memic is an open-source Python SDK for the Memic Context Engineering API, providing tools for context-aware embeddings and semantic search. It is designed for developers building retrieval-augmented generation (RAG) and semantic search solutions.
memic sits in PulseGate's AI & ML category. Enabling developers to integrate context-aware embeddings and semantic search into their applications. It is built as an open-source project for developers building AI-powered search or RAG systems. memic is open source under the MIT license. It runs on the web, the command line, and API, and it can be self-hosted.
memic-ai builds and maintains memic, and the product first shipped in 2026. Development happens publicly on GitHub with 2 commits in the last 90 days. PulseGate's similarity index finds few close equivalents — memic occupies a relatively distinct niche. Key capabilities include context engineering, embeddings, and semantic search. It exposes integrations via a public API.
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