PHASE 04 / FUTURE TECH
AI INTEGRATION
Implementing LLMs, vector databases, and AI-driven automation into products.
Key Outcomes
Integrate Large Language Models (LLMs) into production apps.
Build RAG (Retrieval Augmented Generation) systems.
Work with Vector Databases like Pinecone and Chroma.
Design AI-driven UX patterns that feel natural.
Course Roadmap
01
LLM Foundations
OpenAI API
Anthropic Integration
Prompt Engineering
Streaming Responses
02
Semantic Search
Embeddings
Vector Databases
Similarity Search
Data Pipelines
03
Advanced AI Agents
Function Calling
Agentic Workflows
Long-term Memory
Tool Use
04
AI Ethics & Safety
Output Validation
Guardrails
Cost Optimization
Privacy Compliance