Concept studyArtificial intelligence
Corporate Knowledge Assistant
An AI assistant approach that searches internal documents and gives answers with their sources.
This is a concept study. It is not a client project, it contains no client results, and the information on screen is sample data.
Problem
Company knowledge is spread across policy documents, contracts and technical files. Finding the answer to one question can mean opening many of them.
Proposed solution
A system that goes through your documents, finds the passages most relevant to a question and prepares an answer based only on those passages. Each answer shows its source, so the user can compare it with the document.
Which security rules apply to remote access?
Answer with source
According to the sample policy, remote access requires multi-factor authentication and disk encryption on devices.
sample-security-policy.pdf, page 14
How the system works
- 1
Documents are split into passages and stored with their source
- 2
A question retrieves the most relevant passages
- 3
AI prepares the answer based only on those passages
- 4
The answer is shown with its source document and page
- 5
The user compares the answer with its source
Technical details
- Python
- FastAPI
- LLM
- RAG
- Vector database
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