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1. ibm-agentic-ai-labs ibm-agentic-ai-labs Public

   Seven agentic AI projects — LangChain SQL agent, LangGraph routing, CrewAI & AG2 multi-agent apps, the full BeeAI progression, and Model Context Protocol client/server + security stack — each with …

   Python

2. ibm-multimodal-agentic-mcp-labs ibm-multimodal-agentic-mcp-labs Public

   LLM data-structuring pipeline with Pydantic validation and JSON auto-repair, plus a complete Model Context Protocol (MCP) stack — FastMCP server, protocol-level client with roots/sampling, and a Gr…

   Python

3. ibm-rag-retrieval-labs ibm-rag-retrieval-labs Public

   Six RAG, retrieval & multimodal AI projects: FAISS semantic search, LangChain + LlamaIndex advanced retrievers (10 architectures), a YouTube RAG bot, and two vision-LLM apps (multimodal RAG fashion…

   Python

4. AI-Capstone-Agricultural-Land-Classification AI-Capstone-Agricultural-Land-Classification Public

   Satellite land classification (agricultural vs. non-agricultural) using CNNs and CNN-Vision Transformer hybrids in Keras and PyTorch, with cross-framework evaluation

   Jupyter Notebook

5. Coastal-Water-Quality-Prediction-via-Multi-Output-Machine-Learning Coastal-Water-Quality-Prediction-via-Multi-Output-Machine-Learning Public

   ML pipeline predicting dissolved inorganic nitrogen (DIN) in coastal waters — feature engineering on environmental drivers, ensemble models reaching R² > 0.96. Bridges my marine biogeochemistry res…

   Python

6. Babel-Fish-AI-Voice-Translator Babel-Fish-AI-Voice-Translator Public

   Voice translation app: IBM Watson Speech-to-Text and Text-to-Speech with an LLM translation layer, served via Flask.

   HTML