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Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

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colesmcintosh/README.md

🔥 Most Recent Projects

  • langchain-salesforce - Salesforce integration for LangChain, enabling seamless CRM data access
  • chain-of-thought-reranking - Optimizing LLM responses through CoT extraction and reranking
  • aws-knowledge-base-rag - Implementation of AWS Bedrock Knowledge Base with RetrieveAndGenerate API
  • Contributing to langchain - A framework for building LLM applications
  • Contributing to smolagents - A lightweight library for Python-based AI agents
  • Contributing to unsloth - Optimization toolkit for LLM fine-tuning

🔭 Current Focus

  • Building and optimizing Large Language Model applications
  • Developing RAG (Retrieval-Augmented Generation) systems
  • Working on AWS-based knowledge solutions
  • Contributing to open-source AI/ML projects

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  1. chain-of-thought-reranking chain-of-thought-reranking Public

    an approach to optimizing large language model (LLM) responses by extracting, reranking, and refining their internal chain-of-thought (CoT). By focusing on the most coherent and relevant parts of t…

    Jupyter Notebook 3

  2. aws-knowledge-base-rag aws-knowledge-base-rag Public

    How to query an AWS Bedrock Knowledge Base using the `RetrieveAndGenerate` API.

    Jupyter Notebook

  3. smolagents smolagents Public

    Forked from huggingface/smolagents

    🤗 smolagents: a barebones library for agents. Agents write python code to call tools and orchestrate other agents.

    Python

  4. unsloth unsloth Public

    Forked from unslothai/unsloth

    Finetune Llama 3.3, DeepSeek-R1 & Reasoning LLMs 2x faster with 70% less memory

    Python