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felipearosr/README.md

Hey! 👋

I'm a results-driven professional exploring Machine Learning and Software Development. Currently diving into generative AI and RAG. Crafting high-precision systems and leading web app projects. Let's connect and discuss further. Check out my work below.

Pinned

  1. RAG-LlamaIndex RAG-LlamaIndex Public

    OpenAI document chatbot using llama-index, pinecone and chainlit. With incremental features, giving you the tools to go from a basic RAG into an advanced one.

    Python 27 4

  2. MAP-K-for-Classification-Vector-Borne-Disease MAP-K-for-Classification-Vector-Borne-Disease Public

    MAP@K evaluation metric to assess the model's performance, highlighting its utility in medical diagnostic scenarios where a ranked list of potential diagnoses is more valuable than a single predict…

    Jupyter Notebook

  3. RAG-Evaluation RAG-Evaluation Public

    Evaluation for llama-index based RAG. Focusing on aspects such as faithfulness, relevancy, and correctness in their responses.

    Python 1

  4. Shortest_Path Shortest_Path Public

    Visualization of pathfinding algorithms such as Dijkstra's, A* and BFS

    Jupyter Notebook

  5. Intent-Agent-LlamaIndex Intent-Agent-LlamaIndex Public

    Intent detection agent that will route irrelevant queries to a cheaper model.

    Jupyter Notebook

  6. boids-python boids-python Public

    Boids problem simulation in python.

    Python