Corevia Bot
AI-powered Discord assistant built with NVIDIA NIM
Add to Discord See it in action
Click a question to see how Corevia Bot responds
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Click a question on the left to start the demo
How it works
RAG pipeline: from question to answer in seconds
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Question
User asks via /ask
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Embedding
NVIDIA converts text to vectors
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Vector Search
pgvector finds similar docs
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Re-ranking
Cross-encoder scores relevance
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LLM
Mistral generates the answer
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Answer
Response posted in Discord
Features
Everything you need for intelligent document Q&A
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Multi-format docs
Ingest JSON, DOCX, PDF, and plain text documents
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Contextual search
Semantic vector search finds the most relevant passages
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French-first
Optimized for French-language documents and queries
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Thread conversations
Follow-up questions in Discord threads with context
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Source-grounded
Every answer cites its source documents
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Re-ranking
Cross-encoder re-ranks results for maximum accuracy
Document coverage
Knowledge base powering Corevia Bot's answers
- corevia-api.json
- Software Functional Requirements.docx
- Software Architecture Document.docx
- Synthèse Corevia.docx
- Cahier des charges.docx
- Pilulier intelligent.docx
- Business plan.docx
- Étude de marché.docx
- Analyse concurrentielle.docx
- PV de réunion.docx
- Test plan.docx
- Quality assurance.docx