Redis Applied AI

All

16 repositories

redis-model-store
Public
AI/ML model versioning and storage engine backed by Redis.
redis machine-learning ai mlops
Python
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MIT License
•0•3•0•0•Updated Jan 22, 2025Jan 22, 2025
retrieval-optimizer
Public
Jupyter Notebook
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MIT License
•1•2•0•1•Updated Dec 5, 2024Dec 5, 2024
langchain
Public
⚡ Building applications with LLMs through composability ⚡
Python
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MIT License
•16k•4•0•1•Updated Mar 4, 2024Mar 4, 2024
embedchain
Public
The Open Source RAG framework
Python
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Apache License 2.0
•2.2k•0•0•0•Updated Mar 3, 2024Mar 3, 2024
redis-vector-php
Public
Redis Vector Library (RedisVL) enables Redis as a real-time database for LLM applications, based on Predis PHP client
PHP
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MIT License
•0•10•3•0•Updated Feb 29, 2024Feb 29, 2024
aws-redis-bedrock-stack
Public
Reference architecture, guides, and examples using Amazon Bedrock and Redis as a knowledge base for RAG.
redis aws bedrock vector-database llms generative-ai
5•14•0•0•Updated Oct 21, 2023Oct 21, 2023
VectorDBBench
Public
A Benchmark Tool for VectorDB
Python
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MIT License
•170•0•0•0•Updated Oct 20, 2023Oct 20, 2023
azure-openai-redis-deployment
Public
End-to-end deployment of Azure OpenAI applications using Redis Enterprise as a vector database.
redis azure terraform openai vector-database llm
HCL
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MIT License
•3•16•0•0•Updated Sep 18, 2023Sep 18, 2023
RedisVentures.github.io
Public
Hackathon sponsored by Redis, MLOps Community, and Saturn Cloud.
redis hackathon arxiv vector-search saturn-cloud mlops-community
HTML
•0•3•1•0•Updated Jul 26, 2023Jul 26, 2023
redis-vss-getting-started
Public
Jupyter Notebook
•6•8•0•0•Updated Jul 21, 2023Jul 21, 2023
llama_index
Public
LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
Python
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MIT License
•5.5k•0•0•0•Updated May 12, 2023May 12, 2023
chatgpt-retrieval-plugin
Public
ChatGPT Retrieval Plugin App
Python
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MIT License
•3.7k•0•0•0•Updated May 9, 2023May 9, 2023
redis-feast-gcp
Public
A demo of Redis Enterprise as the Online Feature Store deployed on GCP with Feast and NVIDIA Triton Inference Server.
redis machine-learning nvidia feature-store feast triton-inference-server vertex-ai bigquery gcp google-cloud
Jupyter Notebook
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MIT License
•2•15•7•1•Updated May 9, 2023May 9, 2023
loan-prediction-microservice
Public
An example of using Redis + RedisAI for a microservice that predicts consumer loan probabilities using Redis as a feature and model store and RedisAI as an inference server.
redis xgboost inference-server onnx feature-store fastapi loan-prediction redisai onnxruntime
Jupyter Notebook
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MIT License
•0•7•0•0•Updated Jan 13, 2023Jan 13, 2023
simple-vecsim-intro
Public
Simple containerized application for spinning up, using, and exploring Redis Vector Similarity capabilities.
docker redis jupyter arxiv vector-search
Jupyter Notebook
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BSD 3-Clause "New" or "Revised" License
•2•22•0•0•Updated Dec 7, 2022Dec 7, 2022
redis-feast-ray
Public archive
A demo pipeline of using Redis as an online feature store with Feast for orchestration and Ray for training and model serving
redis xgboost classification ray distributed-training feature-store feast loan-prediction
Python
•0•10•1•0•Updated Oct 31, 2022Oct 31, 2022