Roadmap

Phase 10

Production Ready RAG System

• ChromaDB
• BM25
• Hybrid Retrieval
• LangGraph
• Guardrails
• Retry Logic
• Confidence Scoring
• Token Tracking
• Cost Tracking
• RAGAS Evaluation
• GitHub Actions

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Phase 11

Streamlit Frontend

• Chat Interface
• Confidence Display
• Retrieval Inspection

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Phase 12

Docker

• Dockerfile
• Docker Compose

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Phase 13

CI/CD

• Automated Deployment
• Build Pipeline

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Phase 14

Kubernetes

• Deployment
• Service
• Scaling

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Phase 15

Caching

• Redis
• Query Cache

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Phase 16

Monitoring Dashboard

• Token Usage
• Cost Analytics
• Confidence Trends
• Retrieval Metrics