A LLM semantic caching system aiming to enhance user experience by reducing response time via cached query-result pairs.
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Dec 23, 2024 - Python
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semantic-cache
Here are 9 public repositories matching this topic...
Redis Vector Library (RedisVL) interfaces with Redis' vector database for realtime semantic search, RAG, and recommendation systems.
python redis openai embedding vector-search vector-database large-language-models llm semantic-cache retrieval-augmented-generation llmcache
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Dec 19, 2024 - Python
This is a RAG based chatbot in which semantic cache and guardrails have been incorporated.
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Nov 11, 2024 - HTML
Enhance LLM retrieval performance with Azure Cosmos DB Semantic Cache. Learn how to integrate and optimize caching strategies in real-world web applications.
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Mar 22, 2024 - Python
Redis Vector Similarity Search, Semantic Caching, Recommendation Systems and RAG
redis vector vector-search llm semantic-cache redis-vector-search retrieval-augmented-generation dalle-3
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Apr 3, 2024 - Python
A ChatBot using Redis Vector Similarity Search, which can recommend blogs based on user prompt
python redis chatbot vector-search vector-database sentence-transformers huggingface-transformers large-language-models llm generative-ai semantic-cache redis-vector-search llmcache
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Sep 30, 2023 - Python
RAG Application with Optimizations on HNSW Index, Quantization, Hybrid Search and Semantic Caching
quantization hnsw huggingface hybrid-search large-language-models splade qdrant-vector-database semantic-cache retrieval-augmented-generation
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Nov 6, 2024 - Python
Redis Database offers unique capability to keep your data fresh while serving through LLM chatbot
redis openai text-to-sql vector-search vector-database langchain semantic-cache langchain-python langsmith redisvl
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Jul 16, 2024 - Python
Semantic cache for your LLM apps in Go!
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May 17, 2024 - Go
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