nomic-ai/semantic-search-app-template
Tutorial and template for a semantic search app powered by the Atlas Embedding Database, Langchain, OpenAI and FastAPI
Provides a full-stack template combining Atlas's visual embedding debugger with FastAPI backend and optional OpenAI/Langchain integrations for production-ready semantic search. The workflow guides users through data ingestion, embedding generation via external APIs, and vector similarity search exposed through REST endpoints with built-in API documentation. Containerized with Docker Compose for straightforward deployment while leveraging Atlas's managed embedding database rather than requiring self-hosted vector storage.
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115
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Language
Python
License
MIT
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Last pushed
Sep 12, 2023
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