Micky Multani's repositories
RAG-Mistral7b
RAG (Retrievel Augmented Generation) implementation using the Mistral-7B-Instruct-v0.1
RAG-ChromaDB-Mistral7B
RAG (Retrievel Augmented Generation) implementation using ChromaDB, Mistral-7B-Instruct-v0.1 and gte-base for embeddings.
RAG-with-Cross-Encoder-Reranker
Testing speed and accuracy of RAG with, and without Cross Encoder Reranker.
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.
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.
jsonQueryRAG
LLM query engine to retrieve augmented responses from json files.
Groqy-Chat
GROQ LPU Powered LLM chat engine
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.
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,.
LLM-Architecture
Visualize some important concepts related to LLM architectures.
OFAC-Sanctions
OFAC Sanctioned ETH Addresses
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.
blaze-solana-wallet
Solana Wallet App POC. Fast and easy self custody solution.
ETH-BatchDepositor
Batch deposit tool to launch multiple validators.
JAX-Machinelearning
An interactive tutorial exploring automatic differentiation in machine learning using JAX, demonstrated through a hands-on example with the Iris dataset.
RAG-OpenAI
RAG (Retrievel Augmented Generation) implementation using the OpenAI LLM
SentimentCheck
In browser sentiment analysis using transformers.js
Simple-Tokenizer
A sample of a few common tokenizers from Hugging Face's transformers
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.
ZeroKnowledgeProofs
Interactive simulation of Zero-Knowledge Proofs using elliptic curve cryptography in Python, demonstrating secure credit score verification for lending processes.
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.
Claude3-Opus-FunctionCalling
Tutorial on how to use function calling with Anthropic Claude 3 Opus
ethStaking-grafana-prometheus
ETH Validator Performance Monitoring using Grafana and Prometheus
OCR-Service
On-chain registry for Ethereum dapps
QuantizeLLMs
Learn to quantize LLMs on HuggingFace
validator-performance-dashboard
ETH Validator KPI Dashbaord using BeaconCha.in API and Chart.js