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1. ai_knowledge_base ai_knowledge_base Public

   End-to-end RAG (Retrieval-Augmented Generation) project to build a factual Q&A AI over a private knowledge base. This project showcases a full MLOps lifecycle, from a data indexing pipeline (LangCh…

   Python

2. character_llm_factory character_llm_factory Public

   A factory for creating AI personalities. This project demonstrates the end-to-end process of fine-tuning a language model (DistilGPT2) to adopt a specific character persona using the Hugging Face e…

   Python

3. planning_pattern_agent planning_pattern_agent Public

   Implementation of a planning agent using LangGraph's state machines. The agent dynamically creates task lists and executes them sequentially, demonstrating a robust pattern for AI task decomposition.

   Python

4. reflection_pattern_agent reflection_pattern_agent Public

   An implementation of the self-correction and reflection pattern using LangGraph. The agent generates a response, critiques it for errors or omissions, and then re-generates a refined answer.

   Python

5. tool_pattern_agent tool_pattern_agent Public

   Implementation of a tool-using agent in Python with LangChain. The agent is designed to dynamically select and use tools, such as API wrappers, to answer complex questions that require external data.

   Python

6. multi_agent_pattern_agent multi_agent_pattern_agent Public

   Implementation of the Multi-Agent Collaboration pattern with CrewAI & LangChain. Features specialized agents (Researcher, Writer) orchestrated to automate complex information analysis tasks.

   Python