Architecture Stack
v2.4.0-prod1. Data Layer
Ingestion & Vectorization
Chunking
Embeddings
Hybrid Search
2. Retrieval Layer
Query & Reranking
Preprocessing
Cross-Encoder
3. Memory & State
Context & Caching
4. Routing & Classification
Intent & Logic
5. Generation Layer
LLM & Streaming
6. Evaluation & Quality
Testing & Monitoring
7. Security Layer
Validation & Filtering
8. Observability
Tracing & Metrics
9. Infrastructure
API & Deployment
0 tokens
System ready. Execute a query to observe the 9-layer pipeline...
AGENTS ACTIVE
Live Pipeline Value
$0
Cold
Warm
Hot
Sales Agent
Idle - Monitoring leads
STANDBY
Support Agent
Idle - Awaiting tickets
STANDBY
Outreach Agent
Idle - Scanning opportunities
STANDBY
Recent Agent Actions
[SYSTEM] Agentic CRM initialized with 3 active agents
[SYSTEM] Connected to Layer 4 (Routing) for intent classification
[SYSTEM] Layer 5 (Generation) configured for personalized responses
[SALES] Loaded lead scoring model from Layer 1 Vector DB
Latency
0ms
p95: 0ms
Cost
$0.000
per 1K queries
Security Score
100%
threats blocked: 0
Agent Actions
0
autonomous decisions
Layer Inspector
Select a layerClick on any architecture layer to view its implementation details, configuration, and current status.
Pipeline Logs
[SYSTEM] Architecture initialized
[SYSTEM] Vector DB connected (768d)
[SYSTEM] Safety filters loaded
Embedding Space
Query Vector
Document Clusters