Bagel master (#7)

* bageldb.py added

* refactor

* import issue

* bagel updated

* Feature/bageldb (#2)

* Changes
- added new funtions
- refactor constructor

* embeddings changed and removed vars

* test updated

* test_add_only_texts

* var refactor and metadatas issue solved

* similarity_search added with other necessary

* test_similarity_search added

* for testing req

* Feature/bageldb (#3)

* Changes
- added new funtions
- refactor constructor

* embeddings changed and removed vars

* test updated

* test_add_only_texts

* var refactor and metadatas issue solved

* similarity_search added with other necessary

* test_similarity_search added

* for testing req

* from_texts added

* from_texts test

* adding more tests

* changes :
- add_texts updated
- delete_cluster created
- similarity_search_by_vector_with_relevance_scores created
-

* similarity_search_by_vector added

* Changes
- added new funtions
- refactor constructor

* embeddings changed and removed vars

* test updated

* test_add_only_texts

* var refactor and metadatas issue solved

* similarity_search added with other necessary

* test_similarity_search added

* from_texts added

* from_texts test

* adding more tests

* changes :
- add_texts updated
- delete_cluster created
- similarity_search_by_vector_with_relevance_scores created
-

* similarity_search_by_vector added

* example removed

* Feature/doc (#4)

* document search

* function need server side support

* get added

* import issue

* moved

* removed requiremnets

* docs added

* poetry files updated (#6)

* lint fix (#5)

* lint fix

* more fix

* fix conflict

* Revert "fix conflict"

This reverts commit aa7d952d7297fbf81b838ae9894e0ca45327a587.

* more changes

* lint solved

* embedding function

* _embedding_function added

* else added

* text_embe renamed

* blank line added

* more lint fix

* more lint fix

* fix black errors

* fix ruff error

* test_dependencies passed

* optional

* import updated

* ruff fixed

---------

Co-authored-by: Towhid1 <[email protected]>

* betabageldb added (#8)

* lock issue solved

---------

Co-authored-by: Towhid1 <[email protected]>

Author: BidhanRoy

libs/langchain/langchain/vectorstores/__init__.py

@@ -27,6 +27,7 @@
 from langchain.vectorstores.atlas import AtlasDB
 from langchain.vectorstores.awadb import AwaDB
 from langchain.vectorstores.azuresearch import AzureSearch
+from langchain.vectorstores.bageldb import Bagel
 from langchain.vectorstores.base import VectorStore
 from langchain.vectorstores.cassandra import Cassandra
 from langchain.vectorstores.chroma import Chroma
@@ -75,6 +76,7 @@
     "AtlasDB",
     "AwaDB",
     "AzureSearch",
+    "Bagel",
     "Cassandra",
     "Chroma",
     "Clickhouse",