LlamaIndex Retrievers Integration: MongoDBAtlasBM25Retriever
What is this?
This is a BM25 Retriever for MongoDB Atlas that can be used with LlamaIndex.
How to use
This was created with reference to MongoDBAtlasVectorSearch, so it's mostly the same.
Please refer to that.
However, while MongoDBAtlasVectorSearch is an VectorStore, MongoDBAtlasBM25Retriever is a Retriever.
MongoDBAtlasBM25Retriever Example:
mongodb_client = pymongo.MongoClient(mongo_uri)
retriever = MongoDBAtlasBM25Retriever(
mongodb_client=mongodb_client,
db_name="vectorstore",
collection_name="vector_collection",
index_name="index_vector_collection",
)
nodes = retriever.retrieve("retrieve_query")
1 maintainer
Metadata
1 maintainer
Release files for llama-index-retrievers-mongodb-atlas-bm25-retriever 0.6.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0.tar.gz | 4.5 kB | Without provenance | Details for llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0-py3-none-any.whl | Python 3 | none | any | Details for llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0-py3-none-any.whl |
Total release size: 8.9 kB
Release files / llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0.tar.gz
| Download URL | llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0.tar.gz |
|---|---|
| Size | 4.5 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
|
Release files / llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0-py3-none-any.whl
| Download URL | llama_index_retrievers_mongodb_atlas_bm25_retriever-0.6.0-py3-none-any.whl |
|---|---|
| Size | 4.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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No |
| Uploaded via |
uv/0.12.7 {"installer":{"name":"uv","version":"0.12.7","subcommand":["publish"]},"python":null,"implementation":{"name":null,"version":null},"distro":{"name":"Ubuntu","version":"24.04","id":"noble","libc":null},"system":{"name":null,"release":null},"cpu":null,"openssl_version":null,"setuptools_version":null,"rustc_version":null,"ci":true}
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Security for llama-index-retrievers-mongodb-atlas-bm25-retriever 0.6.0
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