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api-bench

API-Bench is a benchmarking PoC suite for comparing the performance of REST and gRPC APIs in a local development environment. This project systematically uses tools like ApacheBench, ghz, and Apache JMeter to measure and analyze various performance metrics such as response time, throughput, and error rates.

apple-pay-poc

Apple Pay Transaction Simulation PoC is a simple educational tool designed to demonstrate and explain the intricacies of the Apple Pay transaction process. This project simulates the tokenization of Primary Account Numbers (PAN) into Device Account Numbers (DAN) and the preparation and authorization of transactions,.

blaze-solana-wallet

Solana Wallet App POC. Fast and easy self custody solution.

claude3-opus-functioncalling

Tutorial on how to use function calling with Anthropic Claude 3 Opus

eth-batchdepositor

Batch deposit tool to launch multiple validators.

ethstaking-grafana-prometheus

ETH Validator Performance Monitoring using Grafana and Prometheus

gpt-4-vision-architecture-scanner

A web-based tool that utilizes GPT-4's vision capabilities to analyze and describe system architecture diagrams, providing instant insights and detailed breakdowns in an interactive chat interface.

groq-rag

RAG Chatbot powered by Groq LPU, Ollama and Langchain

groqy-chat

GROQ LPU Powered LLM chat engine

jax-machinelearning

An interactive tutorial exploring automatic differentiation in machine learning using JAX, demonstrated through a hands-on example with the Iris dataset.

jsonqueryrag

LLM query engine to retrieve augmented responses from json files.

llm-architecture

Visualize some important concepts related to LLM architectures.

llmtoolkit

nvidia-nim-rag

Project demonstrates the power and simplicity of NVIDIA NIM (NVIDIA Inference Model), a suite of optimized cloud-native microservices, by setting up and running a Retrieval-Augmented Generation (RAG) pipeline.

ocr-service

On-chain registry for Ethereum dapps

ofac-sanctions

OFAC Sanctioned ETH Addresses

pinecone-rag

Llama Index Pinecone RAG

portfolio

Micky Multani's GitHub Portfolio

quantizellms

Learn to quantize LLMs on HuggingFace

rabbitmq-task-queue

A hands-on RabbitMQ project demonstrating a distributed task queue system. Explore message queuing, durability, and distributed processing with simple Python scripts. Ideal for learning asynchronous communication and RabbitMQ basics.

rag-chromadb-mistral7b

RAG (Retrievel Augmented Generation) implementation using ChromaDB, Mistral-7B-Instruct-v0.1 and gte-base for embeddings.

rag-mistral7b

RAG (Retrievel Augmented Generation) implementation using the Mistral-7B-Instruct-v0.1

rag-openai

RAG (Retrievel Augmented Generation) implementation using the OpenAI LLM

rag-testing-gemma7b-it

rag-with-cross-encoder-reranker

Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.

sentimentcheck

In browser sentiment analysis using transformers.js

simple-tokenizer

A sample of a few common tokenizers from Hugging Face's transformers

streaming-llm-chat

Interactive chat application leveraging OpenAI's GPT-4 for real-time conversation simulations. Built with Flask, this project showcases streaming LLM responses in a user-friendly web interface.

testinggemma2b

Evaluation of Google's Instruction Tuned Gemma-2B, an open-source Large Language Model (LLM). Aimed at understanding the breadth of the model's knowledge, its reasoning capabilities, and adherence to ethical guardrails, this project presents a systematic assessment across a diverse array of domains.

validator-performance-dashboard

ETH Validator KPI Dashbaord using BeaconCha.in API and Chart.js