Intent: NONE
Top Intent Candidates & Similarity Scores:
Awaiting typed or spoken words to detect intent...
Last Detection: Never
📊 METADATA ENGINE STATUS STANDBY
Loaded Intents: 0
Metadata Types: 0
Intent Source: JSON Library & synEmbed Metadata Source: JSON Patterns & Context
Metadata Candidates Count: 0
Classification Results:
Awaiting text to classify metadata...
🧬 ENTITY EXTRACTION ENGINE
Scoped Pool Size: 0
Matched Pool Hits: 0
Primary Entity: NONE
Secondary Entities: NONE
Known Entities detected:
No known entities...
Potential Entities found:
No potential entities...
Top Entity Candidates & Scores:
Awaiting text to extract entities...
Last Extraction: Never
📚 ENTITY LIBRARY DIAGNOSTICS
Current Node: None (Select/Match a Node)
Entities: 0
Embedded: 0
Cached: 0
Failed: 0
Node Entity Library:
No node selected or matched yet.
👑 CENTRAL ENTITY ENGINE
Central Entity: None
Confidence Score: 0.0000
Top 5 Ranked Entities:
Awaiting presentation speech inputs...
🧠 UNDERSTANDING COMPOSER DIAGNOSTICS STANDBY
Composer Intent: NONE
Composer Confidence: 0.0000
Compounded Objects (Top 2-5):
No objects available.
Node Title Matches:
No node title matches available.
📋 PIPELINE PROCESSING DETAILS
🧠 MEMORY ENGINE STATUS STANDBY
Candidates: 0 Confirmed: 0 Expired: 0
Updates: 0 Decays: 0
Latest Promotion Events:
No promotions yet...
Top Confirmed Memory Items:
No confirmed items...
⚡ PREFETCH ENGINE STATUS STANDBY
Queued Nodes: 0 Running: 0 Completed: 0
Skipped: 0 Total Prefetched: 0 Avg Gen Time: 0s
Priority Distribution: P100:0 | P80:0 | P60:0 | P40:0 | P20:0
📂 LAYER COVERAGE DISPLAY
Current Topic: None
Children Layer: 0% Grandchildren: 0% Total Coverage: 0%
Active / Queued Prefetches:
No active/queued tracks...
🧠 TOPIC MEMORY (EXPOSURE)
No topics have exposure memory yet
System Activity Logs
Copy Logs Clear
🔄 TOPIC TRANSITION ENGINE X
SECTION 1: CURRENT TRANSITION
{
  "status": "No transitions recorded yet"
}
SECTION 2: TRANSITION HISTORY (LATEST 20)
No history recorded
SECTION 3: GRAPH RELATION
Relation: -
Parent: -
Current Depth: -
Previous Depth: -
SECTION 4: VISUAL PREVIEW HINTS
Transition: -
Future Action: -
⚡ TRANSITION PERFORMANCE
Exec Time: -
Avg Time: -
Total Count: -
Detected Types: -
💾 PERSISTENT CACHE ENGINE
CACHE PROFILER
Cache Hits: 0
Cache Misses: 0
Hit Rate %: 0%
Deduplications: 0
Saved Requests: 0
Saved API Calls: 0
Avg Load Time: 0ms
CACHE STATUS
No topics analyzed yet
🤝 TOPIC COMMITMENT ENGINE
CURRENT COMMITMENT
Topic: None
Commit Score: -
Depth: -
Status: -
Last Commit: -
LAST SWITCH REASON
No switch evaluations yet
EVALUATED CANDIDATES
No active candidates yet
LATEST 20 COMMITS
No commit history yet
COMMITMENT PROFILER
Eval Time: 0ms
Evals: 0
Total Candidates: 0
Commits Made: 0
Prevented: 0
Anti-Flicker Blocks: 0
Avg Commit Lifespan: 0s

🎙️ Presentation Speech Simulator

LIVE MATCHING

Type or paste speech to present. DORAAA monitors in real-time and highlights matching modules.

Matched Node: None
Confidence: 0%

Settings

⚙️ Topic Detection Weights

🧠 Topic Exposure Decay

🔮 Prediction Weights

🎯 Intent Settings

🧬 Entity Extractor Weights & Thresholds

💾 Persistent Cache

Press ~ to toggle Debug Mode