Completed
[] Data prep for RAG
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Classroom Contents
RAG Quality Starts with Data Quality - Enhancing Retrieval-Augmented Generation Systems
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- 1 [] Adam's preferred coffee
- 2 [] Takeaways
- 3 [] Huge shout out to Tonic.ai for supporting the community!
- 4 [] Please like, share, leave a review, and subscribe to our MLOps channels!
- 5 [] Naming a product
- 6 [] Tonic Textual
- 7 [] Managing PII and Data Safety
- 8 [] Chunking strategies for context
- 9 [] Data prep for RAG
- 10 [] Data quality in AI systems
- 11 [] Data integrity in PDFs
- 12 [] Ensuring chatbot data freshness
- 13 [] Managed PostgreSQL and Vector DB
- 14 [] RBAC database vs file access
- 15 [] Slack AI data leakage solutions
- 16 [] Hot swapping
- 17 [] LLM security concerns
- 18 [] Privacy management best practices
- 19 [] Chatbot design patterns
- 20 [] RAG growth and impact
- 21 [] Retrieval Evaluation best practices
- 22 [] Wrap up
