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~Get Your Files Here !
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1 - Welcome & How to Use This Course
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10 - Costs, Scaling & Ops
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demo-9-1-cost-optimization
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demo-9-2-autoscaling-backpressure
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demo-9-3-rate-limiting
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11 - Security, Privacy & Responsible AI
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demo-10-1-prompt-injection
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data
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docs
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demo-10-2-sanitization-validation
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demo-10-3-data-retention
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12 - Advanced Topics
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demo-11-1-multimodal-basics
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images
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demo-11-2-faiss-sharding
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code
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docs
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shard_a_product
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shard_b_pricing
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shard_c_sdk
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demo-11-3-edge-on-device
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code
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13 - Capstone Build, Demo & Reflect
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2 - Quick Foundations
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3 - Setup, Demo Modes & Reproducibility
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demo-2-4-live
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node-express
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python-fastapi
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module-02-lecture-02-demo
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code
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app.py
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PY
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3 KB
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config.py
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PY
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716 B
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logs
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mock
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tests
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test_config.py
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PY
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204 B
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4 - Prompt Engineering in Practice
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demo-3-1-iterative-prompt-improvement
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code
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iterative_prompt.py
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PY
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5.6 KB
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demo-3-2-message-structures
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code
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message_roles_demo.py
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PY
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5.9 KB
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demo-3-3-output-schemas
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code
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output_schema_demo.py
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PY
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10.4 KB
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demo-3-4-prompt-pipelines
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code
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prompt_pipeline_demo.py
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PY
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11 KB
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demo-3-5-code-gen-validation
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code
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code_generation_demo.py
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PY
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10.8 KB
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5 - Retrieval-Augmented Generation (RAG)
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demo-4-1-rag-vs-plain
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code
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rag_vs_plain_demo.py
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PY
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8.1 KB
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docs
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demo-4-2-faiss-index
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code
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faiss_index_demo.py
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PY
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10.3 KB
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docs
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demo-4-3-rag-precomputed
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code
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build_embeddings_index.py
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PY
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3.7 KB
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rag_precomputed_demo.py
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PY
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8.1 KB
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docs
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demo-4-4-context-window
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code
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context_window_demo.py
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PY
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10.7 KB
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docs
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6 - Fine-Tuning & Customization
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