familiar if you have ever investigated Approximate Nearest Neighbors search.
USearch and FAISS both employ HNSW algorithm, but they differ significantly
in their design principles. USearch is compact and broadly compatible with FAISS without
sacrificing performance, with a primary focus on user-defined metrics and fewer dependencies.Installation and Setup‚ÄãWe need to install usearch python package.pip install usearchVector Store‚ÄãSee a usage example.from langchain.vectorstores import USearchPreviousUpstash RedisNextVearchVector StoreCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright ¬© 2023 LangChain, Inc.
USearch is a Smaller & Faster Single-File Vector Search Engine.
USearch is a Smaller & Faster Single-File Vector Search Engine. ->: familiar if you have ever investigated Approximate Nearest Neighbors search.
USearch and FAISS both employ HNSW algorithm, but they differ significantly
in their design principles. USearch is compact and broadly compatible with FAISS without
sacrificing performance, with a primary focus on user-defined metrics and fewer dependencies.Installation and Setup‚ÄãWe need to install usearch python package.pip install usearchVector Store‚ÄãSee a usage example.from langchain.vectorstores import USearchPreviousUpstash RedisNextVearchVector StoreCommunityDiscordTwitterGitHubPythonJS/TSMoreHomepageBlogCopyright ¬© 2023 LangChain, Inc.