Data Transform shapes raw input into something usable.
Format it. Clean it. Prepare it for the next step.
Good flows start with good data.
#DataEngineering#NoCodeAI#Automation#AI
The RAG core is simple.
Embed content.
Store it in a knowledge DB.
Search by similarity.
Then generate.
Search comes before generation.
#RAGPipeline#AIArchitecture#LLM
AI apps need memory, not just models.
Embeddings turn documents into searchable knowledge.
That’s how AI actually answers questions.
#AI#LLM#Embeddings#VectorSearch#RAG