redis-developer/gcp-redis-llm-stack
Reference architecture for LLM-based applications on Google Cloud Platform with Redis Enterprise as a high-performance data layer.
This provides a blueprint for building applications that use advanced AI language models on Google Cloud. It helps you connect your source data, like documents or databases, to Google's powerful AI models, and then stores frequently used AI responses for faster and more cost-effective results. This is for software architects and developers who want to build high-performance AI-powered features like intelligent chatbots or advanced search for their users.
No commits in the last 6 months.
Use this if you are a developer building large language model (LLM) applications on Google Cloud Platform and need a scalable, high-performance data layer.
Not ideal if you are looking for a pre-built application or a low-code solution, as this provides a foundational architecture for developers.
Stars
38
Forks
14
Language
Jupyter Notebook
License
MIT
Category
Last pushed
Apr 15, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/redis-developer/gcp-redis-llm-stack"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
RediSearch/RediSearch
A query and indexing engine for Redis, providing secondary indexing, full-text search, vector...
redis/redis-vl-python
Redis Vector Library (RedisVL) -- the AI-native Python client for Redis.
redis-developer/redis-ai-resources
✨ A curated list of awesome community resources, integrations, and examples of Redis in the AI ecosystem.
redis-developer/redis-product-search
Visual and semantic vector similarity with Redis Stack, FastAPI, PyTorch and Huggingface.
luyug/GradCache
Run Effective Large Batch Contrastive Learning Beyond GPU/TPU Memory Constraint