From bc36858dca1c12672ef6146875619efbc00a9947 Mon Sep 17 00:00:00 2001
From: Yun Kim <35776586+Yun-Kim@users.noreply.github.com>
Date: Thu, 25 Jul 2024 17:56:32 -0400
Subject: [PATCH] fix(langchain): use correct class names for pinecone
 vectorstore check [backport 2.9] (#9934)

Backport #9759 to 2.9.

This PR fixes the class names used to check for `Pinecone` vectorstore
instances in the langchain integration. Previously the incorrect base
class for all vectorstores was being used, which would mean all
vectorstores would return true for this check.

Langchain has a tricky versioning system with tons of deprecations and
removals (even between minor versions):
- `langchain<0.1`: Uses the base `langchain` module to access
`langchain.vectorstores.Pinecone` (note this indirectly imports from
`langchain_community`.
- `langchain>=0.1`: Uses the `langchain_community` module to access
`langchain_community.vectorstores.Pinecone`
- `langchain>=0.1` but if users have `langchain-pinecone` installed:
Uses `langchain_pinecone` module to access
`langchain_pinecone.vectorstores.Pinecone` (deprecated, subclass of
`PineconeVectorStore`) or
`langchain_pinecone.vectorstores.PineconeVectorStore`.

We use the above information to use as the logic to check if an instance
is a pinecone vectorstore.

## Checklist
- [x] PR author has checked that all the criteria below are met
- The PR description includes an overview of the change
- The PR description articulates the motivation for the change
- The change includes tests OR the PR description describes a testing
strategy
- The PR description notes risks associated with the change, if any
- Newly-added code is easy to change
- The change follows the [library release note
guidelines](https://ddtrace.readthedocs.io/en/stable/releasenotes.html)
- The change includes or references documentation updates if necessary
- Backport labels are set (if
[applicable](https://ddtrace.readthedocs.io/en/latest/contributing.html#backporting))

## Reviewer Checklist
- [x] Reviewer has checked that all the criteria below are met
- Title is accurate
- All changes are related to the pull request's stated goal
- Avoids breaking
[API](https://ddtrace.readthedocs.io/en/stable/versioning.html#interfaces)
changes
- Testing strategy adequately addresses listed risks
- Newly-added code is easy to change
- Release note makes sense to a user of the library
- If necessary, author has acknowledged and discussed the performance
implications of this PR as reported in the benchmarks PR comment
- Backport labels are set in a manner that is consistent with the
[release branch maintenance
policy](https://ddtrace.readthedocs.io/en/latest/contributing.html#backporting)
---
 .riot/requirements/1084a71.txt                |  38 ++--
 .../requirements/{fa757b7.txt => 1108e76.txt} |  15 +-
 .riot/requirements/14d34ef.txt                |  68 +++---
 .riot/requirements/18f914e.txt                |  68 +++---
 .../requirements/{14531e6.txt => 1a91532.txt} |  17 +-
 .riot/requirements/1d9420f.txt                |  21 +-
 .riot/requirements/1ec5924.txt                |  38 ++--
 .riot/requirements/39161c9.txt                |  38 ++--
 .../requirements/{173ec5d.txt => a5a0786.txt} |  15 +-
 .riot/requirements/b855d96.txt                |   8 +-
 .riot/requirements/c7ef1de.txt                |   8 +-
 ddtrace/contrib/langchain/patch.py            |   6 +-
 ...pinecone-vectorstore-082c023ccae268e1.yaml |   4 +
 riotfile.py                                   |   1 +
 .../openai_retrieval_embedding.yaml           | 204 ++++++++++++++++++
 .../langchain/test_langchain_community.py     |  18 +-
 .../langchain/test_langchain_llmobs.py        |   3 +
 ...nity.test_faiss_vectorstore_retrieval.json |  89 ++++++++
 ...unity.test_lcel_chain_non_dict_input.json} |   0
 19 files changed, 492 insertions(+), 167 deletions(-)
 rename .riot/requirements/{fa757b7.txt => 1108e76.txt} (88%)
 rename .riot/requirements/{14531e6.txt => 1a91532.txt} (88%)
 rename .riot/requirements/{173ec5d.txt => a5a0786.txt} (89%)
 create mode 100644 releasenotes/notes/fix-langchain-pinecone-vectorstore-082c023ccae268e1.yaml
 create mode 100644 tests/contrib/langchain/cassettes/langchain_community/openai_retrieval_embedding.yaml
 create mode 100644 tests/snapshots/tests.contrib.langchain.test_langchain_community.test_faiss_vectorstore_retrieval.json
 rename tests/snapshots/{tests.contrib.langchain.test_langchain_community.test_lcecl_chain_non_dict_input.json => tests.contrib.langchain.test_langchain_community.test_lcel_chain_non_dict_input.json} (100%)

diff --git a/.riot/requirements/1084a71.txt b/.riot/requirements/1084a71.txt
index d2efd941048..38634478478 100644
--- a/.riot/requirements/1084a71.txt
+++ b/.riot/requirements/1084a71.txt
@@ -11,36 +11,36 @@ anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
 backoff==2.2.1
-certifi==2024.2.2
+certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==4.57
-coverage[toml]==7.5.3
+coverage[toml]==7.6.0
 dataclasses-json==0.5.14
 dnspython==2.6.1
-exceptiongroup==1.2.1
-fastavro==1.9.4
-filelock==3.14.0
+exceptiongroup==1.2.2
+fastavro==1.9.5
+filelock==3.15.4
 frozenlist==1.4.1
-fsspec==2024.5.0
+fsspec==2024.6.1
 greenlet==3.0.3
-huggingface-hub==0.23.2
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 importlib-metadata==6.11.0
 iniconfig==2.0.0
 jsonpatch==1.33
-jsonpointer==2.4
+jsonpointer==3.0.0
 langchain==0.0.192
 langchain-community==0.0.14
 langchain-core==0.1.23
 langchainplus-sdk==0.0.4
 langsmith==0.0.87
 loguru==0.7.2
-marshmallow==3.21.2
+marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
 mypy-extensions==1.0.0
-numexpr==2.10.0
+numexpr==2.10.1
 numpy==1.26.4
 openai==0.27.8
 openapi-schema-pydantic==1.2.4
@@ -48,29 +48,29 @@ opentracing==2.4.0
 packaging==23.2
 pinecone-client==2.2.4
 pluggy==1.5.0
-psutil==5.9.8
-pydantic==1.10.15
-pytest==8.2.1
+psutil==6.0.0
+pydantic==1.10.17
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 six==1.16.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-sqlalchemy==2.0.30
-tenacity==8.3.0
+sqlalchemy==2.0.31
+tenacity==8.5.0
 tiktoken==0.7.0
 tomli==2.0.1
 tqdm==4.66.4
-typing-extensions==4.12.0
+typing-extensions==4.12.2
 typing-inspect==0.9.0
-urllib3==2.2.1
+urllib3==2.2.2
 vcrpy==6.0.1
 wrapt==1.16.0
 yarl==1.9.4
-zipp==3.19.0
+zipp==3.19.2
diff --git a/.riot/requirements/fa757b7.txt b/.riot/requirements/1108e76.txt
similarity index 88%
rename from .riot/requirements/fa757b7.txt
rename to .riot/requirements/1108e76.txt
index f5096fd50c6..484216cadf3 100644
--- a/.riot/requirements/fa757b7.txt
+++ b/.riot/requirements/1108e76.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.11
 # by the following command:
 #
-#    pip-compile --no-annotate .riot/requirements/fa757b7.in
+#    pip-compile --no-annotate .riot/requirements/1108e76.in
 #
 ai21==2.9.2
 ai21-tokenizer==0.11.2
@@ -11,8 +11,8 @@ aiosignal==1.3.1
 annotated-types==0.7.0
 anyio==4.4.0
 attrs==23.2.0
-boto3==1.34.145
-botocore==1.34.145
+boto3==1.34.148
+botocore==1.34.148
 certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==5.4.0
@@ -20,6 +20,7 @@ coverage[toml]==7.6.0
 dataclasses-json==0.6.7
 distro==1.9.0
 exceptiongroup==1.2.2
+faiss-cpu==1.8.0
 fastavro==1.9.5
 filelock==3.15.4
 frozenlist==1.4.1
@@ -29,7 +30,7 @@ h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
 httpx-sse==0.4.0
-huggingface-hub==0.24.0
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 iniconfig==2.0.0
@@ -44,7 +45,7 @@ langchain-core==0.1.52
 langchain-openai==0.1.6
 langchain-pinecone==0.1.0
 langchain-text-splitters==0.0.2
-langsmith==0.1.92
+langsmith==0.1.93
 marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
@@ -60,14 +61,14 @@ pluggy==1.5.0
 psutil==6.0.0
 pydantic==2.8.2
 pydantic-core==2.20.1
-pytest==8.2.2
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 s3transfer==0.10.2
 sentencepiece==0.2.0
diff --git a/.riot/requirements/14d34ef.txt b/.riot/requirements/14d34ef.txt
index 8d7bad70884..da6358d874b 100644
--- a/.riot/requirements/14d34ef.txt
+++ b/.riot/requirements/14d34ef.txt
@@ -4,93 +4,95 @@
 #
 #    pip-compile --no-annotate .riot/requirements/14d34ef.in
 #
-ai21==2.5.0
-ai21-tokenizer==0.9.1
+ai21==2.9.2
+ai21-tokenizer==0.11.2
 aiohttp==3.9.5
 aiosignal==1.3.1
 annotated-types==0.7.0
-anthropic==0.28.0
+anthropic==0.31.2
 anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
-boto3==1.34.122
-botocore==1.34.122
-certifi==2024.6.2
+boto3==1.34.148
+botocore==1.34.148
+certifi==2024.7.4
 charset-normalizer==3.3.2
-cohere==5.5.6
-coverage[toml]==7.5.3
+cohere==5.6.2
+coverage[toml]==7.6.0
 dataclasses-json==0.6.7
 defusedxml==0.7.1
 distro==1.9.0
-exceptiongroup==1.2.1
-fastavro==1.9.4
-filelock==3.14.0
+exceptiongroup==1.2.2
+fastavro==1.9.5
+filelock==3.15.4
 frozenlist==1.4.1
-fsspec==2024.6.0
+fsspec==2024.6.1
 greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
 httpx-sse==0.4.0
-huggingface-hub==0.23.3
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
-importlib-metadata==7.1.0
+importlib-metadata==8.2.0
 iniconfig==2.0.0
-jiter==0.4.1
+jiter==0.5.0
 jmespath==1.0.1
 jsonpatch==1.33
-jsonpointer==2.4
+jsonpointer==3.0.0
 langchain==0.2.0
 langchain-anthropic==0.1.13
 langchain-aws==0.1.6
-langchain-cohere==0.1.5
+langchain-cohere==0.1.8
 langchain-core==0.2.0
 langchain-openai==0.1.7
-langchain-pinecone==0.1.1
+langchain-pinecone==0.1.3
 langchain-text-splitters==0.2.1
-langsmith==0.1.75
+langsmith==0.1.93
 marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
 mypy-extensions==1.0.0
-numexpr==2.10.0
+numexpr==2.10.1
 numpy==1.26.4
-openai==1.33.0
+openai==1.37.0
 opentracing==2.4.0
-orjson==3.10.4
+orjson==3.10.6
 packaging==23.2
 parameterized==0.9.0
-pinecone-client==3.2.2
+pinecone-client==5.0.0
+pinecone-plugin-inference==1.0.2
+pinecone-plugin-interface==0.0.7
 pluggy==1.5.0
-psutil==5.9.8
-pydantic==2.7.3
-pydantic-core==2.18.4
-pytest==8.2.2
+psutil==6.0.0
+pydantic==2.8.2
+pydantic-core==2.20.1
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
-s3transfer==0.10.1
+s3transfer==0.10.2
 sentencepiece==0.2.0
 six==1.16.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-sqlalchemy==2.0.30
-tenacity==8.3.0
+sqlalchemy==2.0.31
+tenacity==8.5.0
 tiktoken==0.7.0
-tokenizers==0.15.2
+tokenizers==0.19.1
 tomli==2.0.1
 tqdm==4.66.4
 types-requests==2.31.0.6
 types-urllib3==1.26.25.14
 typing-extensions==4.12.2
 typing-inspect==0.9.0
-urllib3==1.26.18
+urllib3==1.26.19
 vcrpy==6.0.1
 wrapt==1.16.0
 yarl==1.9.4
diff --git a/.riot/requirements/18f914e.txt b/.riot/requirements/18f914e.txt
index 599ceb20ac5..c5d7b9e2bd1 100644
--- a/.riot/requirements/18f914e.txt
+++ b/.riot/requirements/18f914e.txt
@@ -4,89 +4,91 @@
 #
 #    pip-compile --no-annotate .riot/requirements/18f914e.in
 #
-ai21==2.5.0
-ai21-tokenizer==0.9.1
+ai21==2.9.2
+ai21-tokenizer==0.11.2
 aiohttp==3.9.5
 aiosignal==1.3.1
 annotated-types==0.7.0
-anthropic==0.28.0
+anthropic==0.31.2
 anyio==4.4.0
 attrs==23.2.0
-boto3==1.34.122
-botocore==1.34.122
-certifi==2024.6.2
+boto3==1.34.148
+botocore==1.34.148
+certifi==2024.7.4
 charset-normalizer==3.3.2
-cohere==5.5.6
-coverage[toml]==7.5.3
+cohere==5.6.2
+coverage[toml]==7.6.0
 dataclasses-json==0.6.7
 defusedxml==0.7.1
 distro==1.9.0
-exceptiongroup==1.2.1
-fastavro==1.9.4
-filelock==3.14.0
+exceptiongroup==1.2.2
+fastavro==1.9.5
+filelock==3.15.4
 frozenlist==1.4.1
-fsspec==2024.6.0
+fsspec==2024.6.1
 greenlet==3.0.3
 h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
 httpx-sse==0.4.0
-huggingface-hub==0.23.3
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 iniconfig==2.0.0
-jiter==0.4.1
+jiter==0.5.0
 jmespath==1.0.1
 jsonpatch==1.33
-jsonpointer==2.4
+jsonpointer==3.0.0
 langchain==0.2.0
 langchain-anthropic==0.1.13
 langchain-aws==0.1.6
-langchain-cohere==0.1.5
+langchain-cohere==0.1.8
 langchain-core==0.2.0
 langchain-openai==0.1.7
-langchain-pinecone==0.1.1
+langchain-pinecone==0.1.3
 langchain-text-splitters==0.2.1
-langsmith==0.1.75
+langsmith==0.1.93
 marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
 mypy-extensions==1.0.0
-numexpr==2.10.0
+numexpr==2.10.1
 numpy==1.26.4
-openai==1.33.0
+openai==1.37.0
 opentracing==2.4.0
-orjson==3.10.4
+orjson==3.10.6
 packaging==23.2
 parameterized==0.9.0
-pinecone-client==3.2.2
+pinecone-client==5.0.0
+pinecone-plugin-inference==1.0.2
+pinecone-plugin-interface==0.0.7
 pluggy==1.5.0
-psutil==5.9.8
-pydantic==2.7.3
-pydantic-core==2.18.4
-pytest==8.2.2
+psutil==6.0.0
+pydantic==2.8.2
+pydantic-core==2.20.1
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
-s3transfer==0.10.1
+s3transfer==0.10.2
 sentencepiece==0.2.0
 six==1.16.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-sqlalchemy==2.0.30
-tenacity==8.3.0
+sqlalchemy==2.0.31
+tenacity==8.5.0
 tiktoken==0.7.0
-tokenizers==0.15.2
+tokenizers==0.19.1
 tqdm==4.66.4
-types-requests==2.32.0.20240602
+types-requests==2.32.0.20240712
 typing-extensions==4.12.2
 typing-inspect==0.9.0
-urllib3==2.2.1
+urllib3==2.2.2
 vcrpy==6.0.1
 wrapt==1.16.0
 yarl==1.9.4
diff --git a/.riot/requirements/14531e6.txt b/.riot/requirements/1a91532.txt
similarity index 88%
rename from .riot/requirements/14531e6.txt
rename to .riot/requirements/1a91532.txt
index 09ca0bc5401..e6e0075a49b 100644
--- a/.riot/requirements/14531e6.txt
+++ b/.riot/requirements/1a91532.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.9
 # by the following command:
 #
-#    pip-compile --no-annotate .riot/requirements/14531e6.in
+#    pip-compile --no-annotate .riot/requirements/1a91532.in
 #
 ai21==2.9.2
 ai21-tokenizer==0.11.2
@@ -12,8 +12,8 @@ annotated-types==0.7.0
 anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
-boto3==1.34.145
-botocore==1.34.145
+boto3==1.34.148
+botocore==1.34.148
 certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==5.4.0
@@ -21,6 +21,7 @@ coverage[toml]==7.6.0
 dataclasses-json==0.6.7
 distro==1.9.0
 exceptiongroup==1.2.2
+faiss-cpu==1.8.0
 fastavro==1.9.5
 filelock==3.15.4
 frozenlist==1.4.1
@@ -30,10 +31,10 @@ h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
 httpx-sse==0.4.0
-huggingface-hub==0.24.0
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
-importlib-metadata==8.0.0
+importlib-metadata==8.2.0
 iniconfig==2.0.0
 jmespath==1.0.1
 jsonpatch==1.33
@@ -46,7 +47,7 @@ langchain-core==0.1.52
 langchain-openai==0.1.6
 langchain-pinecone==0.1.0
 langchain-text-splitters==0.0.2
-langsmith==0.1.92
+langsmith==0.1.93
 marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
@@ -62,14 +63,14 @@ pluggy==1.5.0
 psutil==6.0.0
 pydantic==2.8.2
 pydantic-core==2.20.1
-pytest==8.2.2
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 s3transfer==0.10.2
 sentencepiece==0.2.0
diff --git a/.riot/requirements/1d9420f.txt b/.riot/requirements/1d9420f.txt
index b3d040b016f..0f11e9a9742 100644
--- a/.riot/requirements/1d9420f.txt
+++ b/.riot/requirements/1d9420f.txt
@@ -13,11 +13,11 @@ anthropic==0.31.2
 anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
-boto3==1.34.145
-botocore==1.34.145
+boto3==1.34.148
+botocore==1.34.148
 certifi==2024.7.4
 charset-normalizer==3.3.2
-cohere==5.6.1
+cohere==5.6.2
 coverage[toml]==7.6.0
 dataclasses-json==0.6.7
 defusedxml==0.7.1
@@ -32,7 +32,7 @@ h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
 httpx-sse==0.4.0
-huggingface-hub==0.24.0
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 iniconfig==2.0.0
@@ -46,34 +46,35 @@ langchain-aws==0.1.6
 langchain-cohere==0.1.8
 langchain-core==0.2.0
 langchain-openai==0.1.7
-langchain-pinecone==0.1.2
+langchain-pinecone==0.1.3
 langchain-text-splitters==0.2.1
-langsmith==0.1.92
+langsmith==0.1.93
 marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
 mypy-extensions==1.0.0
 numexpr==2.10.1
 numpy==1.26.4
-openai==1.36.0
+openai==1.37.0
 opentracing==2.4.0
 orjson==3.10.6
 packaging==23.2
 parameterized==0.9.0
-pinecone-client==4.1.2
+pinecone-client==5.0.0
+pinecone-plugin-inference==1.0.2
 pinecone-plugin-interface==0.0.7
 pluggy==1.5.0
 psutil==6.0.0
 pydantic==2.8.2
 pydantic-core==2.20.1
-pytest==8.2.2
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 s3transfer==0.10.2
 sentencepiece==0.2.0
diff --git a/.riot/requirements/1ec5924.txt b/.riot/requirements/1ec5924.txt
index 6cd3eef8c1b..724a5c6e3a7 100644
--- a/.riot/requirements/1ec5924.txt
+++ b/.riot/requirements/1ec5924.txt
@@ -10,36 +10,36 @@ aiosignal==1.3.1
 anyio==4.4.0
 attrs==23.2.0
 backoff==2.2.1
-certifi==2024.2.2
+certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==4.57
-coverage[toml]==7.5.3
+coverage[toml]==7.6.0
 dataclasses-json==0.5.14
 dnspython==2.6.1
-exceptiongroup==1.2.1
-fastavro==1.9.4
-filelock==3.14.0
+exceptiongroup==1.2.2
+fastavro==1.9.5
+filelock==3.15.4
 frozenlist==1.4.1
-fsspec==2024.5.0
+fsspec==2024.6.1
 greenlet==3.0.3
-huggingface-hub==0.23.2
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 importlib-metadata==6.11.0
 iniconfig==2.0.0
 jsonpatch==1.33
-jsonpointer==2.4
+jsonpointer==3.0.0
 langchain==0.0.192
 langchain-community==0.0.14
 langchain-core==0.1.23
 langchainplus-sdk==0.0.4
 langsmith==0.0.87
 loguru==0.7.2
-marshmallow==3.21.2
+marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
 mypy-extensions==1.0.0
-numexpr==2.10.0
+numexpr==2.10.1
 numpy==1.26.4
 openai==0.27.8
 openapi-schema-pydantic==1.2.4
@@ -47,28 +47,28 @@ opentracing==2.4.0
 packaging==23.2
 pinecone-client==2.2.4
 pluggy==1.5.0
-psutil==5.9.8
-pydantic==1.10.15
-pytest==8.2.1
+psutil==6.0.0
+pydantic==1.10.17
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 six==1.16.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-sqlalchemy==2.0.30
-tenacity==8.3.0
+sqlalchemy==2.0.31
+tenacity==8.5.0
 tiktoken==0.7.0
 tqdm==4.66.4
-typing-extensions==4.12.0
+typing-extensions==4.12.2
 typing-inspect==0.9.0
-urllib3==2.2.1
+urllib3==2.2.2
 vcrpy==6.0.1
 wrapt==1.16.0
 yarl==1.9.4
-zipp==3.19.0
+zipp==3.19.2
diff --git a/.riot/requirements/39161c9.txt b/.riot/requirements/39161c9.txt
index 789b1dcc3c8..e5f67f5d84b 100644
--- a/.riot/requirements/39161c9.txt
+++ b/.riot/requirements/39161c9.txt
@@ -11,36 +11,36 @@ anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
 backoff==2.2.1
-certifi==2024.2.2
+certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==4.57
-coverage[toml]==7.5.3
+coverage[toml]==7.6.0
 dataclasses-json==0.5.14
 dnspython==2.6.1
-exceptiongroup==1.2.1
-fastavro==1.9.4
-filelock==3.14.0
+exceptiongroup==1.2.2
+fastavro==1.9.5
+filelock==3.15.4
 frozenlist==1.4.1
-fsspec==2024.5.0
+fsspec==2024.6.1
 greenlet==3.0.3
-huggingface-hub==0.23.2
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 importlib-metadata==6.11.0
 iniconfig==2.0.0
 jsonpatch==1.33
-jsonpointer==2.4
+jsonpointer==3.0.0
 langchain==0.0.192
 langchain-community==0.0.14
 langchain-core==0.1.23
 langchainplus-sdk==0.0.4
 langsmith==0.0.87
 loguru==0.7.2
-marshmallow==3.21.2
+marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
 mypy-extensions==1.0.0
-numexpr==2.10.0
+numexpr==2.10.1
 numpy==1.26.4
 openai==0.27.8
 openapi-schema-pydantic==1.2.4
@@ -48,29 +48,29 @@ opentracing==2.4.0
 packaging==23.2
 pinecone-client==2.2.4
 pluggy==1.5.0
-psutil==5.9.8
-pydantic==1.10.15
-pytest==8.2.1
+psutil==6.0.0
+pydantic==1.10.17
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 six==1.16.0
 sniffio==1.3.1
 sortedcontainers==2.4.0
-sqlalchemy==2.0.30
-tenacity==8.3.0
+sqlalchemy==2.0.31
+tenacity==8.5.0
 tiktoken==0.7.0
 tomli==2.0.1
 tqdm==4.66.4
-typing-extensions==4.12.0
+typing-extensions==4.12.2
 typing-inspect==0.9.0
-urllib3==1.26.18
+urllib3==1.26.19
 vcrpy==6.0.1
 wrapt==1.16.0
 yarl==1.9.4
-zipp==3.19.0
+zipp==3.19.2
diff --git a/.riot/requirements/173ec5d.txt b/.riot/requirements/a5a0786.txt
similarity index 89%
rename from .riot/requirements/173ec5d.txt
rename to .riot/requirements/a5a0786.txt
index 1fc7e74e574..bbaa71a245e 100644
--- a/.riot/requirements/173ec5d.txt
+++ b/.riot/requirements/a5a0786.txt
@@ -2,7 +2,7 @@
 # This file is autogenerated by pip-compile with Python 3.10
 # by the following command:
 #
-#    pip-compile --no-annotate .riot/requirements/173ec5d.in
+#    pip-compile --no-annotate .riot/requirements/a5a0786.in
 #
 ai21==2.9.2
 ai21-tokenizer==0.11.2
@@ -12,8 +12,8 @@ annotated-types==0.7.0
 anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
-boto3==1.34.145
-botocore==1.34.145
+boto3==1.34.148
+botocore==1.34.148
 certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==5.4.0
@@ -21,6 +21,7 @@ coverage[toml]==7.6.0
 dataclasses-json==0.6.7
 distro==1.9.0
 exceptiongroup==1.2.2
+faiss-cpu==1.8.0
 fastavro==1.9.5
 filelock==3.15.4
 frozenlist==1.4.1
@@ -30,7 +31,7 @@ h11==0.14.0
 httpcore==1.0.5
 httpx==0.27.0
 httpx-sse==0.4.0
-huggingface-hub==0.24.0
+huggingface-hub==0.24.2
 hypothesis==6.45.0
 idna==3.7
 iniconfig==2.0.0
@@ -45,7 +46,7 @@ langchain-core==0.1.52
 langchain-openai==0.1.6
 langchain-pinecone==0.1.0
 langchain-text-splitters==0.0.2
-langsmith==0.1.92
+langsmith==0.1.93
 marshmallow==3.21.3
 mock==5.1.0
 multidict==6.0.5
@@ -61,14 +62,14 @@ pluggy==1.5.0
 psutil==6.0.0
 pydantic==2.8.2
 pydantic-core==2.20.1
-pytest==8.2.2
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
 pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 s3transfer==0.10.2
 sentencepiece==0.2.0
diff --git a/.riot/requirements/b855d96.txt b/.riot/requirements/b855d96.txt
index 18fc8b365f7..059a9beeedd 100644
--- a/.riot/requirements/b855d96.txt
+++ b/.riot/requirements/b855d96.txt
@@ -13,8 +13,8 @@ anthropic==0.31.2
 anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
-boto3==1.34.147
-botocore==1.34.147
+boto3==1.34.148
+botocore==1.34.148
 certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==5.6.2
@@ -71,7 +71,7 @@ pluggy==1.5.0
 psutil==6.0.0
 pydantic==2.8.2
 pydantic-core==2.20.1
-pytest==8.3.1
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
@@ -79,7 +79,7 @@ pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pytz==2024.1
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 s3transfer==0.10.2
 sentencepiece==0.2.0
diff --git a/.riot/requirements/c7ef1de.txt b/.riot/requirements/c7ef1de.txt
index 738e0afe788..58b9d26ad9a 100644
--- a/.riot/requirements/c7ef1de.txt
+++ b/.riot/requirements/c7ef1de.txt
@@ -13,8 +13,8 @@ anthropic==0.31.2
 anyio==4.4.0
 async-timeout==4.0.3
 attrs==23.2.0
-boto3==1.34.147
-botocore==1.34.147
+boto3==1.34.148
+botocore==1.34.148
 certifi==2024.7.4
 charset-normalizer==3.3.2
 cohere==5.6.2
@@ -70,7 +70,7 @@ pluggy==1.5.0
 psutil==6.0.0
 pydantic==2.8.2
 pydantic-core==2.20.1
-pytest==8.3.1
+pytest==8.3.2
 pytest-asyncio==0.21.1
 pytest-cov==5.0.0
 pytest-mock==3.14.0
@@ -78,7 +78,7 @@ pytest-randomly==3.15.0
 python-dateutil==2.9.0.post0
 pytz==2024.1
 pyyaml==6.0.1
-regex==2024.5.15
+regex==2024.7.24
 requests==2.32.3
 s3transfer==0.10.2
 sentencepiece==0.2.0
diff --git a/ddtrace/contrib/langchain/patch.py b/ddtrace/contrib/langchain/patch.py
index ab2aab8a9ac..ee98d62acd4 100644
--- a/ddtrace/contrib/langchain/patch.py
+++ b/ddtrace/contrib/langchain/patch.py
@@ -185,10 +185,10 @@ def _is_pinecone_vectorstore_instance(instance):
     """
     try:
         if not PATCH_LANGCHAIN_V0 and langchain_pinecone:
-            return isinstance(instance, langchain_pinecone.VectorStore)
+            return isinstance(instance, langchain_pinecone.PineconeVectorStore)
         if not PATCH_LANGCHAIN_V0 and langchain_community:
-            return isinstance(instance, langchain_community.vectorstores.VectorStore)
-        return isinstance(instance, langchain.vectorstores.VectorStore)
+            return isinstance(instance, langchain_community.vectorstores.Pinecone)
+        return isinstance(instance, langchain.vectorstores.Pinecone)
     except (AttributeError, ModuleNotFoundError, ImportError):
         return False
 
diff --git a/releasenotes/notes/fix-langchain-pinecone-vectorstore-082c023ccae268e1.yaml b/releasenotes/notes/fix-langchain-pinecone-vectorstore-082c023ccae268e1.yaml
new file mode 100644
index 00000000000..a1222a1b291
--- /dev/null
+++ b/releasenotes/notes/fix-langchain-pinecone-vectorstore-082c023ccae268e1.yaml
@@ -0,0 +1,4 @@
+---
+fixes:
+  - |
+    langchain: This fix resolves an issue where the wrong langchain class name was being used to check for Pinecone vectorstore instances. 
diff --git a/riotfile.py b/riotfile.py
index db475c7fb24..b6acb9f01d3 100644
--- a/riotfile.py
+++ b/riotfile.py
@@ -2517,6 +2517,7 @@ def select_pys(min_version=MIN_PYTHON_VERSION, max_version=MAX_PYTHON_VERSION):
                         "pinecone-client": latest,
                         "botocore": latest,
                         "cohere": "==5.4.0",
+                        "faiss-cpu": "==1.8.0",
                     }
                 ),
                 Venv(
diff --git a/tests/contrib/langchain/cassettes/langchain_community/openai_retrieval_embedding.yaml b/tests/contrib/langchain/cassettes/langchain_community/openai_retrieval_embedding.yaml
new file mode 100644
index 00000000000..a7615c41e2d
--- /dev/null
+++ b/tests/contrib/langchain/cassettes/langchain_community/openai_retrieval_embedding.yaml
@@ -0,0 +1,204 @@
+interactions:
+- request:
+    body: '{"input": [[3923, 574, 279, 1984, 315, 279, 1566, 1296, 3319, 30]], "model":
+      "text-embedding-ada-002", "encoding_format": "base64"}'
+    headers:
+      accept:
+      - application/json
+      accept-encoding:
+      - gzip, deflate
+      connection:
+      - keep-alive
+      content-length:
+      - '131'
+      content-type:
+      - application/json
+      cookie:
+      - _cfuvid=v6MSy3Sk6pxtoYL8kXXuNiO2j0OK_HAODXl1hNcZp0o-1710190352774-0.0.1.1-604800000
+      host:
+      - api.openai.com
+      user-agent:
+      - OpenAI/Python 1.34.0
+      x-stainless-arch:
+      - arm64
+      x-stainless-async:
+      - 'false'
+      x-stainless-lang:
+      - python
+      x-stainless-os:
+      - MacOS
+      x-stainless-package-version:
+      - 1.34.0
+      x-stainless-runtime:
+      - CPython
+      x-stainless-runtime-version:
+      - 3.10.5
+    method: POST
+    uri: https://api.openai.com/v1/embeddings
+  response:
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diff --git a/tests/contrib/langchain/test_langchain_community.py b/tests/contrib/langchain/test_langchain_community.py
index e6e2e3bf4fd..528d3678897 100644
--- a/tests/contrib/langchain/test_langchain_community.py
+++ b/tests/contrib/langchain/test_langchain_community.py
@@ -1296,7 +1296,7 @@ async def test_lcel_chain_batch_async(langchain_core, langchain_openai, request_
 
 
 @pytest.mark.snapshot
-def test_lcecl_chain_non_dict_input(langchain_core):
+def test_lcel_chain_non_dict_input(langchain_core):
     """
     Tests that non-dict inputs (specifically also non-string) are stringified properly
     """
@@ -1305,3 +1305,19 @@ def test_lcecl_chain_non_dict_input(langchain_core):
     sequence = add_one | multiply_two
 
     sequence.invoke(1)
+
+
+@pytest.mark.snapshot
+def test_faiss_vectorstore_retrieval(langchain_community, langchain_openai, request_vcr):
+    if langchain_community is None:
+        pytest.skip("langchain-community not installed which is required for this test.")
+    pytest.importorskip("faiss", reason="faiss required for this test.")
+    with mock.patch("langchain_openai.OpenAIEmbeddings._get_len_safe_embeddings", return_value=[[0.0] * 1536]):
+        with request_vcr.use_cassette("openai_embedding_query.yaml"):
+            faiss = langchain_community.vectorstores.faiss.FAISS.from_texts(
+                ["this is a test query."],
+                embedding=langchain_openai.OpenAIEmbeddings(),
+            )
+            retriever = faiss.as_retriever()
+        with request_vcr.use_cassette("openai_retrieval_embedding.yaml"):
+            retriever.invoke("What was the message of the last test query?")
diff --git a/tests/contrib/langchain/test_langchain_llmobs.py b/tests/contrib/langchain/test_langchain_llmobs.py
index 731b9370d9c..18e9105fcc4 100644
--- a/tests/contrib/langchain/test_langchain_llmobs.py
+++ b/tests/contrib/langchain/test_langchain_llmobs.py
@@ -15,6 +15,7 @@
 from tests.llmobs._utils import _expected_llmobs_non_llm_span_event
 from tests.subprocesstest import SubprocessTestCase
 from tests.subprocesstest import run_in_subprocess
+from tests.utils import flaky
 
 
 if PATCH_LANGCHAIN_V0:
@@ -324,6 +325,7 @@ def test_llmobs_chain_schema_io(self, langchain, mock_llmobs_span_writer, mock_t
         _assert_expected_llmobs_llm_span(trace[1], mock_llmobs_span_writer, mock_io=True)
 
 
+@flaky(1735812000, reason="Community cassette tests are flaky")
 @pytest.mark.skipif(PATCH_LANGCHAIN_V0, reason="These tests are for langchain >= 0.1.0")
 class TestLLMObsLangchainCommunity(BaseTestLLMObsLangchain):
     cassette_subdirectory_name = "langchain_community"
@@ -507,6 +509,7 @@ def test_llmobs_chain_schema_io(self, langchain_core, langchain_openai, mock_llm
         _assert_expected_llmobs_llm_span(trace[1], mock_llmobs_span_writer, mock_io=True)
 
 
+@flaky(1735812000, reason="Community cassette tests are flaky")
 @pytest.mark.skipif(PATCH_LANGCHAIN_V0, reason="These tests are for langchain >= 0.1.0")
 class TestLangchainTraceStructureWithLlmIntegrations(SubprocessTestCase):
     bedrock_env_config = dict(
diff --git a/tests/snapshots/tests.contrib.langchain.test_langchain_community.test_faiss_vectorstore_retrieval.json b/tests/snapshots/tests.contrib.langchain.test_langchain_community.test_faiss_vectorstore_retrieval.json
new file mode 100644
index 00000000000..477574379a9
--- /dev/null
+++ b/tests/snapshots/tests.contrib.langchain.test_langchain_community.test_faiss_vectorstore_retrieval.json
@@ -0,0 +1,89 @@
+[[
+  {
+    "name": "langchain.request",
+    "service": "",
+    "resource": "langchain_openai.embeddings.base.OpenAIEmbeddings",
+    "trace_id": 0,
+    "span_id": 1,
+    "parent_id": 0,
+    "type": "",
+    "error": 0,
+    "meta": {
+      "_dd.p.dm": "-0",
+      "_dd.p.tid": "668c5dde00000000",
+      "langchain.request.api_key": "...key>",
+      "langchain.request.inputs.0.text": "this is a test query.",
+      "langchain.request.model": "text-embedding-ada-002",
+      "langchain.request.provider": "openai",
+      "langchain.request.type": "embedding",
+      "language": "python",
+      "runtime-id": "2a1d7ab4ff064afb95e895ce7aa565e0"
+    },
+    "metrics": {
+      "_dd.measured": 1,
+      "_dd.top_level": 1,
+      "_dd.tracer_kr": 1.0,
+      "_sampling_priority_v1": 1,
+      "langchain.request.input_count": 1,
+      "langchain.response.outputs.0.embedding_length": 1536,
+      "process_id": 69484
+    },
+    "duration": 406798000,
+    "start": 1720475102021903000
+  }],
+[
+  {
+    "name": "langchain.request",
+    "service": "",
+    "resource": "langchain_community.vectorstores.faiss.FAISS",
+    "trace_id": 1,
+    "span_id": 1,
+    "parent_id": 0,
+    "type": "",
+    "error": 0,
+    "meta": {
+      "_dd.p.dm": "-0",
+      "_dd.p.tid": "668c5dde00000000",
+      "langchain.request.api_key": "",
+      "langchain.request.provider": "faiss",
+      "langchain.request.query": "What was the message of the last test query?",
+      "langchain.request.type": "similarity_search",
+      "langchain.response.document.0.page_content": "this is a test query.",
+      "language": "python",
+      "runtime-id": "2a1d7ab4ff064afb95e895ce7aa565e0"
+    },
+    "metrics": {
+      "_dd.measured": 1,
+      "_dd.top_level": 1,
+      "_dd.tracer_kr": 1.0,
+      "_sampling_priority_v1": 1,
+      "langchain.response.document_count": 1,
+      "process_id": 69484
+    },
+    "duration": 3710000,
+    "start": 1720475102468386000
+  },
+     {
+       "name": "langchain.request",
+       "service": "",
+       "resource": "langchain_openai.embeddings.base.OpenAIEmbeddings",
+       "trace_id": 1,
+       "span_id": 2,
+       "parent_id": 1,
+       "type": "",
+       "error": 0,
+       "meta": {
+         "langchain.request.api_key": "...key>",
+         "langchain.request.inputs.0.text": "What was the message of the last test query?",
+         "langchain.request.model": "text-embedding-ada-002",
+         "langchain.request.provider": "openai",
+         "langchain.request.type": "embedding"
+       },
+       "metrics": {
+         "_dd.measured": 1,
+         "langchain.request.input_count": 1,
+         "langchain.response.outputs.0.embedding_length": 1536
+       },
+       "duration": 1714000,
+       "start": 1720475102468505000
+     }]]
diff --git a/tests/snapshots/tests.contrib.langchain.test_langchain_community.test_lcecl_chain_non_dict_input.json b/tests/snapshots/tests.contrib.langchain.test_langchain_community.test_lcel_chain_non_dict_input.json
similarity index 100%
rename from tests/snapshots/tests.contrib.langchain.test_langchain_community.test_lcecl_chain_non_dict_input.json
rename to tests/snapshots/tests.contrib.langchain.test_langchain_community.test_lcel_chain_non_dict_input.json