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redis-ai-resources
✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
https://github.com/redis-developer/redis-ai-resources
Last synced: 1 day ago
JSON representation
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Docs
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Recommendation Systems
- Redis Vector Library Docs
- Redis-py Search Docs - Redis-py client library docs for RediSearch.
- Redis-py General Docs - Redis-py client library documentation.
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Recommendation systems
- Redis Stack - Redis Stack documentation.
- Redis Vector Library Docs
- Redis Vector Database QuickStart
- Redis Vector Similarity Docs - Official Redis literature for Vector Similarity Search.
- Redis Vector Library Docs
- Redis Vector Database QuickStart
- Redis Vector Similarity Docs - Official Redis literature for Vector Similarity Search.
- Redis-py Search Docs - Redis-py client library docs for RediSearch.
- Redis-py General Docs - Redis-py client library documentation.
- Redis Stack - Redis Stack documentation.
- Redis Clients - Redis client list.
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Demos
- Redis RAG Workbench - based chatbot over a user-uploaded PDF. Toggle different settings and configurations to improve chatbot performance and quality. Utilizes RedisVL, LangChain, RAGAs, and more. |
- ArxivChatGuru
- Redis VSS - Simple Streamlit Demo
- ArXiv Search
- ArxivChatGuru
- Redis VSS - Simple Streamlit Demo
- ArXiv Search
- Product Search
- Product Search
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Recipes
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Tutorials
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Recommendation Systems
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Recommendation systems
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Integrations
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Recommendation Systems
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Recommendation systems
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Content
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Recommendation Systems
- Vector Similarity Search: From Basics to Production - Introductory blog post to VSS and Redis as a VectorDB.
- Storing and querying for embeddings with Redis
- RedisDays Trading Signals - Video "Using AI to Reveal Trading Signals Buried in Corporate Filings".
- Improving RAG quality with RAGAs
- Vector Databases and AI-powered Search Talk - Video "Vector Databases and AI-powered Search" given by Sam Partee at SDSC 2023.
- Real-Time Product Recommendations - Content-based recsys design with Redis and DocArray.
- LabLab AI Redis Tech Page
- Level-up RAG with RedisVL
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Recommendation systems
- Building Intelligent Apps with Redis Vector Similarity Search
- Vector Similarity Search: From Basics to Production - Introductory blog post to VSS and Redis as a VectorDB.
- NVIDIA Recsys with Redis
- Improving RAG quality with RAGAs
- Vector Databases and Large Language Models - Talk given at LLMs in Production Part 1 by Sam Partee.
- Real-Time Product Recommendations - Content-based recsys design with Redis and DocArray.
- Storing and querying for embeddings with Redis
- Building Intelligent Apps with Redis Vector Similarity Search
- Level-up RAG with RedisVL
- Vector Databases and Large Language Models - Talk given at LLMs in Production Part 1 by Sam Partee.
- NVIDIA Recsys with Redis
- LabLab AI Redis Tech Page
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Benchmarks
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Recommendation Systems
- Benchmarking results for vector databases - Benchmarking results for vector databases, including Redis and 7 other Vector Database players.
- ANN Benchmarks - Standard ANN Benchmarks site. *Only using single Redis OSS instance/client.*
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Recommendation systems
- Benchmarking results for vector databases - Benchmarking results for vector databases, including Redis and 7 other Vector Database players.
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Programming Languages
Sub Categories
Keywords
redis
10
vector-search
10
vector-database
8
machine-learning
6
openai
6
arxiv
4
python
4
react
4
rag
4
retrieval-augmented-generation
4
huggingface
2
document-search
2
document-retrieval
2
cohere
2
arxiv-papers
2
streamlit
2
retrieval
2
question-answering
2
langchain
2
single-page-application
2
redissearch
2
redis-stack
2
fastapi
2
docker
2
semantic-cache
2
llmcache
2
llm
2
large-language-models
2
embedding
2
testcontainers
2
llama-index
2
genai-chatbot
2
amazon-titan
2
amazon-bedrock
2
ai21labs
2
agents
2
nlp
2
ai
2