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airflow-tutorial

Apache Airflow tutorial

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

azure-open-ai-embeddings-qna

A simple web application for a OpenAI-enabled document search. This repo uses Azure OpenAI Service for creating embeddings vectors from documents. For answering the question of a user, it retrieves the most relevant document and then uses GPT-3 to extract the matching answer for the question.

azure-openai-elastic-vector-langchain

Azure Open AI 🌊1. Vector storage and 🦙 llamaindex 🔎2. Azure Search ChatGpt demo setup 3. Microsoft ♾️Semantic-Kernel with 🌌 Cosmos DB

chat-your-data

chatgpt-memory

Allows to scale the ChatGPT API to multiple simultaneous sessions with infinite contextual and adaptive memory powered by GPT and Redis datastore.

chatgpt-retrieval-plugin

The ChatGPT Retrieval Plugin lets you easily search and find personal or work documents by asking questions in everyday language.

daft

Distributed DataFrame for Python designed for the cloud, powered by Rust

dalai

The simplest way to run LLaMA on your local machine

dapr_python_redis

This repo uses python flask based REST-API microservices, redis and dapr runtime to enable publish-subscribe pattern. I have included docker-compose in it to run it as full fledged app in the system including all components. Kubernetes deployment is also included with sample yml files

data-analytics-minio-spark

docker-hadoop-spark

Multi-container environment with Hadoop, Spark and Hive

docker-hive

docker-mlflow-server

a docker image of the MLflow server component

docker-stacks

Ready-to-run Docker images containing Jupyter applications

examples

falcon-7b-truss

guestacc

GuesStay - IIITD Guest Room Allocation (Android Application)

huggingfastapi

🤗 Huggingface + ⚡ FastAPI = ❤️ Awesomeness

kafka-spark-streaming-zeppelin-docker

One click deploy docker-compose with Kafka, Spark Streaming, Zeppelin UI and Monitoring (Grafana + Kafka Manager)

kor

LLM(😽)

langchain

⚡ Building applications with LLMs through composability ⚡

langchain-tutorials

Overview and tutorial of the LangChain Library

llama

Inference code for LLaMA models

llama-2-open-source-llm-cpu-inference

Running Llama 2 and other Open-Source LLMs on CPU Inference Locally for Document Q&A

llama-recipes

Examples and recipes for Llama 2 model

llama_index

LlamaIndex (GPT Index) is a data framework for your LLM applications

llm-document-chat

Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post (link to come)

llmchat

A full-stack Webui implementation of Large Language model, such as ChatGPT or LLaMA.

medrep

A project in Information Retrieval which involves mapping Symptoms and Diseases from data obtained from Wikidata, Wikipedia and Disease Ontology to form a Knowledge Graph in Neo4j and then using it for predicting disease from symptoms (Using Cosine Similarity and TF-IDF)