llamaindexchat
LLM Chatbot w/ Retrieval Augmented Generation using Llamaindex. It demonstrates how to impl. chunking, indexing, and source citation.
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👨💻 LLMs, NLP, Agents, AI Safety, Web3
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Repositories
st-newsapi-connector
Streamlit Data Connector to NewsAPI. Available as a PyPi package.
minerva
Multi-Agent LLM System for Digital Scam Protection
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.
pangolin-guard
Lightweight, Self-Hosted AI Guardrails Model based on ModernBERT.
taxonomy-completion
Taxonomy Completion with Embedding Quantization and an LLM-based Pipeline: A Case Study in Computational Linguistics
ai-engineering
AI Engineering: Annotated NBs to dive into Self-Attention, In-Context Learning, RAG, Knowledge-Graphs, Fine-Tuning, Model Optimization, and many more.
athena
Scientific Research Assistant built with LLMs, Retrieval Augmented Generation, and Semantic Search.
nn-image-classifier
Python from-scratch implementation of a Neural Network Classifier. Dive into the fundamentals of approximation, non-linearity, regularization, gradients, and backpropagation.
github-semantic-search
Semantic Search on Langchain Github Issues with Weaviate
dapp-real-state
Decentralized Digital Marketplace w/ Smart Contracts and ZKPs.
py-bck
Blockchain implementation in Python