LangChain & Vector Databases in Production
Build production LLM apps with LangChain & vector DBs
Learn about LLMs, LangChain, and Deep Lake vector database for building production-grade AI applications. Part of the Gen AI 360 Foundational Model Certification by Activeloop, Towards AI & Intel. Includes 50+ lessons and 10+ practical projects.
AI EngineeringFreeadvanced~40 hours
Submitted by @kiraRoadmap (5 steps)
1
Foundations
5 hours#LLM Basics#LangChain Overview#Prompt Templates#Chains & Memory
2
Vector Databases
8 hours#Deep Lake#Embeddings#Vector Search#Similarity Metrics
3
Building RAG Applications
10 hours#Retrieval Chains#Document Loading#Text Splitting#QA Systems
4
Production Deployment
10 hours#Evaluation#Cost Optimization#Latency Tuning#Monitoring
5
Capstone Projects
7 hours#Customer Support Bot#Document Q&A#Code Assistant#Multi-Modal App