Synapse: RAG-Based AI Knowledge Bank
Budget: $250 – $750 USD
Project Title:
Synapse – A Saudi-Hosted, RAG-Based AI Knowledge Bank Management Platform
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Platform Overview:
Synapse is a secure, cloud-native, AI-powered Knowledge Bank Management System built on top of a Retrieval-Augmented Generation (RAG) architecture. It enables organizations to centralize their internal knowledge and provide intelligent, real-time access through natural language.
Unlike conventional systems, Synapse leverages Saudi Arabia-hosted LLMs like DeepSeek, GiminAI, or Falcon to deliver AI capabilities while ensuring data residency, privacy, and regulatory compliance (e.g., NDMO, SDAIA guidelines).
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Core Value Proposition:
Synapse helps teams:
Instantly retrieve answers from internal documents
Auto-generate SOPs, meeting summaries, and training content
Use a live, embeddable AI chat assistant (like Tawk.to)
Visualize and connect knowledge across teams and systems
All content is hosted, processed, and embedded inside the Kingdom of Saudi Arabia, ensuring enterprise and public sector readiness.
---
Built for Saudi Enterprises & Government:
NDMO Compliant (National Data Management Office)
Arabic + English support
Hosted on local infrastructure (STC Cloud, Salam, Aramco Digital)
Zero dependency on OpenAI or US-hosted services
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Key Modules
1. AI Knowledge Bank Core
Upload internal documents (PDF, DOCX, HTML, Notion, Confluence)
Automatic tagging, chunking, and embedding via GiminAI or DeepSeek
Fast Q&A via RAG (retrieval-augmented generation)
Cited answers only (with source links)
Version history and team-level access control
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2. Genie Cards (Instant Knowledge Summons)
Scenario-based queries → actionable, summarized cards
Contains:
Title
Summary
Action Steps
Related Documents
Tags
Export as PDF or insert into SOPs
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3. Embedded AI Chat Assistant (like Tawk.to)
Add a smart, branded chat widget to websites, portals, or intranet
Powered by internal knowledge only (RAG)
Logs unanswered questions
Supports human fallback/escalation
Full Arabic + English support
---
4. AI-Powered Document Generator
Prompt-to-SOP or Prompt-to-Manual generation
Choose structure, tone, department context
Can be auto-reviewed and approved
Stored back in the knowledge base
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5. Smart Meeting Summarizer
Upload voice or transcript from Zoom, Teams, Meet
Extracts:
Summary
Decisions
Action items
Pain points
Can generate Genie Cards automatically
---
6. Visual Knowledge Mapper
Interactive graph connecting:
Documents
Teams
Topics
Projects
Helps explore gaps, redundancies, and cross-team knowledge
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Technical Stack (Saudi-Hosted)
Layer Technology/Provider
LLM DeepSeek, GiminAI, Falcon-180B (private host)
Embedding SentenceTransformers (hosted locally)
Vector DB Qdrant or Weaviate (on STC Cloud / Salam)
Backend FastAPI / Node.js
Frontend React + Tailwind CSS
Storage STC Cloud / Aramco Digital
Authentication Firebase Auth, Auth0, or NDMO-compliant OAuth2
Hosting Inside Saudi Arabia (required)
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Use Cases:
Government ministries (policy knowledge base)
Healthcare providers (NDMO/HIPAA-compliant documentation)
Enterprises (CX playbooks, training materials, IT SOPs)
Contact centers (live support + AI assistant)
---
Deliverables:
Full-stack web platform (frontend + backend)
Admin panel and user management
Embeddable chat widget
AI integrations via local LLMs (GiminAI, DeepSeek, etc.)
Knowledge base UI + visual mapper
Secure KSA-based deployment (Docker, Kubernetes optional)
Synapse – A Saudi-Hosted, RAG-Based AI Knowledge Bank Management Platform
---
Platform Overview:
Synapse is a secure, cloud-native, AI-powered Knowledge Bank Management System built on top of a Retrieval-Augmented Generation (RAG) architecture. It enables organizations to centralize their internal knowledge and provide intelligent, real-time access through natural language.
Unlike conventional systems, Synapse leverages Saudi Arabia-hosted LLMs like DeepSeek, GiminAI, or Falcon to deliver AI capabilities while ensuring data residency, privacy, and regulatory compliance (e.g., NDMO, SDAIA guidelines).
---
Core Value Proposition:
Synapse helps teams:
Instantly retrieve answers from internal documents
Auto-generate SOPs, meeting summaries, and training content
Use a live, embeddable AI chat assistant (like Tawk.to)
Visualize and connect knowledge across teams and systems
All content is hosted, processed, and embedded inside the Kingdom of Saudi Arabia, ensuring enterprise and public sector readiness.
---
Built for Saudi Enterprises & Government:
NDMO Compliant (National Data Management Office)
Arabic + English support
Hosted on local infrastructure (STC Cloud, Salam, Aramco Digital)
Zero dependency on OpenAI or US-hosted services
---
Key Modules
1. AI Knowledge Bank Core
Upload internal documents (PDF, DOCX, HTML, Notion, Confluence)
Automatic tagging, chunking, and embedding via GiminAI or DeepSeek
Fast Q&A via RAG (retrieval-augmented generation)
Cited answers only (with source links)
Version history and team-level access control
---
2. Genie Cards (Instant Knowledge Summons)
Scenario-based queries → actionable, summarized cards
Contains:
Title
Summary
Action Steps
Related Documents
Tags
Export as PDF or insert into SOPs
---
3. Embedded AI Chat Assistant (like Tawk.to)
Add a smart, branded chat widget to websites, portals, or intranet
Powered by internal knowledge only (RAG)
Logs unanswered questions
Supports human fallback/escalation
Full Arabic + English support
---
4. AI-Powered Document Generator
Prompt-to-SOP or Prompt-to-Manual generation
Choose structure, tone, department context
Can be auto-reviewed and approved
Stored back in the knowledge base
---
5. Smart Meeting Summarizer
Upload voice or transcript from Zoom, Teams, Meet
Extracts:
Summary
Decisions
Action items
Pain points
Can generate Genie Cards automatically
---
6. Visual Knowledge Mapper
Interactive graph connecting:
Documents
Teams
Topics
Projects
Helps explore gaps, redundancies, and cross-team knowledge
---
Technical Stack (Saudi-Hosted)
Layer Technology/Provider
LLM DeepSeek, GiminAI, Falcon-180B (private host)
Embedding SentenceTransformers (hosted locally)
Vector DB Qdrant or Weaviate (on STC Cloud / Salam)
Backend FastAPI / Node.js
Frontend React + Tailwind CSS
Storage STC Cloud / Aramco Digital
Authentication Firebase Auth, Auth0, or NDMO-compliant OAuth2
Hosting Inside Saudi Arabia (required)
---
Use Cases:
Government ministries (policy knowledge base)
Healthcare providers (NDMO/HIPAA-compliant documentation)
Enterprises (CX playbooks, training materials, IT SOPs)
Contact centers (live support + AI assistant)
---
Deliverables:
Full-stack web platform (frontend + backend)
Admin panel and user management
Embeddable chat widget
AI integrations via local LLMs (GiminAI, DeepSeek, etc.)
Knowledge base UI + visual mapper
Secure KSA-based deployment (Docker, Kubernetes optional)