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  1. AIAgents AIAgents Public

    Enterprise RAG chatbot on AWS Bedrock + S3 knowledge base with CloudFormation IaC

    Python

  2. llm-vectordb llm-vectordb Public

    RAG ingestion pipeline — PDF chunking, OpenAI embeddings, and vector search

    Python

  3. mcp-agent mcp-agent Public

    Production MCP agent — Gemini LLM + real-time tools (weather, news, markets)

    Python