Artificial Intelligence & GenAI · Enterprise knowledge

Enterprise Knowledge Copilot

RAG assistant over approved enterprise documents with citations, evaluation and guardrails.

Capstone in Generative AI, RAG & Agentic AI Engineering.

Recommended effort30 hoursCourse levelAdvancedSuggested teamIndividual or team of 2-3

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The project brief

The business challenge

An enterprise assistant needs answers grounded in approved documents, with evidence that its retrieval and response controls work.

Shared method: define the requirement, design and build the solution, then test and document the result.

Project brief

Test scenarios

Use these scenarios to plan the project review. They describe intended checks, not completed learner results.

01 · Test scenario

Supported question

Ask a question answered by an approved document and check the cited source passage.

02 · Test scenario

Retrieval benchmark

Run the retrieval benchmark and record cases where the expected document was not retrieved.

03 · Test scenario

Guardrail check

Test a question outside the approved evidence and inspect the response and trace.

Inside the working solution

What you will build

01Approved document ingestion pipeline
02RAG assistant with citations
03Retrieval evaluation, traces and guardrails

Your final submission

What you will present

Ingestion pipeline
Retrieval benchmark
App
Traces
Evaluation report

Technology workspace

The tools behind the build

Review the tools and skills used in this project brief.

Python

Data processing, model logic and backend automation

RAG

Ground AI answers in approved source documents

LangChain

Orchestrate retrieval, prompts, tools and model responses

Vector DB

Use Vector DB within guided implementation, testing and portfolio workflows

Project brief

Acceptance criteria

Review retrieval quality, source citations and the recorded guardrail checks.

The ingestion pipeline and retrieval benchmark can be run from the submitted materials.
The assistant cites approved documents and records response traces.
The evaluation report includes failed cases and guardrail findings.

Questions about this project

Enterprise Knowledge Copilot FAQs

Check the recommended level, tools and guidance before selecting a programme.

Who is the Enterprise Knowledge Copilot project suitable for?+

The associated course is taught at advanced level. Review its prerequisites before choosing this capstone. An adviser can help you confirm the appropriate starting point.

Which tools and skills are used?+

The project brief uses Python, RAG, LangChain, Vector DB. Confirm the selected stack with admissions when choosing a programme.

Is mentor guidance included?+

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