social.edjamon@gmail.com +91 9043976715
EdJAMON
HomeProgramsGen AI Apps with Vector DB RAG

Gen AI Apps with Vector DB RAG

Experience & Completion Certificate from Edjamon
Access to all program material and tool
Hurry! Limited seats available

Gen AI Apps with Vector DB RAG

Master Retrieval-Augmented Generation (RAG) and Vector Databases with LangChain, LlamaIndex, and modern LLMs. Learn to build and deploy Gen AI apps in 3 months with mentorship, projects, and placement support.

About This Course

This 3-month professional program transforms developers into Generative AI specialists. Learn RAG, vector databases, and LangChain through hands-on labs and real-world projects. Deploy production-ready AI apps with placement and career support.

What You Will Learn

Foundations of LLMs (GPT, LLaMA, Mistral)
Prompt Engineering & best practices
Embeddings & Vector DBs (FAISS, Pinecone, Weaviate, ChromaDB)
RAG pipelines: retrieval + generation integration
LangChain and LlamaIndex frameworks
API integration with OpenAI, Hugging Face, etc.
Deploying Gen AI apps with FastAPI/Streamlit
Evaluation & hallucination reduction strategies
CI/CD for AI apps using Docker & GitHub Actions
Capstone: production-ready AI app with placement support

Hands-on Projects

Apply your learning through real-world projects that build your portfolio and showcase your skills

Beginner

Document Q&A with FAISS

Build a mini search engine that answers questions from documents using embeddings and FAISS.

Technologies:

PythonFAISSEmbeddings
Intermediate

Chatbot answering from PDFs

Implement a chatbot that retrieves answers from uploaded PDFs using RAG pipelines.

Technologies:

LangChainPineconeStreamlit
Intermediate

RAG-based Q&A App with Memory

Build an application that remembers context across sessions using advanced RAG and LangChain memory.

Technologies:

LangChainChromaDBFastAPI
Advanced

Hallucination-Reduced Gen AI App

Develop a Gen AI application with evaluation pipelines and hallucination reduction techniques.

Technologies:

LangChainLlamaIndexEvaluation frameworks
Advanced

Capstone Project: Industry-grade AI Application

Complete a real-world Gen AI project (Legal doc search, Healthcare FAQ bot, or EdTech tutor) with deployment.

Technologies:

Full RAG StackDockerAWS/GCP

Unique method to make you professionally rich

Progress through our comprehensive program which makes qualified professional to earn their awards

Bronze Award
Silver Award
Gold Award
Ruby Award
Emerald Award

Bronze Award

Begin your journey with foundational skills and basic certification.

Course Curriculum

Technologies You Will Learn

Master the most in-demand tools and technologies for data analytics

Python

LangChain

LlamaIndex

Hugging Face Transformers

FastAPI, Flask, Streamlit

Vector DBs: FAISS, Pinecone, Weaviate, ChromaDB

LLMs: OpenAI GPT, LLaMA, Mistral

Docker & GitHub Actions (CI/CD)

AWS/GCP/Azure for deployment

What Our Students Say

Hear from our students who have transformed their careers with our courses

My capstone project — a Chat with Research Papers app — helped me crack my AI Engineer interview at Infosys. Edjamon made me industry-ready.

PR

Priya R

Infosys

We worked on real-time projects with LangChain, Pinecone, and LlamaIndex. Placement support was excellent. I’m now a Gen AI Developer at TCS.

AK

Arun K

TCS

Hands-on mentorship in debugging and scaling RAG pipelines helped me secure a role as a RAG Specialist at Cognizant.

ML

Meena L

Cognizant

Weekly reviews, progress tracking, and team projects gave me real workplace-like experience. I now work as an LLM Engineer at HCL Tech.

RS

Rohit S

HCL Tech

I transitioned into AI consulting by mastering RAG-powered apps with Edjamon’s structured program.

DM

Divya M

Startup Consultant

Why Choose Edjamon?

Discover the difference between Edjamon and traditional learning platforms

Features & CriteriaEdJAMONOther Platforms
Duration
3 Months (intensive, job-ready)
Short courses (weeks) or long self-paced with no career support
Learning Format
Live mentorship + projects + code reviews
Self-paced videos or short guided projects
Vector DBs
Multi-DB coverage (FAISS, Pinecone, Weaviate, Chroma)
Single DB focus (often vendor-specific)
RAG Pipelines
Full-stack RAG pipelines with deployment & scaling
Prototype-only demos, no production readiness
Deployment & CI/CD
Docker, GitHub Actions, Cloud deployment
Rarely included
Security & Guardrails
Prompt injection mitigation, moderation, compliance
Covered only at a theoretical level
Placement Support
Resume prep, mock interviews, hiring partners
No placement or limited career support

Key Highlights

Hands-on training with multiple Vector DBs
End-to-end RAG app deployment
Industry-grade security and evaluation practices
Full placement support and career prep

Job Roles After Program

Explore exciting career opportunities after completing this program

Gen AI Developer

AI Engineer

RAG Specialist

LLM Application Engineer

AI Consultant

Become the top 1% in your domain

Explore our specialized programs to accelerate your career and stand out in your field

AI for Data Analytics

AI for Data Analytics

Master AI-powered data analytics with Python, SQL, ML, and visualization tools. Become job-ready in 3 months with live mentorship, real projects, and placement support.

3 months1847
4.9
Advanced Tableau & Data Visualization Professional Program

Advanced Tableau & Data Visualization Professional Program

Master Tableau Desktop, Prep, and Server/Online. Learn LOD expressions, performance optimization, and storytelling with data. Complete an end-to-end real-world capstone project to become a job-ready Tableau Developer/Analyst in 1 month.

1 Month1847
4.9
Power BI for Data Analytics Internship Program

Power BI for Data Analytics Internship Program

Become a job-ready Power BI Developer/Analyst in 1 month. Master ETL with Power Query, advanced DAX (Time Intelligence, KPIs), and performance-oriented data modeling. Build and deploy end-to-end interactive dashboards with Row-Level Security (RLS).

1 Month1847
4.9
Data Science Professional Program

Data Science Professional Program

An intensive 3-month job-ready program covering Python, SQL, Machine Learning, and Power BI/Tableau. Build a professional portfolio with real-world projects and land your dream job with dedicated placement support.

3 months2150
4.9

Frequently Asked Questions

Find answers to common questions about the program

Start learning today!

Maximize your productivity and apply it in your work to get best results

Inclusions

3 months
Experience & Completion Certificate from Edjamon
Access to all program material and tool

6,821 already enrolled