Initiative #55
Natural Language Process (NLP) Chatbot using retrival-augmented-generation (RAG) on DFO PAC Site
Listed in the registry Development Original language : English
About the initiative
Description of the initiative
A chatbot that allows users to search DFO PAC website using natural language and return reponses not only on data it was trained on but also incorporating a retrieval of new information found on DFO website as it is updated Azure OpenAI GPT4o/4o mini Text-Embedding-3-Large Open Web UI Crawl4AI (AI-based webscraper)
AI family
- AI capability
- Document, Text, and NLP-Driven Analysis
Bucket rationale
Focus is user engagement for real-time, conversational retrieval—Interaction and Engagement.
Lifecycle
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Ideation
Stage status : Completed
May 29, 2025
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Assessment
Stage status : Completed
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Approved
Stage status : Completed
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Development
Stage status : In progress
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Pilot
Stage status : Upcoming
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Production
Stage status : Upcoming
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Archived
Stage status : Upcoming
Schedule for this initiative
- Completed
- In progress
- Planned
- Not applicable
- Today
- Ideation
A similar need?
Nobody has come forward yet. If your team faces the same problem, say so: it helps bring initiatives together and share a solution.
Contacts
- Requester
- Quan, Eric
- Sector contact
- Quan, Eric
- Subject matter expert
- Quan, Eric
Data and tools
- Sector
- Programs Sector
- Region
- Pacific
- Submitted on
- May 29, 2025
Government priorities and declaration
- Prime Minister's mandate commitment
- Spending less on government operations so that Canadians can invest more in the people and businesses that will build the strongest economy in the G7.