Agent Dashboard

Real-time status of the 4-agent LegalGPT pipeline

Connecting...
Pipeline ID: demo
IDLE

Citation Extraction

Extract citations from case text, link to CourtListener, build graph edges

COMPLETED
done 100%
✓ Loading cases 100%
✓ Extracting citations 100%
✓ Linking citations 100%
✓ Building edges 100%
Metrics
total_cases: 163
edges: 226

Graph Infrastructure

Load data to Neo4j, train GraphSAGE embeddings, setup retriever

PENDING
Waiting... 0%
○ Loading to Neo4j 0%
○ Generating embeddings 0%
○ Training GraphSAGE 0%
○ Exporting embeddings 0%

Model Training

Train Mistral-7B with QLoRA on Modal A100

PENDING
Waiting... 0%
○ Preparing data 0%
○ Uploading to Modal 0%
○ Training QLoRA 0%
○ Downloading model 0%

Evaluation & Results

Compute metrics, run ablations, generate paper results

PENDING
Waiting... 0%
○ Running predictions 0%
○ Computing metrics 0%
○ Running ablations 0%
○ Generating results 0%

Pipeline Dependencies

A
Citations
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B
Graph
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C
Model
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D
Evaluation