Asad Ghafoor

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AI/ML

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Agentic RAG system that ingests content from the web (scraping and sanitization), builds optimized context layers for retrieval, and supports multi-language translation and structured outputs. Built with Crew AI and Agno AI for agentic workflows and tool use.

System design

WebScraperSanitizeEmbeddingsVector StoreCrew AIAgno AIStructured…

Key features

  • Web content ingestion with scraping and sanitization
  • Optimized context layers for retrieval
  • Multi-language translation and structured outputs
  • Agentic workflows and tool use with Crew AI and Agno AI

Technologies

Crew AIAgno AILangChainPythonFastAPIRAGVector Stores