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Agentic GraphRAGDocumentation API reference Changelog

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API reference

This is documentation for Agentic GraphRAG 0.0.4, which is no longer actively maintained.

For up-to-date documentation, see the latest version (0.0.5 (stable)).

agrag.embedding
fastembed_bm25
DEFAULT_BM25_MODEL

Version: 0.0.4

`agrag.embedding.fastembed_bm25.DEFAULT_BM25_MODEL`

DEFAULT_BM25_MODEL = 'Qdrant/bm25'

FastEmbedBM25Embedder

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Agentic GraphRAG is open source under the Apache-2.0 license. Copyright © 2026 the Agentic GraphRAG contributors.