Intent Neural Adapter

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DNAHawir Neural Agent

Portrait

Confidence98%

Response1.2s

Intent Neural Adapter

SQL SLM (Query Generation)

Qwen-2.5

SQL

NLP

RAG

Cluster

Rows4,000

Query Generated✓ Valid

SELECT COUNT(*), domain FROM [tickets_db] WHERE year = '2025' GROUP BY domain;

Entities: Team: VAS Ops RCA: Power Desc: Outage

Query Type

Analytical

Complexity

Medium

Accuracy

High

Retrieved Sources8 docs

RCA_Guidelines_2025.pdf96%

TT_Resolution_SOP.docx89%

Multi-Model SLM ClusterAll Online

🔷

Qwen-2.5-Coder

Intent Classification

Processing

🔶

DistilBERT

Anomaly Detection

Ready

🔮

DeepSeek-V2

Query Generation

Ready

💡Suggested Questions

→What is the count of TTs in all domains in 2025?

→Compare TT count in VAS Ops this week vs last week

→What are the top root causes this month?

→Show the TT trend for Transmission Ops

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