bhairavmehta95

llama_index

LlamaIndex is a data framework for your LLM applications

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

next-auth

Authentication for the Web.

sst

Build modern full-stack applications on AWS

dspy

DSPy: The framework for programming—not prompting—foundation models

ml-engineering

Machine Learning Engineering Open Book

embedchain

Personalizing LLM Responses

insanely-fast-whisper

surya

OCR, layout analysis, and line detection in 90+ languages

formbricks

Open Source Survey Platform

GPU-Puzzles

Solve puzzles. Learn CUDA.

ragas

Evaluation framework for your Retrieval Augmented Generation (RAG) pipelines

md2googleslides

Generate Google Slides from markdown

Otter

🦦 Otter, a multi-modal model based on OpenFlamingo (open-sourced version of DeepMind's Flamingo), trained on MIMIC-IT and showcasing improved instruction-following and in-context learning ability.

guardrails

Adding guardrails to large language models.

GooglePhotosTakeoutHelper

Script that organizes the Google Takeout archive into one big chronological folder

presidio

Context aware, pluggable and customizable data protection and de-identification SDK for text and images

Tensor-Puzzles

Solve puzzles. Improve your pytorch.

aws-lambda-web-adapter

Run web applications on AWS Lambda

sse-starlette

ssm-book

Interactive textbook on state-space models

serverless-pdf-chat

LLM-powered document chat using Amazon Bedrock and AWS Serverless

demo-notes-app

Source for the demo notes app in the SST Guide

ttts

Train the next generation of TTS systems.

llm-talk

Talk to GPT-4 and create a story together.

functions

MLRun template functions and examples

lambda-openai-stream

Stream OpenAI responses with AWS Lambda Function URL response streaming. UPDATE: Now officially supported by OpenAI https://github.com/openai/openai-node

bitsandbytes

8-bit CUDA functions for PyTorch

aws-cdk-ecs-api

AWS FastAPI deployment on top of ALB and ECS with Docker containers implementing ECS as the orchestration tool for an AWS-managed infrastructure. IaC with CDK.

aws-cdk-fastapi-lambda

Template for a FastAPI server deployed on top of AWS Lambda with IaC done in CDK-Python.