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An assistant on a website that answers visitor questions from the site's own content and hands off to a human.
Live, interactive classes with time for every learner's questions and code reviews.
Request this batch A 5–10 learners batch starts once enough learners ask. You confirm and pay only when dates are set.Python basics and calling a REST API. No machine learning background needed.
Only need the code? The website AI representative source code is sold separately for ₹1,299. Request the source code — availability is confirmed before you pay.
A recorded walkthrough of the finished website AI representative is shared when this build opens. Register interest to be told first.
Who uses a website AI representative, what problem it solves and the use cases you will support.
Python, FastAPI + LangChain and PostgreSQL + pgvector, plus the data model and architecture for this product.
A working demonstration of content ingestion.
Grounded answers, Lead capture, Human handoff, with authentication and data validation.
All 4 modules connected into one usable webapp.
Automated tests, security review, deployment to Docker, monitoring and documentation.
Measure answer quality with an evaluation set and cut cost per answer by half.
The data model behind content ingestion
Build the content ingestion module
Build grounded answers live, step by step
Content ingestion → Grounded answers → Lead capture → Human handoff
Review of your architecture and code
The Sunday workshop “Build an AI Chatbot” builds the heart of this product step by step. Join it first, then extend it into the full build below.
See dates and registerEnrolled learners get access to the starter repository: project structure, database schema, sample data and a setup guide, plus a reference solution for each unit.
Measure answer quality with an evaluation set and cut cost per answer by half.
Finishing this build is planned to include the support below. It opens with the first batch; enrolment pages confirm what is included before you pay.
Issued with a unique ID once your final project passes review. It records what you built, not just attendance.
Certification policyPortfolio and GitHub review, resume feedback, a mock interview and referrals when suitable openings come up. No placement guarantee.
Career mentorshipGuidance on pricing, proposals and your first client project, plus a review of your freelance profile and portfolio.
Build client-style projectsAn invite to the Innovate with Ajay community to meet builders, find co-founders, join hackathons and get feedback on product ideas.
Explore the communityShare your interest. We’ll confirm availability, batch dates and the fee separately, so you can decide when the details are ready.
Pick up Python and FastAPI + LangChain in the course catalogue, or follow a full role path.
