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Learning Topics
This roadmap covers the following topics:
✅ RAG Architecture & Implementation
- ✅ Classic RAG Pipeline
- ⚪ Query Processing
- ⚪ Context Augmentation
- ⚪ Response Generation
- ✅ Agentic RAG Systems
- ⚪ Query Decomposition
- ⚪ Multi-Hop Reasoning
✅ Data Pipeline & Indexing
- ✅ Document Processing
- ⚪ Smart Chunking
- ⚪ Multimodal Processing
- ✅ Embedding Pipeline
- ⚪ Batch Processing
- ⚪ Incremental Indexing
- ✅ Data Freshness & Lifecycle
✅ Evaluation & Quality Metrics
- ⚪ Retrieval Metrics
- ⚪ Precision & Recall
- ✅ Ranking Quality
- ⚪ Generation Quality
- ⚪ Faithfulness Testing
- ⚪ Citation Coverage
- ✅ Grounding & Hallucination Control
✅ Production Deployment & Optimization
- ⚪ Performance Optimization
- ⚪ Caching Strategies
- ⚪ Latency Optimization
- ⚪ Infrastructure & Security
- ⚪ Access Control
- ⚪ Observability
- ⚪ Cost Management
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