Adding Marqo to vectorstore ecosystem (#7068)

This PR brings in a vectorstore interface for
[Marqo](https://www.marqo.ai/).

The Marqo vectorstore exposes some of Marqo's functionality in addition
the the VectorStore base class. The Marqo vectorstore also makes the
embedding parameter optional because inference for embeddings is an
inherent part of Marqo.

Docs, notebook examples and integration tests included.

Related PR:
https://github.com/hwchase17/langchain/pull/2807

---------

Co-authored-by: Tom Hamer <tom@marqo.ai>
Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>

pyproject.toml

@@ -38,6 +38,7 @@ pinecone-text = {version = "^0.4.2", optional = true}
 pymongo = {version = "^4.3.3", optional = true}
 clickhouse-connect = {version="^0.5.14", optional=true}
 weaviate-client = {version = "^3", optional = true}
+marqo = {version = "^0.9.1", optional=true}
 google-api-python-client = {version = "2.70.0", optional = true}
 google-auth = {version = "^2.18.1", optional = true}
 wolframalpha = {version = "5.0.0", optional = true}
@@ -262,6 +263,7 @@ all = [
     "jinja2",
     "pinecone-client",
     "pinecone-text",
+    "marqo",
     "pymongo",
     "weaviate-client",
     "redis",