Common AI Builder Foundation
Python, APIs, debugging, Git and deployment foundations.
completedWeek 2 of 12 · Module 1
Enterprise Knowledge Assistant
Build an assistant that answers questions from an approved document collection and shows the supporting evidence.
Your latest check still needs work on timeout handling. Practise that concept before checking again.Illustration · not your project output
- Who it helps
- Employees and customers searching policies, manuals and product documents.
- User journey
- Upload documents → Process and index → Ask a question → Receive a cited answer → Inspect the source
- Deployment target
- Evaluator-accessible web application
This week’s live sessions
Five guided hours, each producing part of the same product. Every session stays open even if earlier practice is unfinished.
Industry Problem Launch
From scattered policy documents to a trustworthy answer flow
You’ll produce: Problem interpretation, feature checklist and initial development plan.Academic Concept Studio
Chunking, embeddings, retrieval and grounded generation
You’ll produce: Concept exercises and a working retrieval component.Guided Engineering Lab
Build retrieval, cited answers and source previews
You’ll produce: A working version of the module’s main retrieval and answer function.Midweek Progress Review
Review checkpoints, evidence and blockers
You’ll produce: A clear completion plan and support assignment where needed.- 5
Weekend Build Room and Deployment
Test, deploy, demonstrate and prepare review evidence
You’ll produce: A deployed core product and submission evidence.
Build progress
Project checkpoints. Mentor approval is a separate step.
- Extract text with document and page identifiersSaved
- Divide content into searchable chunksSaved
- 3Generate embeddings and retrieve relevant passagesCurrent checkpointContinue
- 4Construct an answer using retrieved evidenceUpcoming
- 5Display citations and source previewsUpcoming
- 6Add upload status, failure handling and deploymentUpcoming
Your project journey
Each week is a distinct product.
Enterprise Knowledge Assistant
Answer questions from approved documents with inspectable evidence.
currentAdaptive AI Learning Assistant
Diagnose learning needs and recommend explicit next activities.
upcomingAI Data Analyst and Prediction Copilot
Opens when the programme releases this week.
lockedMultimodal Document Processing Platform
Opens when the programme releases this week.
lockedVoice AI Receptionist and Controlled Dialler
Opens when the programme releases this week.
locked