# Pipeline Configuration - RAG Dashboard

### Pipeline Steps

1
Data Ingestion
2
Chunking
3
Retrieval
4
Reranking
5
Generation
Prompt Template (Generation) System: You are a helpful assistant. Use ONLY the provided context.\n\nUser Query: {{query}}\n\nRelevant Chunks:\n{{context_blocks}}\n\nAnswer concisely and cite sources.
LLM Model
Embedding Model
Reranker
Retriever Top-K
Temperature
Max Tokens
Presence Penalty
Frequency Penalty

### Step Settings

Configuration depends on current active step in pipeline.
Ingestion Source
File Types
Schedule (cron)
Chunk Size (tokens)
Chunk Overlap
Splitter Strategy
Vector Store
Distance Metric
Min Score Threshold
Rerank Top-N
Score Normalization
Answer Style Hint
Include Source Citations

### Preview Output (Sample)

Updated after generation step evaluation.
This device requires a factory reset performed via the embedded maintenance console. Refer to Section 4.2 of manual.pdf for command sequence. Sources: manual.pdf (p. 18)