Projects in Awesome Lists by dcarpintero

https://github.com/dcarpintero/st-newsapi-connector

Streamlit Data Connector to NewsAPI. Available as a PyPi package.

newsapi python streamlit streamlit-component streamlit-connection

Last synced: 09 Jul 2025

https://github.com/dcarpintero/wikisearch

Multilingual Semantic Search with Reranking on a prepared large vectorized dataset comprising 10 million Wikipedia documents. It supports dense retrieval, keyword search, and hybrid search.

cohere cohere-rerank dense-retrieval embedding-vectors generative-ai large-language-models python reranking semantic-search streamlit weaviate wikipedia

Last synced: 06 Oct 2025

https://github.com/dcarpintero/minerva

Multi-Agent LLM System for Digital Scam Protection

agent-tools agentic-workflow autogen gpt-4o-mini large-language-models llm-agents openai

Last synced: 21 Jun 2025

https://github.com/dcarpintero/llamaindexchat

LLM Chatbot with Retrieval Augmented Generation using Llamaindex

embedding-vectors large-language-models llamaindex python retrieval-augmented-generation streamlit

Last synced: 08 Oct 2025

https://github.com/dcarpintero/ai-engineering

AI Engineering: Annotated NBs to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.

ai-engineering bert chunking embeddings fine-tuning generative-ai huggingface-transformers in-context-learning knowledge-graph langchain large-language-models llama3-1 model-quantization retrieval-augmented-generation self-attention transformer weights-and-biases

Last synced: 02 Mar 2026

https://github.com/dcarpintero/athena

Scientific Research Assistant built with LLMs, Retrieval Augmented Generation, and Semantic Search.

cohere cohere-ai embedding-vectors langchain large-language-models prompt-engineering python retrieval-augmented-generation semantic-search streamlit weaviate

Last synced: 13 Apr 2025

https://github.com/dcarpintero/generative-ai-101

Annotated Notebooks to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.

bert chunking embeddings fine-tuning generative-ai huggingface-transformers in-context-learning knowledge-graph langchain large-language-models llama3-1 model-quantization retrieval-augmented-generation self-attention transformer weights-and-biases

Last synced: 14 Mar 2025

https://github.com/dcarpintero/github-semantic-search

Semantic Search on Langchain Github Issues with Weaviate

bm25 embedding-vectors hybrid-search langchain large-language-models python semantic-search streamlit weaviate

Last synced: 13 Apr 2025

https://github.com/dcarpintero/taxonomy-completion

Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics

alibi anthropic-claude clustering dimensionality-reduction embeddings hdbscan huggingface huggingface-transformers langchain mistral-7b natural-language-processing prompt-engineering pydantic python quantization scalar-quantization sentence-transformers taxonomy-construction topic-modeling umap

Last synced: 01 Feb 2026

https://github.com/dcarpintero/dapp-real-state

Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.

decentralized-application ethereum solidity truffle-framework web3js zero-knowledge-proofs

Last synced: 16 May 2026

https://github.com/dcarpintero/nn-image-classifier

Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.

backpropagation deep-dives deep-learning dropout-layers fashion-mnist gradient-descent image-classification linear-layers multilayer-perceptron python relu-activation

Last synced: 01 Aug 2025

https://github.com/dcarpintero/transformer101

Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

attention-is-all-you-need dot-product-attention dropout-layers encoder-decoder-architecture feedforward-neural-network gelu linear-layers multihead-attention normalization-layers positional-encoding pytorch self-attention softmax transfomer

Last synced: 07 May 2026

https://github.com/dcarpintero/create-cohere-connector

Bootstrap a custom Cohere Connector to enhance Cohere's LLMs with dynamic, up-to-date data.

cohere-ai cohere-connectors generative-ai large-language-models retrieval-augmented-generation

Last synced: 19 Mar 2026

https://github.com/dcarpintero/dapp-flight-insurance

Decentralized Application for Flight Insurance w/ Smart Contracts

decentralized-application ethereum solidity truffle-framework web3js

Last synced: 06 May 2026

https://github.com/dcarpintero/sandworm

Helping Farmers Around the World. Sandworm restores and preserves agricultural ecosystems with AI.

agentic-workflow generative-ai large-language-models react-agent sdg-13 sdg-15

Last synced: 06 Jul 2025

https://github.com/dcarpintero/fastai-deeplearning

Learning notes and projects built for the Deep Learning course by fast.ai

data-augmentation deep-learning fastai resnet-50

Last synced: 14 Mar 2025

https://github.com/dcarpintero/agentic-ai

A comprehensive guide to building and orchestrating AI Agents using six foundational design patterns: Evaluator-Optimizer, Context-Augmentation, Prompt-Chaining, Parallelization, Routing, and Orchestrator-Workers.

agentic-ai agents ai-engineering context-augmentation-pattern design-patterns evaluator-optimizer-pattern llms orchestrator-workers-workflow parallelization-workflow prompt-chaining-workflow routing-workflow