6 Commits (9c88037dbc6cfc99c1be8263ec7a0a196da47724)

Author	SHA1	Message	Date
ChengZi	a03141ac51	partners[milvus]: fix integration test issues (#26136) ... fix some integration test issues: https://github.com/langchain-ai/langchain/actions/runs/10688447230/job/29628412258 Signed-off-by: ChengZi <chen.zhang@zilliz.com> Co-authored-by: Erick Friis <erick@langchain.dev>	2 weeks ago
Ohad Eytan	b5d670498f	partners/milvus: allow creating a vectorstore with sparse embeddings (#25284) ... # Description Milvus (and `pymilvus`) recently added the option to use [sparse vectors](https://milvus.io/docs/sparse_vector.md#Sparse-Vector) with appropriate search methods (e.g., `SPARSE_INVERTED_INDEX`) and embeddings (e.g., `BM25`, `SPLADE`). This PR allow creating a vector store using langchain's `Milvus` class, setting the matching vector field type to `DataType.SPARSE_FLOAT_VECTOR` and the default index type to `SPARSE_INVERTED_INDEX`. It is only extending functionality, and backward compatible. ## Note I also interested in extending the Milvus class further to support multi vector search (aka hybrid search). Will be happy to discuss that. See [here](https://github.com/langchain-ai/langchain/discussions/19955), [here](https://github.com/langchain-ai/langchain/pull/20375), and [here](https://github.com/langchain-ai/langchain/discussions/22886) similar needs. --------- Co-authored-by: Erick Friis <erick@langchain.dev>	4 weeks ago
Rohit Gupta	aff50a1e6f	milvus: add array data type for collection create (#23219) ... Add array data type for milvus vector store collection create Thank you for contributing to LangChain! - [x] **PR title**: "package: description" - Where "package" is whichever of langchain, community, core, experimental, etc. is being modified. Use "docs: ..." for purely docs changes, "templates: ..." for template changes, "infra: ..." for CI changes. - Example: "community: add foobar LLM" - [x] **PR message**: ***Delete this entire checklist*** and replace with - **Description:** a description of the change - **Issue:** the issue # it fixes, if applicable - **Dependencies:** any dependencies required for this change - **Twitter handle:** if your PR gets announced, and you'd like a mention, we'll gladly shout you out! - [x] **Add tests and docs**: If you're adding a new integration, please include 1. a test for the integration, preferably unit tests that do not rely on network access, 2. an example notebook showing its use. It lives in `docs/docs/integrations` directory. - [x] **Lint and test**: Run `make format`, `make lint` and `make test` from the root of the package(s) you've modified. See contribution guidelines for more: https://python.langchain.com/docs/contributing/ Additional guidelines: - Make sure optional dependencies are imported within a function. - Please do not add dependencies to pyproject.toml files (even optional ones) unless they are required for unit tests. - Most PRs should not touch more than one package. - Changes should be backwards compatible. - If you are adding something to community, do not re-import it in langchain. If no one reviews your PR within a few days, please @-mention one of baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17. --------- Signed-off-by: ChengZi <chen.zhang@zilliz.com> Co-authored-by: Rohit Gupta <rohit.gupta2@walmart.com> Co-authored-by: ChengZi <chen.zhang@zilliz.com> Co-authored-by: Erick Friis <erick@langchain.dev>	4 weeks ago
Stuart Marsh	16bd0697dc	milvus: fixed bug when using partition key and dynamic fields together (#25028) ... **Description:** This PR fixes a bug where if `enable_dynamic_field` and `partition_key_field` are enabled at the same time, a pymilvus error occurs. Milvus requires the partition key field to be a full schema defined field, and not a dynamic one, so it will throw the error "the specified partition key field {field} not exist" when creating the collection. When `enabled_dynamic_field` is set to `True`, all schema field creation based on `metadatas` is skipped. This code now checks if `partition_key_field` is set, and creates the field. Integration test added. **Twitter handle:** StuartMarshUK --------- Co-authored-by: Stuart Marsh <stuart.marsh@qumata.com> Co-authored-by: Erick Friis <erick@langchain.dev>	2 months ago
ChengZi	29a3b3a711	partners[milvus]: add dynamic field (#24544) ... add dynamic field feature to langchain_milvus more unittest, more robustic plan to deprecate the `metadata_field` in the future, because it's function is the same as `enable_dynamic_field`, but the latter one is a more advanced concept in milvus Signed-off-by: ChengZi <chen.zhang@zilliz.com> Co-authored-by: Erick Friis <erick@langchain.dev>	2 months ago
ChengZi	404d92ded0	milvus: New langchain_milvus package and new milvus features (#21077) ... New features: - New langchain_milvus package in partner - Milvus collection hybrid search retriever - Zilliz cloud pipeline retriever - Milvus Local guid - Rag-milvus template --------- Signed-off-by: ChengZi <chen.zhang@zilliz.com> Signed-off-by: Jael Gu <mengjia.gu@zilliz.com> Co-authored-by: Jael Gu <mengjia.gu@zilliz.com> Co-authored-by: Jackson <jacksonxie612@gmail.com> Co-authored-by: Erick Friis <erick@langchain.dev> Co-authored-by: Erick Friis <erickfriis@gmail.com>	4 months ago