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@@ -52,22 +52,9 @@ At **Navid**, we build Arabic-first and multilingual GenAI solutions across doma
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  - **Agentic workflows** — LangGraph/LangChain multi-agent apps with memory/tools
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  - **Deployment** — on-prem, VPC, or managed GPU with full observability
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- 🚀 **Highlight:** *Yehia* — one of the top models for its size trained by Navid.
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- ## Building Agents
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- - **Planner–Worker patterns** for complex tasks
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- - **Structured tool-use** with safety constraints
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- - **Grounded reasoning** with hallucination grading
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- - **Replayable traces & guardrails** for compliance
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- Use cases: knowledge copilots, policy Q&A, analytics, code assistants, and enterprise automation.
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- ## Open Source
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  We contribute to the Arabic AI ecosystem with:
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- - **First Arabic RAG Leaderboard** — open-sourced for the community
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- - **Arabic/Multilingual Reranker Benchmarks**
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- - **Evaluation recipes** for faithfulness, recall, precision, and similarity
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- - **Data loaders/cleaners** for Arabic PDFs & OCR
 
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  - **Agentic workflows** — LangGraph/LangChain multi-agent apps with memory/tools
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  - **Deployment** — on-prem, VPC, or managed GPU with full observability
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+ ## Highlights
 
 
 
 
 
 
 
 
 
 
 
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  We contribute to the Arabic AI ecosystem with:
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+ - **No.1 Arabic model** - one of the top models for its size trained by Navid.
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+ - **First Arabic RAG Leaderboard** — open-sourced for the community