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6 Commits

Author SHA1 Message Date
SaschaStoll
709664a079 community[patch]: Performant filter columns option for Hanavector (#21971) 
**Description:** Backwards compatible extension of the initialisation
interface of HanaDB to allow the user to specify
specific_metadata_columns that are used for metadata storage of selected
keys which yields increased filter performance. Any not-mentioned
metadata remains in the general metadata column as part of a JSON
string. Furthermore switched to executemany for batch inserts into
HanaDB.

**Issue:** N/A

**Dependencies:** no new dependencies added

**Twitter handle:** @sapopensource

---------

Co-authored-by: Martin Kolb <martin.kolb@sap.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
 2024-05-22 13:21:21 -07:00
Martin Kolb
0186e4e633 community[patch]: Advanced filtering for HANA Cloud Vector Engine (#20821) 
- **Description:**
This PR adds support for advanced filtering to the integration of HANA
Vector Engine.
The newly supported filtering operators are: $eq, $ne, $gt, $gte, $lt,
$lte, $between, $in, $nin, $like, $and, $or

  - **Issue:** N/A
  - **Dependencies:** no new dependencies added

Added integration tests to:
`libs/community/tests/integration_tests/vectorstores/test_hanavector.py`

Description of the new capabilities in notebook:
`docs/docs/integrations/vectorstores/hanavector.ipynb`
 2024-04-24 13:47:27 -07:00
Martin Kolb
e5bdb26f76 community[patch]: More flexible handling for entity names in vector store "HANA Cloud" (#19523) 
- **Description:** Added support for lower-case and mixed-case names
The names for tables and columns previouly had to be UPPER_CASE.
With this enhancement, also lower_case and MixedCase are supported,


  - **Issue:** N/A
  - **Dependencies:** no new dependecies added
  - **Twitter handle:** @sapopensource
 2024-03-25 15:52:45 -07:00
ccurme
82de8fd6c9 add kwargs (#19519) 
`HanaDB.add_texts` is missing **kwargs.
 2024-03-25 11:56:01 -04:00
Harrison Chase
4eda647fdd infra: add -p to mkdir in lint steps (#17013) 
Previously, if this did not find a mypy cache then it wouldnt run

this makes it always run

adding mypy ignore comments with existing uncaught issues to unblock other prs

---------

Co-authored-by: Erick Friis <erick@langchain.dev>
Co-authored-by: Bagatur <22008038+baskaryan@users.noreply.github.com>
 2024-02-05 11:22:06 -08:00
Martin Kolb
04651f0248 community[minor]: VectorStore integration for SAP HANA Cloud Vector Engine (#16514) 
- **Description:**
This PR adds a VectorStore integration for SAP HANA Cloud Vector Engine,
which is an upcoming feature in the SAP HANA Cloud database
(https://blogs.sap.com/2023/11/02/sap-hana-clouds-vector-engine-announcement/).

  - **Issue:** N/A
- **Dependencies:** [SAP HANA Python
Client](https://pypi.org/project/hdbcli/)
  - **Twitter handle:** @sapopensource

Implementation of the integration:
`libs/community/langchain_community/vectorstores/hanavector.py`

Unit tests:
`libs/community/tests/unit_tests/vectorstores/test_hanavector.py`

Integration tests:
`libs/community/tests/integration_tests/vectorstores/test_hanavector.py`

Example notebook:
`docs/docs/integrations/vectorstores/hanavector.ipynb`

Access credentials for execution of the integration tests can be
provided to the maintainers.

---------

Co-authored-by: sascha <sascha.stoll@sap.com>
Co-authored-by: Bagatur <baskaryan@gmail.com>
 2024-01-24 14:05:07 -08:00