Ismael's JobsKnowledge Base & RAG Setup
The Knowledge Base & RAG Setup builds an AI‑driven search and answer system that runs over your company documents. It eliminates manual document hunting by instantly retrieving relevant content and generating concise responses. The solution provides a secure portal and API so your team can get accurate information on demand.
Who it is for: Designed for SMB owners or managers who need fast, reliable access to internal knowledge without hiring a data science team.
What's included
- ✓Document ingestion and indexing
- ✓Custom retrieval‑augmented generation pipeline
- ✓Search interface integration
- ✓User access configuration
- ✓Terminology fine‑tuning
- ✓Deployment guide and documentation
What you receive
- →Secure web portal with search UI
- →API endpoint for RAG queries
- →Configuration files and deployment scripts
- →PDF user guide
Not included
- ·Ongoing model fine‑tuning after handoff
- ·Cloud hosting or infrastructure fees
- ·Additional user training sessions beyond the initial handoff
About this service
How does the system retrieve answers from my documents?
It creates vector embeddings of your files, searches the most relevant passages, and uses a generation model to craft concise answers.
What do I need to provide to begin the project?
A collection of digital documents (PDF, DOCX, etc.) and any access or classification rules you want applied.
Can the solution be integrated with my existing tools?
We deliver an API and optional web UI that can be connected to most CRM, intranet, or custom applications.
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