tylerhutcherson

openai-cookbook

Examples and guides for using the OpenAI API

chatgpt-retrieval-plugin

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

sentence-transformers

Multilingual Sentence & Image Embeddings with BERT

redis-py

Redis Python client

litellm

Call all LLM APIs using the OpenAI format. Use Bedrock, Azure, OpenAI, Cohere, Anthropic, Ollama, Sagemaker, HuggingFace, Replicate, Groq (100+ LLMs)

embedchain

Memory for AI agents

opengpts

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

langchaingo

LangChain for Go, the easiest way to write LLM-based programs in Go

text-embeddings-inference

A blazing fast inference solution for text embeddings models

linkedin-api

👨‍💼Linkedin API for Python

motorhead

🧠 Motorhead is a memory and information retrieval server for LLMs.

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, GPT-3.5 or GPT-4 to extract the matching answer for the question.

chatgpt-memory

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

cohere-python

Python Library for Accessing the Cohere API

redisvl

Redis Vector Library (RedisVL) enables Redis as a realtime vector database for LLM Applications.

LLM-Document-Chat

Using LlamaIndex, Redis, and OpenAI to chat with PDF documents. Supplementary material for blog post on Microsoft Developer Blog

langchain-retail-chatbot

In this tutorial we build a conversational retail shopping assistant that helps customers find items of interest that are buried in a product catalog.

chirps

Discover sensitive/confidential information stored in a vector database

Redis-Workshops

Learn Redis Enterprise and Redis Stack with simple Google Colab notebooks

gcp-redis-llm-stack

Reference architecture for LLM-based applications on Google Cloud Platform with Redis Enterprise as a high-performance data layer.

azure-openai-redis-deployment

End-to-end deployment of Azure OpenAI applications using Redis Enterprise as a vector database.

vss-ops

Various Vector Similarity Search examples

aws-redis-bedrock-stack

Reference architecture, guides, and examples using Amazon Bedrock and Redis as a knowledge base for RAG.

real-time-embeddings

Real time embeddings with Bytewax, unstructured and redis for retrieval augmented generation

financial-vss

Notebooks demonstrating vector search & RAG design patterns with Redis Python clients.

Memoiz-hackathon

Build your AI Startup Hackathon. Episode 2 31 March - 7 April 2023

HydraPy

Hydra for Python

langchain

⚡ Building applications with LLMs through composability ⚡

redis-project

recipe chat app