diff --git a/poetry.lock b/poetry.lock
index 5641ad151..e2c7faefa 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -1,4 +1,46 @@
-# This file is automatically @generated by Poetry 1.8.4 and should not be changed by hand.
+# This file is automatically @generated by Poetry 1.8.3 and should not be changed by hand.
+
+[[package]]
+name = "absl-py"
+version = "1.4.0"
+description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
+    {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
+]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "pypi-public"
+
+[[package]]
+name = "aiobotocore"
+version = "2.15.2"
+description = "Async client for aws services using botocore and aiohttp"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aiobotocore-2.15.2-py3-none-any.whl", hash = "sha256:d4d3128b4b558e2b4c369bfa963b022d7e87303adb82eec623cec8aa77ae578a"},
+    {file = "aiobotocore-2.15.2.tar.gz", hash = "sha256:9ac1cfcaccccc80602968174aa032bf978abe36bd4e55e6781d6500909af1375"},
+]
+
+[package.dependencies]
+aiohttp = ">=3.9.2,<4.0.0"
+aioitertools = ">=0.5.1,<1.0.0"
+botocore = ">=1.35.16,<1.35.37"
+wrapt = ">=1.10.10,<2.0.0"
+
+[package.extras]
+awscli = ["awscli (>=1.34.16,<1.35.3)"]
+boto3 = ["boto3 (>=1.35.16,<1.35.37)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "pypi-public"
 
 [[package]]
 name = "aiohappyeyeballs"
@@ -133,6 +175,29 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "pypi-public"
 
+[[package]]
+name = "aioitertools"
+version = "0.12.0"
+description = "itertools and builtins for AsyncIO and mixed iterables"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "aioitertools-0.12.0-py3-none-any.whl", hash = "sha256:fc1f5fac3d737354de8831cbba3eb04f79dd649d8f3afb4c5b114925e662a796"},
+    {file = "aioitertools-0.12.0.tar.gz", hash = "sha256:c2a9055b4fbb7705f561b9d86053e8af5d10cc845d22c32008c43490b2d8dd6b"},
+]
+
+[package.dependencies]
+typing_extensions = {version = ">=4.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+dev = ["attribution (==1.8.0)", "black (==24.8.0)", "build (>=1.2)", "coverage (==7.6.1)", "flake8 (==7.1.1)", "flit (==3.9.0)", "mypy (==1.11.2)", "ufmt (==2.7.1)", "usort (==1.0.8.post1)"]
+docs = ["sphinx (==8.0.2)", "sphinx-mdinclude (==0.6.2)"]
+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "pypi-public"
+
 [[package]]
 name = "aiosignal"
 version = "1.3.1"
@@ -242,25 +307,24 @@ reference = "pypi-public"
 
 [[package]]
 name = "anyio"
-version = "4.5.2"
+version = "3.7.1"
 description = "High level compatibility layer for multiple asynchronous event loop implementations"
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.7"
 files = [
-    {file = "anyio-4.5.2-py3-none-any.whl", hash = "sha256:c011ee36bc1e8ba40e5a81cb9df91925c218fe9b778554e0b56a21e1b5d4716f"},
-    {file = "anyio-4.5.2.tar.gz", hash = "sha256:23009af4ed04ce05991845451e11ef02fc7c5ed29179ac9a420e5ad0ac7ddc5b"},
+    {file = "anyio-3.7.1-py3-none-any.whl", hash = "sha256:91dee416e570e92c64041bd18b900d1d6fa78dff7048769ce5ac5ddad004fbb5"},
+    {file = "anyio-3.7.1.tar.gz", hash = "sha256:44a3c9aba0f5defa43261a8b3efb97891f2bd7d804e0e1f56419befa1adfc780"},
 ]
 
 [package.dependencies]
-exceptiongroup = {version = ">=1.0.2", markers = "python_version < \"3.11\""}
+exceptiongroup = {version = "*", markers = "python_version < \"3.11\""}
 idna = ">=2.8"
 sniffio = ">=1.1"
-typing-extensions = {version = ">=4.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
-doc = ["Sphinx (>=7.4,<8.0)", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme"]
-test = ["anyio[trio]", "coverage[toml] (>=7)", "exceptiongroup (>=1.2.0)", "hypothesis (>=4.0)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "truststore (>=0.9.1)", "uvloop (>=0.21.0b1)"]
-trio = ["trio (>=0.26.1)"]
+doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-theme (>=1.2.2)", "sphinxcontrib-jquery"]
+test = ["anyio[trio]", "coverage[toml] (>=4.5)", "hypothesis (>=4.0)", "mock (>=4)", "psutil (>=5.9)", "pytest (>=7.0)", "pytest-mock (>=3.6.1)", "trustme", "uvloop (>=0.17)"]
+trio = ["trio (<0.22)"]
 
 [package.source]
 type = "legacy"
@@ -701,17 +765,17 @@ reference = "pypi-public"
 
 [[package]]
 name = "boto3"
-version = "1.35.64"
+version = "1.35.36"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "boto3-1.35.64-py3-none-any.whl", hash = "sha256:cdacf03fc750caa3aa0dbf6158166def9922c9d67b4160999ff8fc350662facc"},
-    {file = "boto3-1.35.64.tar.gz", hash = "sha256:bc3fc12b41fa2c91e51ab140f74fb1544408a2b1e00f88a4c2369a66d18ddf20"},
+    {file = "boto3-1.35.36-py3-none-any.whl", hash = "sha256:33735b9449cd2ef176531ba2cb2265c904a91244440b0e161a17da9d24a1e6d1"},
+    {file = "boto3-1.35.36.tar.gz", hash = "sha256:586524b623e4fbbebe28b604c6205eb12f263cc4746bccb011562d07e217a4cb"},
 ]
 
 [package.dependencies]
-botocore = ">=1.35.64,<1.36.0"
+botocore = ">=1.35.36,<1.36.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.10.0,<0.11.0"
 
@@ -725,13 +789,13 @@ reference = "pypi-public"
 
 [[package]]
 name = "botocore"
-version = "1.35.64"
+version = "1.35.36"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.8"
 files = [
-    {file = "botocore-1.35.64-py3-none-any.whl", hash = "sha256:bbd96bf7f442b1d5e35b36f501076e4a588c83d8d84a1952e9ee1d767e5efb3e"},
-    {file = "botocore-1.35.64.tar.gz", hash = "sha256:2f95c83f31c9e38a66995c88810fc638c829790e125032ba00ab081a2cf48cb9"},
+    {file = "botocore-1.35.36-py3-none-any.whl", hash = "sha256:64241c778bf2dc863d93abab159e14024d97a926a5715056ef6411418cb9ead3"},
+    {file = "botocore-1.35.36.tar.gz", hash = "sha256:354ec1b766f0029b5d6ff0c45d1a0f9e5007b7d2f3ec89bcdd755b208c5bc797"},
 ]
 
 [package.dependencies]
@@ -1240,37 +1304,37 @@ reference = "pypi-public"
 
 [[package]]
 name = "debugpy"
-version = "1.8.8"
+version = "1.8.9"
 description = "An implementation of the Debug Adapter Protocol for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.source]
@@ -1723,22 +1787,25 @@ reference = "pypi-public"
 
 [[package]]
 name = "fsspec"
-version = "2024.10.0"
+version = "2023.12.2"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
+[package.dependencies]
+aiohttp = {version = "<4.0.0a0 || >4.0.0a0,<4.0.0a1 || >4.0.0a1", optional = true, markers = "extra == \"http\""}
+requests = {version = "*", optional = true, markers = "extra == \"http\""}
+
 [package.extras]
 abfs = ["adlfs"]
 adl = ["adlfs"]
 arrow = ["pyarrow (>=1)"]
 dask = ["dask", "distributed"]
-dev = ["pre-commit", "ruff"]
-doc = ["numpydoc", "sphinx", "sphinx-design", "sphinx-rtd-theme", "yarl"]
+devel = ["pytest", "pytest-cov"]
 dropbox = ["dropbox", "dropboxdrivefs", "requests"]
 full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "dask", "distributed", "dropbox", "dropboxdrivefs", "fusepy", "gcsfs", "libarchive-c", "ocifs", "panel", "paramiko", "pyarrow (>=1)", "pygit2", "requests", "s3fs", "smbprotocol", "tqdm"]
 fuse = ["fusepy"]
@@ -1748,16 +1815,13 @@ github = ["requests"]
 gs = ["gcsfs"]
 gui = ["panel"]
 hdfs = ["pyarrow (>=1)"]
-http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+http = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "requests"]
 libarchive = ["libarchive-c"]
 oci = ["ocifs"]
 s3 = ["s3fs"]
 sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
-test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
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 tqdm = ["tqdm"]
 
 [package.source]
@@ -3164,18 +3228,18 @@ reference = "pypi-public"
 
 [[package]]
 name = "langsmith"
-version = "0.1.143"
+version = "0.1.146"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
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 python-versions = ">=3.8.1,<4.0"
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+orjson = {version = ">=3.9.14,<4.0.0", markers = "platform_python_implementation != \"PyPy\""}
 pydantic = [
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@@ -3212,13 +3276,13 @@ reference = "pypi-public"
 
 [[package]]
 name = "litellm"
-version = "1.52.10"
+version = "1.52.16"
 description = "Library to easily interface with LLM API providers"
 optional = false
 python-versions = ">=3.8, !=2.7.*, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*, !=3.6.*, !=3.7.*"
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 [package.dependencies]
@@ -3590,18 +3654,19 @@ reference = "pypi-public"
 
 [[package]]
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-version = "0.5.14"
+version = "0.5.15"
 description = "Parse files into RAG-Optimized formats."
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 [package.dependencies]
 click = ">=8.1.7,<9.0.0"
 llama-index-core = ">=0.11.0"
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 [package.source]
 type = "legacy"
@@ -4084,13 +4149,13 @@ reference = "pypi-public"
 
 [[package]]
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+version = "9.5.46"
 description = "Documentation that simply works"
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 [[package]]
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+version = "12.6.85"
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 python-versions = ">=3"
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 [package.source]
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 [[package]]
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+version = "1.55.1"
 description = "The official Python library for the openai API"
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 python-versions = ">=3.8"
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-type = "legacy"
-url = "https://pypi.org/simple"
-reference = "pypi-public"
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@@ -7958,7 +8064,9 @@ cryptography = ">=3.1.0"
 filelock = ">=3.5,<4"
 idna = ">=2.5,<4"
 packaging = "*"
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 pyjwt = "<3.0.0"
 pyOpenSSL = ">=16.2.0,<25.0.0"
 pytz = "*"
@@ -7978,6 +8086,56 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "pypi-public"
 
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+optional = false
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+url = "https://pypi.org/simple"
+reference = "pypi-public"
+
 [[package]]
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@@ -8018,13 +8176,13 @@ reference = "pypi-public"
 
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+version = "1.7.0"
 description = "Snowflake SQLAlchemy Dialect"
 optional = false
 python-versions = ">=3.8"
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 [package.dependencies]
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 [package.extras]
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 pandas = ["snowflake-connector-python[pandas]"]
 
 [package.source]
@@ -8172,6 +8330,26 @@ type = "legacy"
 url = "https://pypi.org/simple"
 reference = "pypi-public"
 
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+[package.source]
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+reference = "pypi-public"
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 [[package]]
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 ]
 
 [package.source]
@@ -8875,20 +8956,20 @@ reference = "pypi-public"
 
 [[package]]
 name = "tqdm"
-version = "4.67.0"
+version = "4.67.1"
 description = "Fast, Extensible Progress Meter"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 colorama = {version = "*", markers = "platform_system == \"Windows\""}
 
 [package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
+dev = ["nbval", "pytest (>=6)", "pytest-asyncio (>=0.24)", "pytest-cov", "pytest-timeout"]
 discord = ["requests"]
 notebook = ["ipywidgets (>=6)"]
 slack = ["slack-sdk"]
@@ -9165,9 +9246,11 @@ numpy = [
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     {version = ">=1.23.0", markers = "python_version >= \"3.9\""},
 ]
+packaging = ">=23.0"
 pandas = ">=1.0.0"
 pydantic = "^2.4.2"
 python-dotenv = ">=0.21,<2.0"
+requests = "^2.31"
 rich = "^13.6"
 sqlalchemy = "^2.0"
 typing_extensions = "^4.9"
@@ -9188,6 +9271,7 @@ develop = true
 [package.dependencies]
 ipywidgets = ">=7.1.2"
 jupyter = "^1"
+packaging = ">=23.0"
 pandas = ">=1.0.0"
 plotly = "^5.22.0"
 psutil = "^5.9"
@@ -9238,6 +9322,7 @@ numpy = [
     {version = ">=1.23.0", markers = "python_version >= \"3.9\""},
 ]
 pydantic = "^2.4.2"
+requests = "^2.31"
 scikit-learn = "^1.3.0"
 scipy = [
     {version = ">=1.7.0,<1.11.1", markers = "python_version < \"3.9\""},
@@ -9279,7 +9364,8 @@ develop = true
 
 [package.dependencies]
 snowflake-connector-python = "^3.11"
-snowflake-snowpark-python = "^1.18"
+snowflake-ml-python = "^1.6.4"
+snowflake-snowpark-python = "^1.18.0"
 trulens-core = "^1.0.0"
 trulens-feedback = "^1.0.0"
 
@@ -9552,13 +9638,13 @@ reference = "pypi-public"
 
 [[package]]
 name = "uvicorn"
-version = "0.32.0"
+version = "0.32.1"
 description = "The lightning-fast ASGI server."
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -9567,7 +9653,7 @@ h11 = ">=0.8"
 typing-extensions = {version = ">=4.0", markers = "python_version < \"3.11\""}
 
 [package.extras]
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+standard = ["colorama (>=0.4)", "httptools (>=0.6.3)", "python-dotenv (>=0.13)", "pyyaml (>=5.1)", "uvloop (>=0.14.0,!=0.15.0,!=0.15.1)", "watchfiles (>=0.13)", "websockets (>=10.4)"]
 
 [package.source]
 type = "legacy"
@@ -9576,13 +9662,13 @@ reference = "pypi-public"
 
 [[package]]
 name = "virtualenv"
-version = "20.27.1"
+version = "20.28.0"
 description = "Virtual Python Environment builder"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -9745,13 +9831,13 @@ reference = "pypi-public"
 
 [[package]]
 name = "wheel"
-version = "0.45.0"
+version = "0.45.1"
 description = "A built-package format for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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+
+[package.source]
+type = "legacy"
+url = "https://pypi.org/simple"
+reference = "pypi-public"
+
+[[package]]
+name = "xgboost"
+version = "2.0.3"
+description = "XGBoost Python Package"
+optional = false
+python-versions = ">=3.8"
+files = [
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 ]
 
+[package.dependencies]
+numpy = "*"
+scipy = "*"
+
+[package.extras]
+dask = ["dask", "distributed", "pandas"]
+datatable = ["datatable"]
+pandas = ["pandas"]
+plotting = ["graphviz", "matplotlib"]
+pyspark = ["cloudpickle", "pyspark", "scikit-learn"]
+scikit-learn = ["scikit-learn"]
+
 [package.source]
 type = "legacy"
 url = "https://pypi.org/simple"
diff --git a/src/connectors/snowflake/trulens/connectors/snowflake/utils/server_side_evaluation_artifacts.py b/src/connectors/snowflake/trulens/connectors/snowflake/utils/server_side_evaluation_artifacts.py
index 85b47f57a..da57b6c2a 100644
--- a/src/connectors/snowflake/trulens/connectors/snowflake/utils/server_side_evaluation_artifacts.py
+++ b/src/connectors/snowflake/trulens/connectors/snowflake/utils/server_side_evaluation_artifacts.py
@@ -18,6 +18,7 @@
     "trulens-core",
     "trulens-feedback",
     "trulens-providers-cortex",
+    "trulens-semconv",
 ]
 
 _TRULENS_EXTRA_STAGED_PACKAGES = [
@@ -33,6 +34,8 @@
     "nest-asyncio",
     "nltk",
     "numpy",
+    "opentelemetry-api",
+    "opentelemetry-sdk",
     "packaging",
     "pandas",
     "pip",
diff --git a/src/core/pyproject.toml b/src/core/pyproject.toml
index 1d61734ec..f30718e51 100644
--- a/src/core/pyproject.toml
+++ b/src/core/pyproject.toml
@@ -45,6 +45,9 @@ alembic = "^1.8.1"
 nest-asyncio = "^1.5"
 python-dotenv = ">=0.21,<2.0"
 importlib-resources = "^6.0"
+trulens-semconv = { version = "^1.0.0", optional = true }
+opentelemetry-api = { version = "^1.0.0", optional = true }
+opentelemetry-sdk = { version = "^1.0.0", optional = true }
 
 [tool.poetry.group.tqdm]
 optional = true
@@ -52,9 +55,8 @@ optional = true
 [tool.poetry.group.tqdm.dependencies]
 tqdm = { version = ">=4.2.0", optional = true }
 
-[tool.poetry.group.otel]
+[tool.poetry.group.dev]
 optional = true
 
-[tool.poetry.group.otel.dependencies]
-opentelemetry-api = { version = ">=1", optional = true }
-opentelemetry-sdk = { version = ">=1", optional = true }
+[tool.poetry.group.dev.dependencies]
+trulens-semconv = { path = "../semconv" }
diff --git a/src/semconv/README.md b/src/semconv/README.md
new file mode 100644
index 000000000..55ae79158
--- /dev/null
+++ b/src/semconv/README.md
@@ -0,0 +1,3 @@
+# Semantic Conventions for TruLens Spans
+
+This package describes the conventions for attribute names and some attribute values present in spans produced or interpreted by TruLens.
diff --git a/src/semconv/pyproject.toml b/src/semconv/pyproject.toml
new file mode 100644
index 000000000..eba2d0f46
--- /dev/null
+++ b/src/semconv/pyproject.toml
@@ -0,0 +1,34 @@
+[build-system]
+build-backend = "poetry.core.masonry.api"
+requires = [
+  "poetry-core",
+]
+
+[tool.poetry]
+name = "trulens-semconv"
+version = "1.2.8"
+description = "Semantic conventions for spans produced by TruLens."
+authors = [
+  "Snowflake Inc. <ml-observability-wg-dl@snowflake.com>",
+]
+license = "MIT"
+readme = "README.md"
+packages = [
+  { include = "trulens" },
+]
+homepage = "https://trulens.org/"
+documentation = "https://trulens.org/getting_started/"
+repository = "https://github.com/truera/trulens"
+classifiers = [
+  "Programming Language :: Python :: 3",
+  "Operating System :: OS Independent",
+  "Development Status :: 3 - Alpha",
+  "License :: OSI Approved :: MIT License",
+]
+
+[tool.poetry.dependencies]
+python = "^3.8.1,!=3.9.7"
+# This package only has pre-releases:
+opentelemetry-semantic-conventions = { version = ">=0.48b0", allow-prereleases = true }
+# This package requires python 3.9 so we are avoiding using it for now:
+# opentelemetry-semantic-conventions-ai = { version = ">=0.4.2", allow-prereleases=true }
diff --git a/src/semconv/trulens/semconv/__init__.py b/src/semconv/trulens/semconv/__init__.py
new file mode 100644
index 000000000..5d556a1a9
--- /dev/null
+++ b/src/semconv/trulens/semconv/__init__.py
@@ -0,0 +1,7 @@
+from importlib.metadata import version
+
+from trulens.core.utils import imports as import_utils
+
+__version__ = version(
+    import_utils.safe_importlib_package_name(__package__ or __name__)
+)
diff --git a/src/semconv/trulens/semconv/trace.py b/src/semconv/trulens/semconv/trace.py
new file mode 100644
index 000000000..5b55f0bca
--- /dev/null
+++ b/src/semconv/trulens/semconv/trace.py
@@ -0,0 +1,439 @@
+"""Semantic conventions for TruLens spans.
+
+This file should not have any dependencies except possibly other semantic
+conventions packages so it can be easily imported by tools that want to read
+TruLens data but not use TruLens otherwise.
+
+Relevant links:
+
+- [OTEL Semantic Conventions](https://opentelemetry.io/docs/specs/semconv/).
+
+- [OTEL Trace Semantic
+  Conventions](https://opentelemetry.io/docs/specs/semconv/general/trace/).
+
+- [OTEL Semantic Conventions for Generative AI
+  Systems](https://opentelemetry.io/docs/specs/semconv/gen-ai/).
+"""
+
+from enum import Enum
+
+from opentelemetry.semconv.resource import (
+    ResourceAttributes as otel_ResourceAttributes,
+)
+from opentelemetry.semconv.trace import SpanAttributes as otel_SpanAttributes
+
+
+class ResourceAttributes:
+    # TODO: Some Span attributes should be moved here.
+    pass
+
+
+class SpanAttributes:
+    """Names of keys in the attributes field of a span.
+
+    In some cases below, we also include span name or span name prefix.
+    """
+
+    SPAN_TYPES = "trulens.span_types"
+
+    class SpanType(str, Enum):
+        """Span type attribute values.
+
+        The root types indicate the process that initiating the tracking of
+        spans (either app tracing or feedback evaluation). Call indicates a
+        method/function call. App indicates a call by an app method. Cost
+        indicates a call with cost tracking. All others are semantic types.
+
+        The first three classes are exclusive but the others can be mixed in
+        with each other.
+
+        Attributes relevant to each span type follow.
+        """
+
+        # Exclusive types.
+
+        UNKNOWN = "unknown"
+        """Unknown span type."""
+
+        CUSTOM = "custom"
+        """Spans created by the user using otel api."""
+
+        RECORDING = "recording"
+        """Span encapsulating a TruLens app recording context."""
+
+        SEMANTIC = "semantic"
+        """Recognized span, at least to some degree.
+
+        Must include at least one of the semantic mixable types below as well.
+        """
+
+        RECORD_ROOT = "record_root"
+        """Spans as collected by tracing system."""
+
+        EVAL_ROOT = "eval_root"
+        """Feedback function evaluation span."""
+
+        # Non-semantic mixable types indicate presence of common sets of attributes.
+
+        RECORD = "record"
+        """A span in a record."""
+
+        CALL = "call"
+        """A function call."""
+
+        COST = "cost"
+        """A span with a cost."""
+
+        # Semantic mixable types. A span can have multiple of these types.
+
+        RETRIEVAL = "retrieval"
+        """A retrieval."""
+
+        RERANKING = "reranking"
+        """A reranker call."""
+
+        GENERATION = "generation"
+        """A generation call to an LLM."""
+
+        MEMORIZATION = "memorization"
+        """A memory call."""
+
+        EMBEDDING = "embedding"
+        """An embedding call."""
+
+        TOOL_INVOCATION = "tool_invocation"
+        """A tool invocation."""
+
+        AGENT_INVOCATION = "agent_invocation"
+        """An agent invocation."""
+
+    class RECORDING:
+        """Attributes and span name relevant to the recording span type.
+
+        Note that this span is created every time a TruLens app enters a
+        recording context even if it is not called. In such cases, there will be
+        a RECORDING span without a RECORD_ROOT.
+        """
+
+        base = "trulens.recording"
+
+        SPAN_NAME_PREFIX = base + "."
+        """Span name will end with app name."""
+
+        APP_ID = base + ".app_id"
+        """Id of the app being recorded."""
+
+    class SEMANTIC:
+        """Attributes relevant to all semantic span types."""
+
+        base = "trulens.semantic"
+
+    class UNKNOWN:
+        """Attributes relevant for spans that could not be categorized otherwise."""
+
+        base = "trulens.unknown"
+
+    class RECORD_ROOT:
+        """Attributes for the root span of a record.
+
+        Includes most fields carried over from
+        [trulens.core.schema.base.Record][trulens.core.schema.base.Record].
+        """
+
+        base = "trulens.record_root"
+
+        SPAN_NAME_PREFIX = base + "."
+        """Span name will end with app name."""
+
+        APP_NAME = base + ".app_name"
+        """Name of the app for whom this is the root."""
+
+        APP_VERSION = base + ".app_version"
+        """Version of the app for whom this is the root."""
+
+        APP_ID = base + ".app_id"
+
+        RECORD_ID = base + ".record_id"
+
+        TOTAL_COST = base + ".total_cost"
+        """Total cost of the record.
+
+        Note that child spans might include cost type spans. This is the sum of
+        all those costs.
+        """
+
+        MAIN_INPUT = base + ".main_input"
+        """Main input to the app."""
+
+        MAIN_OUTPUT = base + ".main_output"
+        """Main output of the app."""
+
+        MAIN_ERROR = base + ".main_error"
+        """Main error of the app.
+
+        Exclusive with main output.
+        """
+
+    class EVAL_ROOT:
+        """Attributes for the root span of a feedback evaluation.
+
+        Includes most of the fields carried over from
+        [trulens.core.schema.feedback.FeedbackResult][trulens.core.schema.feedback.FeedbackResult].
+        """
+
+        base = "trulens.eval_root"
+
+        TARGET_RECORD_ID = base + ".target_record_id"
+        """Record id of the record being evaluated."""
+
+        TARGET_TRACE_ID = base + ".target_trace_id"
+        """Trace id of the root span of the record being evaluated."""
+
+        TARGET_SPAN_ID = base + ".target_span_id"
+        """Span id of the root span of the record being evaluated."""
+
+        FEEDBACK_NAME = base + ".feedback_name"
+        """Name of the feedback definition being evaluated."""
+
+        FEEDBACK_DEFINITION_ID = base + ".feedback_definition_id"
+        """Id of the feedback definition being evaluated."""
+
+        STATUS = base + ".status"
+        """Status of the evaluation.
+
+        See [trulens.core.schema.feedback.FeedbackResult.status][trulens.core.schema.feedback.FeedbackResult.status] for values.
+        """
+
+        TOTAL_COST = base + ".total_cost"
+        """Cost of the evaluation.
+
+        Note that sub spans might contain cost type spans. This is the sum of
+        all those costs."""
+
+        ERROR = base + ".error"
+        """Error raised during evaluation."""
+
+    class COST:
+        """Attributes for spans with a cost."""
+
+        base = "trulens.cost"
+
+        COST = base + ".cost"
+        """Cost of the span.
+
+        JSONization of
+        [trulens.core.schema.base.Cost][trulens.core.schema.base.Cost].
+        """
+
+    class RECORD:
+        """Attributes for spans traced as part of a recording."""
+
+        base = "trulens.record"
+
+        APP_IDS = base + ".app_ids"
+        """Ids of apps that were tracing this span."""
+
+        RECORD_IDS = base + ".record_ids"
+        """Map of app id to record id."""
+
+    class CALL:
+        """Instrumented method call attributes."""
+
+        base = "trulens.call"
+
+        SPAN_NAME_PREFIX = base + "."
+        """Span name will end with the function name."""
+
+        CALL_ID = base + ".call_id"
+        """Unique identifier for the call."""
+
+        STACK = base + ".stack"
+        """Call stack."""
+
+        SIGNATURE = base + ".signature"
+        """Signature of the function being tracked.
+
+        Serialization of[inspect.Signature][inspect.Signature]."""
+
+        FUNCTION = base + ".function"
+        """Function being tracked.
+
+        Serialized from
+        [trulens.core.utils.pyschema.FunctionOrMethod][trulens.core.utils.pyschema.FunctionOrMethod]."""
+
+        CLASS = base + ".class"
+        """Class owning this function if it is a method.
+
+        Serialized from
+        [trulens.core.utils.pyschema.Class][trulens.core.utils.pyschema.Class]."""
+
+        ARGS = base + ".args"
+        """Arguments of the function.
+
+        Serialized using
+        [trulens.core.utils.json.jsonify][trulens.core.utils.json.jsonify]. If
+        the function was a method, self will NOT be included in this list.
+        """
+
+        KWARGS = base + ".kwargs"
+        """Keyword arguments of the function.
+
+        Serialized using [trulens.core.utils.json.jsonify][trulens.core.utils.json.jsonify].
+        """
+
+        BOUND_ARGUMENTS = base + ".bound_arguments"
+        """Bindings of the function if arguments were able to be bound.
+
+        Self is not included. Serialized from
+        [trulens.core.utils.pyschema.BoundArguments][trulens.core.utils.pyschema.BoundArguments].
+        """
+
+        RETURN = base + ".return"
+        """Return value of the function if it executed without error.
+
+        Serialized using [trulens.core.utils.json.jsonify][trulens.core.utils.json.jsonify].
+        """
+
+        ERROR = base + ".error"
+        """Error raised by the function if it executed with an error.
+
+        Serialized using [str][builtins.str].
+        """
+
+        # TODO: move to ResourceAttributes
+        PROCESS_ID = otel_ResourceAttributes.PROCESS_PID
+        """Process ID.
+
+        Integer.
+        """
+
+        THREAD_ID = otel_SpanAttributes.THREAD_ID
+        """Thread ID.
+
+        Integer.
+        """
+
+    class RETRIEVAL:
+        """A retrieval."""
+
+        base = "trulens.sem.retrieval"
+
+        QUERY_TEXT = base + ".query_text"
+        """Input text whose related contexts are being retrieved."""
+
+        QUERY_EMBEDDING = base + ".query_embedding"
+        """Embedding of the input text."""
+
+        DISTANCE_TYPE = base + ".distance_type"
+        """Distance function used for ranking contexts."""
+
+        NUM_CONTEXTS = base + ".num_contexts"
+        """The number of contexts requested, not necessarily retrieved."""
+
+        RETRIEVED_CONTEXTS = base + ".retrieved_contexts"
+        """The retrieved contexts."""
+
+        RETRIEVED_SCORES = base + ".retrieved_scores"
+        """The scores of the retrieved contexts."""
+
+        RETRIEVED_EMBEDDINGS = base + ".retrieved_embeddings"
+        """The embeddings of the retrieved contexts."""
+
+    class RERANKING:
+        """A reranker call."""
+
+        base = "trulens.sem.reranking"
+
+        QUERY_TEXT = base + ".query_text"
+        """The query text."""
+
+        MODEL_NAME = base + ".model_name"
+        """The model name of the reranker."""
+
+        TOP_N = base + ".top_n"
+        """The number of contexts to rerank."""
+
+        INPUT_CONTEXT_TEXTS = base + ".input_context_texts"
+        """The contexts being reranked."""
+
+        INPUT_CONTEXT_SCORES = base + ".input_context_scores"
+        """The scores of the input contexts."""
+
+        OUTPUT_RANKS = base + ".output_ranks"
+        """Reranked indexes into `input_context_texts`."""
+
+    class GENERATION:
+        base = "trulens.sem.generation"
+
+        # GEN_AI_*
+
+        MODEL_NAME = base + ".model_name"
+        """The model name of the LLM."""
+        # GEN_AI_REQUEST_MODEL
+        # GEN_AI_RESPONSE_MODEL ?
+
+        MODEL_TYPE = base + ".model_type"
+        """The type of model used."""
+
+        INPUT_TOKEN_COUNT = base + ".input_token_count"
+        """The number of tokens in the input."""
+        # GEN_AI_USAGE_INPUT_TOKENS
+
+        INPUT_MESSAGES = base + ".input_messages"
+        """The prompt given to the LLM."""
+        # GEN_AI_PROMPT
+
+        OUTPUT_TOKEN_COUNT = base + ".output_token_count"
+        """The number of tokens in the output."""
+        # GEN_AI_USAGE_OUTPUT_TOKENS
+
+        OUTPUT_MESSAGES = base + ".output_messages"
+        """The returned text."""
+
+        TEMPERATURE = base + ".temperature"
+        """The temperature used for generation."""
+        # GEN_AI_REQUEST_TEMPERATURE
+
+        COST = base + ".cost"
+        """The cost of the generation."""
+
+    class MEMORIZATION:
+        """A memory saving call."""
+
+        base = "trulens.sem.memorization"
+
+        MEMORY_TYPE = base + ".memory_type"
+        """The type of memory."""
+
+        REMEMBERED = base + ".remembered"
+        """The text being integrated into the memory in this span."""
+
+    class EMBEDDING:
+        """An embedding call."""
+
+        base = "trulens.sem.embedding"
+
+        INPUT_TEXT = base + ".input_text"
+        """The text being embedded."""
+
+        MODEL_NAME = base + ".model_name"
+        """The model name of the embedding model."""
+
+        EMBEDDING = base + ".embedding"
+        """The embedding of the input text."""
+
+    class TOOL_INVOCATION:
+        """A tool invocation."""
+
+        base = "trulens.sem.tool_invocation"
+
+        DESCRIPTION = base + ".description"
+        """The description of the tool."""
+
+    class AGENT_INVOCATION:
+        """An agent invocation."""
+
+        base = "trulens.sem.agent_invocation"
+
+        DESCRIPTION = base + ".description"
+        """The description of the agent."""
diff --git a/tests/e2e/data/staged_packages.ipynb b/tests/e2e/data/staged_packages.ipynb
index 2cae82798..0b2bf1602 100644
--- a/tests/e2e/data/staged_packages.ipynb
+++ b/tests/e2e/data/staged_packages.ipynb
@@ -25,6 +25,7 @@
     "    \"trulens-core\",\n",
     "    \"trulens-feedback\",\n",
     "    \"trulens-providers-cortex\",\n",
+    "    \"trulens-semconv\",\n",
     "]\n",
     "STAGE_NAME = \"TRULENS_PACKAGES_STAGE\"\n",
     "\n",
@@ -109,6 +110,17 @@
     "print(trulens.providers.cortex.__version__)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import trulens.semconv\n",
+    "\n",
+    "print(trulens.semconv.__version__)"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
diff --git a/tests/e2e/test_context_variables.py b/tests/e2e/test_context_variables.py
index ba29cff20..f9ce3a505 100644
--- a/tests/e2e/test_context_variables.py
+++ b/tests/e2e/test_context_variables.py
@@ -29,7 +29,9 @@ def setUp(self):
             connection_parameters
         ).create()
         connector = SnowflakeConnector(
-            **connection_parameters, init_server_side=True
+            **connection_parameters,
+            init_server_side=True,
+            init_server_side_with_staged_packages=True,
         )
         self._session = TruSession(connector=connector)
 
diff --git a/zip_wheels.sh b/zip_wheels.sh
index d47f8b787..592e5fada 100755
--- a/zip_wheels.sh
+++ b/zip_wheels.sh
@@ -42,3 +42,4 @@ zip_wheel trulens-core ${OUTPUT_DIRECTORY}/trulens-core.zip
 zip_wheel trulens-dashboard ${OUTPUT_DIRECTORY}/trulens-dashboard.zip
 zip_wheel trulens-feedback ${OUTPUT_DIRECTORY}/trulens-feedback.zip
 zip_wheel trulens-providers-cortex ${OUTPUT_DIRECTORY}/trulens-providers-cortex.zip
+zip_wheel trulens-semconv ${OUTPUT_DIRECTORY}/trulens-semconv.zip