From 6a971c1d8ce1757986b40a0fc7a6ab601710ecb4 Mon Sep 17 00:00:00 2001
From: Jacob Silva <jacob.silva@regulated.cloud>
Date: Wed, 30 Aug 2023 00:06:34 +0800
Subject: [PATCH] Observability

---
 langcontroller/processors/__init__.py         |   6 +-
 langcontroller/processors/marvin.py           |  92 ++-
 .../append_asset-no-source_class.py.j2        |   4 +-
 .../append_asset-with-source_class.py.j2      |   4 +-
 .../features/create_features_file.py.j2       |   4 +-
 .../append_asset-no-source_function.py.j2     |   3 +-
 .../append_asset-with-source_function.py.j2   |   5 +-
 .../pipeline/create_pipeline_file.py.j2       |   1 -
 .../top_level/create_pyproject_file.toml.j2   |  13 +-
 poetry.lock                                   | 550 ++++++++++++++++--
 pyproject.toml                                |  10 +-
 tox.ini                                       |   2 +-
 12 files changed, 610 insertions(+), 84 deletions(-)

diff --git a/langcontroller/processors/__init__.py b/langcontroller/processors/__init__.py
index 657ec0a..e43e6e7 100644
--- a/langcontroller/processors/__init__.py
+++ b/langcontroller/processors/__init__.py
@@ -1,4 +1,4 @@
 """LangController Controllers."""
-from langcontroller.processors.base import *
-from langcontroller.processors.llama import *
-from langcontroller.processors.marvin import *
+from langcontroller.processors.base import StructuredLLMOutputBase
+from langcontroller.processors.llama import LlamaStructuredLLMOutput
+from langcontroller.processors.marvin import MarvinStructuredLLMOutput
diff --git a/langcontroller/processors/marvin.py b/langcontroller/processors/marvin.py
index 7a1638b..33d3e64 100644
--- a/langcontroller/processors/marvin.py
+++ b/langcontroller/processors/marvin.py
@@ -1,17 +1,46 @@
+# -*- coding: utf-8 -*-
 """Marvin Controller Module.
 
-This module contains the MarvinController class, which is a subclass of
-the LangController class.
+This module contains the MarvinStructuredLLMOutput class, which is a
+subclass of the StructuredLLMOutputBase class.
 """
 from dataclasses import dataclass
+from typing import Callable
 
 import pydantic
+from opentelemetry import metrics
+from opentelemetry.sdk.metrics import MeterProvider
+from opentelemetry.sdk.metrics.export import InMemoryMetricReader
+from loguru import logger
 
 from langcontroller.processors.base import (
     StructuredLLMOutputBase,
     OutputModel,
 )
 
+metric_reader = InMemoryMetricReader()
+provider = MeterProvider(metric_readers=[metric_reader])
+metrics.set_meter_provider(provider)
+meter = metrics.get_meter(__name__)
+
+prompt_render_counter = meter.create_counter(
+    "prompt.render.counter",
+    unit="1",
+    description="Counts the number of times a prompt is rendered",
+)
+
+structured_llm_output_counter = meter.create_counter(
+    "structured.llm.output.counter",
+    unit="1",
+    description="Counts the number of times a structured llm output completes successfully",
+)
+
+structured_llm_model_counter = meter.create_counter(
+    "structured.llm.model.counter",
+    unit="1",
+    description="Counts the number of times a structured llm model is executed",
+)
+
 
 @dataclass
 class MarvinStructuredLLMOutput(StructuredLLMOutputBase):
@@ -26,8 +55,65 @@ def apply(self, **kwargs) -> OutputModel:
         Returns:
             `pydantic.main.ModelMetaclass`: The output model
         """
+
+        def processor_filter() -> Callable[[], bool]:
+            """Processor Filter.
+
+            Returns:
+                Callable[[], bool]: The filter function
+            """
+
+            def is_processor(record) -> bool:
+                """Is Processor.
+
+                Args:
+                    record (dict): The loguru record
+
+                Returns:
+                    bool: True if the record is a processor, False otherwise
+                """
+                if all(
+                    [
+                        record.get("extra", False),
+                        record["extra"].get("model", False),
+                        record["extra"].get("prompt_template", False),
+                    ]
+                ):
+                    return True
+
+            return is_processor
+
+        logger.add(
+            f"logs/processors/{self.__class__.__name__}.log",
+            rotation="10 MB",
+            filter=processor_filter(),
+            format="{time} | {level} | app.models.{extra[model]} | {extra[prompt_template]}.j2 | {message}",
+        )
+        context_logger = logger.bind(
+            model=self.output_model.__name__, prompt_template=self.prompt_template
+        )
+        context_logger.debug("Applying MarvinStructuredLLMOutput...")
+
+        context_logger.debug("Redering prompt_template...")
         prompt = self.get_rendered_prompt(
             prompt_template=self.prompt_template, **kwargs
         )
+        context_logger.debug("Prompt rendered")
+        prompt_render_counter.add(1, {"prompt.template": self.prompt_template})
+
+        context_logger.debug("Submitting prompt to model for LLM processing...")
+        output: OutputModel = self.output_model(prompt)
+        context_logger.debug("Processing complete")
+        for attribute in output.__fields__:
+            context_logger.debug(
+                f"{output.__class__.__name__}.{attribute}: {getattr(output, attribute)}"
+            )
 
-        return self.output_model(prompt)
+        structured_llm_model_counter.add(
+            1, {"structured.llm.model": self.output_model.__name__}
+        )
+
+        structured_llm_output_counter.add(
+            1, {"structured.llm.output": self.__class__.__name__}
+        )
+        return output
diff --git a/langcontroller/templates/features/append_asset-no-source_class.py.j2 b/langcontroller/templates/features/append_asset-no-source_class.py.j2
index e7d42ca..b5563d2 100644
--- a/langcontroller/templates/features/append_asset-no-source_class.py.j2
+++ b/langcontroller/templates/features/append_asset-no-source_class.py.j2
@@ -14,14 +14,14 @@ def create_{{ target_action_underscore_name }}() -> {{ target_action_python_name
     Returns:
         `app.models.{{ target_action_python_name }}`: The {{ target_action_human_name }}
     """
-    print("Creating {{ target_action_human_name }}...")
+    logger.info("Creating {{ target_action_human_name }}...")
 
     model: {{ target_action_python_name }} = {{ controller_type }}StructuredLLMOutput(
         prompt_template="{{ prompt_name }}",
         output_model={{ target_action_python_name }},
     ).apply()
 
-    print(model.json(indent=2))
+    logger.info("Created {{ target_action_human_name }}.")
 
     return model
 
diff --git a/langcontroller/templates/features/append_asset-with-source_class.py.j2 b/langcontroller/templates/features/append_asset-with-source_class.py.j2
index 3b8408c..e2b06ba 100644
--- a/langcontroller/templates/features/append_asset-with-source_class.py.j2
+++ b/langcontroller/templates/features/append_asset-with-source_class.py.j2
@@ -20,14 +20,14 @@ def create_{{ target_action_underscore_name }}(
     Returns:
         `app.models.{{ target_action_python_name }}`: The {{ target_action_human_name }}
     """
-    print("Creating {{ target_action_human_name }}...")
+    logger.info("Creating {{ target_action_human_name }}...")
 
     model: {{ target_action_python_name }} = {{ controller_type }}StructuredLLMOutput(
         prompt_template="{{ prompt_name }}",
         output_model={{ target_action_python_name }},
     ).apply({{ source_action_underscore_name }}={{ source_action_underscore_name }})
 
-    print(model.json(indent=2))
+    logger.info("Created {{ target_action_human_name }}.")
 
     return model
 
diff --git a/langcontroller/templates/features/create_features_file.py.j2 b/langcontroller/templates/features/create_features_file.py.j2
index da4a4c1..afabd7d 100644
--- a/langcontroller/templates/features/create_features_file.py.j2
+++ b/langcontroller/templates/features/create_features_file.py.j2
@@ -27,10 +27,12 @@ Patterns:
 """
 import typer
 from fastapi import FastAPI
-from rich import print
+from loguru import logger
 from langcontroller.processors import *
 from app.models import *
 
+logger.add("logs/app/features.log", rotation="10 MB")
+
 api_app = FastAPI()
 
 cli_app = typer.Typer(rich_markup_mode="rich")
diff --git a/langcontroller/templates/pipeline/append_asset-no-source_function.py.j2 b/langcontroller/templates/pipeline/append_asset-no-source_function.py.j2
index bc4760b..d0b7b8b 100644
--- a/langcontroller/templates/pipeline/append_asset-no-source_function.py.j2
+++ b/langcontroller/templates/pipeline/append_asset-no-source_function.py.j2
@@ -1,8 +1,7 @@
 @asset
 def {{ target_action_underscore_name }}(context: AssetExecutionContext) -> str:
     """Creates a {{ target_action_human_name }}."""
-    logger = get_dagster_logger()
-    logger.info(f"Materializing {{ target_action_human_name }}...")
+    context.log.info("Materializing {{ target_action_human_name }}...")
 
     my_{{ target_action_underscore_name }} = create_{{ target_action_underscore_name }}()
 
diff --git a/langcontroller/templates/pipeline/append_asset-with-source_function.py.j2 b/langcontroller/templates/pipeline/append_asset-with-source_function.py.j2
index 92e368a..48b0c4c 100644
--- a/langcontroller/templates/pipeline/append_asset-with-source_function.py.j2
+++ b/langcontroller/templates/pipeline/append_asset-with-source_function.py.j2
@@ -3,9 +3,8 @@ def {{ target_action_underscore_name }}(
     context: AssetExecutionContext, {{ source_action_underscore_name }}: str
 ) -> str:
     """Creates a {{ target_action_human_name }}."""
-    logger = get_dagster_logger()
-    logger.info(f"Materializing {{ target_action_human_name }}...")
-    logger.info(f"Sourcing {{ source_action_human_name }}: {% raw %}{{% endraw %}{{ source_action_underscore_name }}{% raw %}}{% endraw %}")
+    context.log.info("Materializing {{ target_action_human_name }}...")
+    context.log.info(f"Sourcing {{ source_action_human_name }}: {% raw %}{{% endraw %}{{ source_action_underscore_name }}{% raw %}}{% endraw %}")
 
     my_{{ target_action_underscore_name }} = create_{{ target_action_underscore_name }}(
         {{ source_action_underscore_name }}={{ source_action_underscore_name }}
diff --git a/langcontroller/templates/pipeline/create_pipeline_file.py.j2 b/langcontroller/templates/pipeline/create_pipeline_file.py.j2
index 5b26dcf..c3c74b4 100644
--- a/langcontroller/templates/pipeline/create_pipeline_file.py.j2
+++ b/langcontroller/templates/pipeline/create_pipeline_file.py.j2
@@ -6,7 +6,6 @@ This module defines the following Dagster items:
 """
 from dagster import (
     asset,
-    get_dagster_logger,
     AssetExecutionContext,
 )
 from app.features import *
diff --git a/langcontroller/templates/top_level/create_pyproject_file.toml.j2 b/langcontroller/templates/top_level/create_pyproject_file.toml.j2
index 156bd81..88dffff 100644
--- a/langcontroller/templates/top_level/create_pyproject_file.toml.j2
+++ b/langcontroller/templates/top_level/create_pyproject_file.toml.j2
@@ -8,12 +8,21 @@ readme = "README.md"
 [tool.poetry.dependencies]
 python = "^3.10"
 jinja2 = "^3.1.2"
-typer = { extras = ["all"], version = "^0.9.0" }
+loguru = "^0.7.0"
+opentelemetry-api = "^1.19.0"
+opentelemetry-distro = "^0.40b0"
+opentelemetry-exporter-otlp = "^1.19.0"
+opentelemetry-instrumentation-fastapi = "^0.40b0"
+opentelemetry-sdk = "^1.19.0"
 python-slugify = "^8.0.1"
+typer = { extras = ["all"], version = "^0.9.0" }
 
 [tool.poetry.group.marvin.dependencies]
 marvin = "^1.3.0"
 
+[tool.poetry.group.llama.dependencies]
+llama-index = "^0.8.12"
+
 [tool.poetry.group.dev.dependencies]
 pytest = "^7.4.0"
 bandit = { extras = ["toml"], version = "^1.7.5" }
@@ -21,6 +30,8 @@ black = "^23.7.0"
 docformatter = "^1.7.5"
 hypothesis = "^6.82.6"
 loguru = "^0.7.0"
+opentelemetry-distro = "^0.40b0"
+opentelemetry-exporter-otlp = "^1.19.0"
 pdoc = "^14.0.0"
 pydocstyle = { extras = ["toml"], version = "^6.3.0" }
 
diff --git a/poetry.lock b/poetry.lock
index 5999c7e..f74a193 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -176,6 +176,23 @@ doc = ["Sphinx", "packaging", "sphinx-autodoc-typehints (>=1.2.0)", "sphinx-rtd-
 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]]
+name = "asgiref"
+version = "3.7.2"
+description = "ASGI specs, helper code, and adapters"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "asgiref-3.7.2-py3-none-any.whl", hash = "sha256:89b2ef2247e3b562a16eef663bc0e2e703ec6468e2fa8a5cd61cd449786d4f6e"},
+    {file = "asgiref-3.7.2.tar.gz", hash = "sha256:9e0ce3aa93a819ba5b45120216b23878cf6e8525eb3848653452b4192b92afed"},
+]
+
+[package.dependencies]
+typing-extensions = {version = ">=4", markers = "python_version < \"3.11\""}
+
+[package.extras]
+tests = ["mypy (>=0.800)", "pytest", "pytest-asyncio"]
+
 [[package]]
 name = "async-timeout"
 version = "4.0.3"
@@ -456,13 +473,13 @@ python-dateutil = "*"
 
 [[package]]
 name = "dagster"
-version = "1.4.7"
+version = "1.4.10"
 description = "Dagster is an orchestration platform for the development, production, and observation of data assets."
 optional = false
 python-versions = "*"
 files = [
-    {file = "dagster-1.4.7-py3-none-any.whl", hash = "sha256:e7b1dcedaf880d9751a10631fbaee5ef3d7b448f41daeee8bad5bf24ebfbb8ed"},
-    {file = "dagster-1.4.7.tar.gz", hash = "sha256:ae850f428abcb3e9f8c0b6c0c6bbad2c2cc50a518338c0f0fa6a78a43c5e1b67"},
+    {file = "dagster-1.4.10-py3-none-any.whl", hash = "sha256:342a0e15fd2b23357957a1cca2f56c66f18f9a2211bd843d8c47ac0415a54a83"},
+    {file = "dagster-1.4.10.tar.gz", hash = "sha256:026705e7d235ca4a8774d3e5f2da09b112bb6827e09a002efd299d9009cc940f"},
 ]
 
 [package.dependencies]
@@ -505,17 +522,17 @@ test = ["buildkite-test-collector", "docker", "grpcio-tools (>=1.44.0)", "mock (
 
 [[package]]
 name = "dagster-graphql"
-version = "1.4.7"
+version = "1.4.10"
 description = "The GraphQL frontend to python dagster."
 optional = false
 python-versions = "*"
 files = [
-    {file = "dagster-graphql-1.4.7.tar.gz", hash = "sha256:9415e9de668de67a34b050bcb7a613dc98f16671ffeaf58c68452724c0a3027f"},
-    {file = "dagster_graphql-1.4.7-py3-none-any.whl", hash = "sha256:8955ceff82e25e32174db5ba4fb3a48e969955a4b349f621f368e5e2d0a0058e"},
+    {file = "dagster-graphql-1.4.10.tar.gz", hash = "sha256:ea216e2e5bf1d1e5934b3bd5fde4b731dab9963fbd3dc0f89a0063347efa7426"},
+    {file = "dagster_graphql-1.4.10-py3-none-any.whl", hash = "sha256:ed4478d0cf626c52262776b9a6b5f4188d5eba746a2d90caea00f3492ead3781"},
 ]
 
 [package.dependencies]
-dagster = "1.4.7"
+dagster = "1.4.10"
 gql = {version = ">=3.0.0", extras = ["requests"]}
 graphene = ">=3"
 requests = "*"
@@ -524,19 +541,19 @@ urllib3 = "<2.0.0"
 
 [[package]]
 name = "dagster-webserver"
-version = "1.4.7"
+version = "1.4.10"
 description = "Web UI for dagster."
 optional = false
 python-versions = "*"
 files = [
-    {file = "dagster_webserver-1.4.7-py3-none-any.whl", hash = "sha256:d17f5f54c68d2282645074121001efeb8f2dec3c43e4fb810f3786c0bf5e6455"},
-    {file = "dagster_webserver-1.4.7.tar.gz", hash = "sha256:cc5f2f9508aabdda2ba0906d116f093db90fd9a84242195de334d402d0bae102"},
+    {file = "dagster_webserver-1.4.10-py3-none-any.whl", hash = "sha256:be30e464c86bc2dec4e525291c253c917c89b1eba46be54fd988a7b1b0ba2422"},
+    {file = "dagster_webserver-1.4.10.tar.gz", hash = "sha256:0eaf2f954199b1480a92b99f6829f6dd50fc8df8454ca4d881289a430984d994"},
 ]
 
 [package.dependencies]
 click = ">=7.0,<9.0"
-dagster = "1.4.7"
-dagster-graphql = "1.4.7"
+dagster = "1.4.10"
+dagster-graphql = "1.4.10"
 starlette = "*"
 uvicorn = {version = "*", extras = ["standard"]}
 
@@ -563,6 +580,23 @@ typing-inspect = ">=0.4.0"
 [package.extras]
 dev = ["flake8", "hypothesis", "ipython", "mypy (>=0.710)", "portray", "pytest (>=7.2.0)", "setuptools", "simplejson", "twine", "types-dataclasses", "wheel"]
 
+[[package]]
+name = "deprecated"
+version = "1.2.14"
+description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+files = [
+    {file = "Deprecated-1.2.14-py2.py3-none-any.whl", hash = "sha256:6fac8b097794a90302bdbb17b9b815e732d3c4720583ff1b198499d78470466c"},
+    {file = "Deprecated-1.2.14.tar.gz", hash = "sha256:e5323eb936458dccc2582dc6f9c322c852a775a27065ff2b0c4970b9d53d01b3"},
+]
+
+[package.dependencies]
+wrapt = ">=1.10,<2"
+
+[package.extras]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
+
 [[package]]
 name = "docformatter"
 version = "1.7.5"
@@ -608,13 +642,13 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "fastapi"
-version = "0.101.1"
+version = "0.103.0"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "fastapi-0.101.1-py3-none-any.whl", hash = "sha256:aef5f8676eb1b8389952e1fe734abe20f04b71f6936afcc53b320ba79b686a4b"},
-    {file = "fastapi-0.101.1.tar.gz", hash = "sha256:7b32000d14ca9992f7461117b81e4ef9ff0c07936af641b4fe40e67d5f9d63cb"},
+    {file = "fastapi-0.103.0-py3-none-any.whl", hash = "sha256:61ab72c6c281205dd0cbaccf503e829a37e0be108d965ac223779a8479243665"},
+    {file = "fastapi-0.103.0.tar.gz", hash = "sha256:4166732f5ddf61c33e9fa4664f73780872511e0598d4d5434b1816dc1e6d9421"},
 ]
 
 [package.dependencies]
@@ -758,6 +792,23 @@ files = [
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
+[[package]]
+name = "googleapis-common-protos"
+version = "1.60.0"
+description = "Common protobufs used in Google APIs"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "googleapis-common-protos-1.60.0.tar.gz", hash = "sha256:e73ebb404098db405ba95d1e1ae0aa91c3e15a71da031a2eeb6b2e23e7bc3708"},
+    {file = "googleapis_common_protos-1.60.0-py2.py3-none-any.whl", hash = "sha256:69f9bbcc6acde92cab2db95ce30a70bd2b81d20b12eff3f1aabaffcbe8a93918"},
+]
+
+[package.dependencies]
+protobuf = ">=3.19.5,<3.20.0 || >3.20.0,<3.20.1 || >3.20.1,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4.21.3 || >4.21.3,<4.21.4 || >4.21.4,<4.21.5 || >4.21.5,<5.0.0.dev0"
+
+[package.extras]
+grpc = ["grpcio (>=1.44.0,<2.0.0.dev0)"]
+
 [[package]]
 name = "gql"
 version = "3.4.1"
@@ -1095,13 +1146,13 @@ pyreadline3 = {version = "*", markers = "sys_platform == \"win32\" and python_ve
 
 [[package]]
 name = "hypothesis"
-version = "6.82.6"
+version = "6.82.7"
 description = "A library for property-based testing"
 optional = false
 python-versions = ">=3.8"
 files = [
-    {file = "hypothesis-6.82.6-py3-none-any.whl", hash = "sha256:e99c445140e43f1cceda07b569f2f2d920d95435c6b0e6b507b35b01bb025e9d"},
-    {file = "hypothesis-6.82.6.tar.gz", hash = "sha256:f52ac4180a16208224e3d648fbf0fef8b9ca24863ba4b41bfef30a78c42646bd"},
+    {file = "hypothesis-6.82.7-py3-none-any.whl", hash = "sha256:7950944b4a8b7610ab32d077a05e48bec30ecee7385e4d75eedd8120974b199e"},
+    {file = "hypothesis-6.82.7.tar.gz", hash = "sha256:06069ff2f18b530a253c0b853b9fae299369cf8f025b3ad3b86ee7131ecd3207"},
 ]
 
 [package.dependencies]
@@ -1136,6 +1187,25 @@ files = [
     {file = "idna-3.4.tar.gz", hash = "sha256:814f528e8dead7d329833b91c5faa87d60bf71824cd12a7530b5526063d02cb4"},
 ]
 
+[[package]]
+name = "importlib-metadata"
+version = "6.8.0"
+description = "Read metadata from Python packages"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "importlib_metadata-6.8.0-py3-none-any.whl", hash = "sha256:3ebb78df84a805d7698245025b975d9d67053cd94c79245ba4b3eb694abe68bb"},
+    {file = "importlib_metadata-6.8.0.tar.gz", hash = "sha256:dbace7892d8c0c4ac1ad096662232f831d4e64f4c4545bd53016a3e9d4654743"},
+]
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+perf = ["ipython"]
+testing = ["flufl.flake8", "importlib-resources (>=1.3)", "packaging", "pyfakefs", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-mypy (>=0.9.1)", "pytest-perf (>=0.9.2)", "pytest-ruff"]
+
 [[package]]
 name = "iniconfig"
 version = "2.0.0"
@@ -1269,6 +1339,24 @@ typing-extensions = ">=4.5.0"
 typing-inspect = ">=0.8.0"
 urllib3 = "<2"
 
+[[package]]
+name = "loguru"
+version = "0.7.0"
+description = "Python logging made (stupidly) simple"
+optional = false
+python-versions = ">=3.5"
+files = [
+    {file = "loguru-0.7.0-py3-none-any.whl", hash = "sha256:b93aa30099fa6860d4727f1b81f8718e965bb96253fa190fab2077aaad6d15d3"},
+    {file = "loguru-0.7.0.tar.gz", hash = "sha256:1612053ced6ae84d7959dd7d5e431a0532642237ec21f7fd83ac73fe539e03e1"},
+]
+
+[package.dependencies]
+colorama = {version = ">=0.3.4", markers = "sys_platform == \"win32\""}
+win32-setctime = {version = ">=1.0.0", markers = "sys_platform == \"win32\""}
+
+[package.extras]
+dev = ["Sphinx (==5.3.0)", "colorama (==0.4.5)", "colorama (==0.4.6)", "freezegun (==1.1.0)", "freezegun (==1.2.2)", "mypy (==v0.910)", "mypy (==v0.971)", "mypy (==v0.990)", "pre-commit (==3.2.1)", "pytest (==6.1.2)", "pytest (==7.2.1)", "pytest-cov (==2.12.1)", "pytest-cov (==4.0.0)", "pytest-mypy-plugins (==1.10.1)", "pytest-mypy-plugins (==1.9.3)", "sphinx-autobuild (==2021.3.14)", "sphinx-rtd-theme (==1.2.0)", "tox (==3.27.1)", "tox (==4.4.6)"]
+
 [[package]]
 name = "mako"
 version = "1.2.4"
@@ -1701,6 +1789,229 @@ dev = ["black (>=21.6b0,<22.0)", "pytest (==6.*)", "pytest-asyncio", "pytest-moc
 embeddings = ["matplotlib", "numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "plotly", "scikit-learn (>=1.0.2)", "scipy", "tenacity (>=8.0.1)"]
 wandb = ["numpy", "openpyxl (>=3.0.7)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)", "wandb"]
 
+[[package]]
+name = "opentelemetry-api"
+version = "1.19.0"
+description = "OpenTelemetry Python API"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_api-1.19.0-py3-none-any.whl", hash = "sha256:dcd2a0ad34b691964947e1d50f9e8c415c32827a1d87f0459a72deb9afdf5597"},
+    {file = "opentelemetry_api-1.19.0.tar.gz", hash = "sha256:db374fb5bea00f3c7aa290f5d94cea50b659e6ea9343384c5f6c2bb5d5e8db65"},
+]
+
+[package.dependencies]
+deprecated = ">=1.2.6"
+importlib-metadata = ">=6.0,<7.0"
+
+[[package]]
+name = "opentelemetry-distro"
+version = "0.40b0"
+description = "OpenTelemetry Python Distro"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_distro-0.40b0-py3-none-any.whl", hash = "sha256:2fd0f1615d9122ff008feecffa27f213364929fc67632bb2feb7eef734434323"},
+    {file = "opentelemetry_distro-0.40b0.tar.gz", hash = "sha256:1502c90219080ab29ae39e310bd9bf025c1265b1da06aac0c9ea44f93aa5f0ff"},
+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.12,<2.0"
+opentelemetry-instrumentation = "0.40b0"
+opentelemetry-sdk = ">=1.13,<2.0"
+
+[package.extras]
+otlp = ["opentelemetry-exporter-otlp (==1.19.0)"]
+
+[[package]]
+name = "opentelemetry-exporter-otlp"
+version = "1.19.0"
+description = "OpenTelemetry Collector Exporters"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_exporter_otlp-1.19.0-py3-none-any.whl", hash = "sha256:5316ffc754d5a4fb4faaa811a837593edd680bed429fd7c10d898e45f4946903"},
+    {file = "opentelemetry_exporter_otlp-1.19.0.tar.gz", hash = "sha256:2d4b066180452b8e74a0a598d98901769148a0fe17900c70aca37d3c7c4e8aaa"},
+]
+
+[package.dependencies]
+opentelemetry-exporter-otlp-proto-grpc = "1.19.0"
+opentelemetry-exporter-otlp-proto-http = "1.19.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-common"
+version = "1.19.0"
+description = "OpenTelemetry Protobuf encoding"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_common-1.19.0-py3-none-any.whl", hash = "sha256:792d5496ecfebaf4f56b2c434c5e2823f88ffaeb5dcd272ea423b249fd52bded"},
+    {file = "opentelemetry_exporter_otlp_proto_common-1.19.0.tar.gz", hash = "sha256:c13d02a31dec161f8910d96db6b58309af17d92b827c64284bf85eec3f2d7297"},
+]
+
+[package.dependencies]
+opentelemetry-proto = "1.19.0"
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-grpc"
+version = "1.19.0"
+description = "OpenTelemetry Collector Protobuf over gRPC Exporter"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.19.0-py3-none-any.whl", hash = "sha256:ae2a6484d12ba4d0f1096c4565193c1c27a951a9d2b10a9a84da3e1f866e84d6"},
+    {file = "opentelemetry_exporter_otlp_proto_grpc-1.19.0.tar.gz", hash = "sha256:e69261b4da8cbaa42d9b5f1cff4fcebbf8a3c02f85d69a8aea698312084f4180"},
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+[package.dependencies]
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+deprecated = ">=1.2.6"
+googleapis-common-protos = ">=1.52,<2.0"
+grpcio = ">=1.0.0,<2.0.0"
+opentelemetry-api = ">=1.15,<2.0"
+opentelemetry-exporter-otlp-proto-common = "1.19.0"
+opentelemetry-proto = "1.19.0"
+opentelemetry-sdk = ">=1.19.0,<1.20.0"
+
+[package.extras]
+test = ["pytest-grpc"]
+
+[[package]]
+name = "opentelemetry-exporter-otlp-proto-http"
+version = "1.19.0"
+description = "OpenTelemetry Collector Protobuf over HTTP Exporter"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "opentelemetry_exporter_otlp_proto_http-1.19.0.tar.gz", hash = "sha256:7c8d2c1268cef4d9c1b13a1399f510e3c3dbb88c52f54597d487a128a23b681e"},
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+deprecated = ">=1.2.6"
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+opentelemetry-proto = "1.19.0"
+opentelemetry-sdk = ">=1.19.0,<1.20.0"
+requests = ">=2.7,<3.0"
+
+[package.extras]
+test = ["responses (==0.22.0)"]
+
+[[package]]
+name = "opentelemetry-instrumentation"
+version = "0.40b0"
+description = "Instrumentation Tools & Auto Instrumentation for OpenTelemetry Python"
+optional = false
+python-versions = ">=3.7"
+files = [
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+]
+
+[package.dependencies]
+opentelemetry-api = ">=1.4,<2.0"
+setuptools = ">=16.0"
+wrapt = ">=1.0.0,<2.0.0"
+
+[[package]]
+name = "opentelemetry-instrumentation-asgi"
+version = "0.40b0"
+description = "ASGI instrumentation for OpenTelemetry"
+optional = false
+python-versions = ">=3.7"
+files = [
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+[package.dependencies]
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+opentelemetry-instrumentation = "0.40b0"
+opentelemetry-semantic-conventions = "0.40b0"
+opentelemetry-util-http = "0.40b0"
+
+[package.extras]
+instruments = ["asgiref (>=3.0,<4.0)"]
+test = ["opentelemetry-instrumentation-asgi[instruments]", "opentelemetry-test-utils (==0.40b0)"]
+
+[[package]]
+name = "opentelemetry-instrumentation-fastapi"
+version = "0.40b0"
+description = "OpenTelemetry FastAPI Instrumentation"
+optional = false
+python-versions = ">=3.7"
+files = [
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+[package.dependencies]
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+opentelemetry-instrumentation-asgi = "0.40b0"
+opentelemetry-semantic-conventions = "0.40b0"
+opentelemetry-util-http = "0.40b0"
+
+[package.extras]
+instruments = ["fastapi (>=0.58,<1.0)"]
+test = ["httpx (>=0.22,<1.0)", "opentelemetry-instrumentation-fastapi[instruments]", "opentelemetry-test-utils (==0.40b0)", "requests (>=2.23,<3.0)"]
+
+[[package]]
+name = "opentelemetry-proto"
+version = "1.19.0"
+description = "OpenTelemetry Python Proto"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_proto-1.19.0-py3-none-any.whl", hash = "sha256:d06391cb5fa0fab111b42d3adf5f22683748745bd8f59ed4acfd93cfd252b960"},
+    {file = "opentelemetry_proto-1.19.0.tar.gz", hash = "sha256:be53205622d85ecd37ebbf764aed907d87620a45eae638860cb5a778bf900c04"},
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+
+[package.dependencies]
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+
+[[package]]
+name = "opentelemetry-sdk"
+version = "1.19.0"
+description = "OpenTelemetry Python SDK"
+optional = false
+python-versions = ">=3.7"
+files = [
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+    {file = "opentelemetry_sdk-1.19.0.tar.gz", hash = "sha256:765928956262c7a7766eaba27127b543fb40ef710499cad075f261f52163a87f"},
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+
+[package.dependencies]
+opentelemetry-api = "1.19.0"
+opentelemetry-semantic-conventions = "0.40b0"
+typing-extensions = ">=3.7.4"
+
+[[package]]
+name = "opentelemetry-semantic-conventions"
+version = "0.40b0"
+description = "OpenTelemetry Semantic Conventions"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_semantic_conventions-0.40b0-py3-none-any.whl", hash = "sha256:7ebbaf86755a0948902e68637e3ae516c50222c30455e55af154ad3ffe283839"},
+    {file = "opentelemetry_semantic_conventions-0.40b0.tar.gz", hash = "sha256:5a7a491873b15ab7c4907bbfd8737645cc87ca55a0a326c1755d1b928d8a0fae"},
+]
+
+[[package]]
+name = "opentelemetry-util-http"
+version = "0.40b0"
+description = "Web util for OpenTelemetry"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "opentelemetry_util_http-0.40b0-py3-none-any.whl", hash = "sha256:7e071110b724a24d70de7441aeb4541bf8495ba5f5c33927e6b806d597379d0f"},
+    {file = "opentelemetry_util_http-0.40b0.tar.gz", hash = "sha256:47d93efa1bb6c71954a5c6ae29a9546efae77f6875dc6c807a76898e0d478b80"},
+]
+
 [[package]]
 name = "packaging"
 version = "23.1"
@@ -1851,13 +2162,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "pluggy"
-version = "1.2.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1866,24 +2177,24 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "protobuf"
-version = "4.24.1"
+version = "4.24.2"
 description = ""
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -2710,13 +3021,13 @@ files = [
 
 [[package]]
 name = "universal-pathlib"
-version = "0.1.1"
+version = "0.1.2"
 description = "pathlib api extended to use fsspec backends"
 optional = false
 python-versions = ">=3.8"
 files = [
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 [package.dependencies]
@@ -2863,33 +3174,33 @@ watchmedo = ["PyYAML (>=3.10)"]
 
 [[package]]
 name = "watchfiles"
-version = "0.19.0"
+version = "0.20.0"
 description = "Simple, modern and high performance file watching and code reload in python."
 optional = false
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -2974,6 +3285,104 @@ files = [
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 ]
 
+[[package]]
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+version = "1.1.0"
+description = "A small Python utility to set file creation time on Windows"
+optional = false
+python-versions = ">=3.5"
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+
+[package.extras]
+dev = ["black (>=19.3b0)", "pytest (>=4.6.2)"]
+
+[[package]]
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+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,>=2.7"
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+    {file = "wrapt-1.15.0-py3-none-any.whl", hash = "sha256:64b1df0f83706b4ef4cfb4fb0e4c2669100fd7ecacfb59e091fad300d4e04640"},
+    {file = "wrapt-1.15.0.tar.gz", hash = "sha256:d06730c6aed78cee4126234cf2d071e01b44b915e725a6cb439a879ec9754a3a"},
+]
+
 [[package]]
 name = "yarl"
 version = "1.9.2"
@@ -3061,7 +3470,22 @@ files = [
 idna = ">=2.0"
 multidict = ">=4.0"
 
+[[package]]
+name = "zipp"
+version = "3.16.2"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "zipp-3.16.2-py3-none-any.whl", hash = "sha256:679e51dd4403591b2d6838a48de3d283f3d188412a9782faadf845f298736ba0"},
+    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+]
+
+[package.extras]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
+
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "5760bc73a689b126e3ce18c12348eece9ac109143680ea411390b96a10adca39"
+content-hash = "98cdbf62878184ade581b2ab848e46da89661273d96e6683b02dc0622b88bd8f"
diff --git a/pyproject.toml b/pyproject.toml
index b090327..edeabf1 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [tool.poetry]
 name = "LangController"
-version = "0.1.2"
+version = "0.1.1"
 description = "A Framework for LLM Applications. Inspired by Django, Laravel, and Meltano."
 authors = ["Jacob Silva <jacob.silva@regulated.cloud>"]
 readme = "README.md"
@@ -12,8 +12,14 @@ langcontroller = "langcontroller:app"
 [tool.poetry.dependencies]
 python = "^3.10"
 jinja2 = "^3.1.2"
-typer = { extras = ["all"], version = "^0.9.0" }
+loguru = "^0.7.0"
+opentelemetry-api = "^1.19.0"
+opentelemetry-distro = "^0.40b0"
+opentelemetry-exporter-otlp = "^1.19.0"
+opentelemetry-instrumentation-fastapi = "^0.40b0"
+opentelemetry-sdk = "^1.19.0"
 python-slugify = "^8.0.1"
+typer = { extras = ["all"], version = "^0.9.0" }
 
 [tool.poetry.group.llama.dependencies]
 llama-index = "^0.8.12"
diff --git a/tox.ini b/tox.ini
index 83cd0a3..39dbbec 100644
--- a/tox.ini
+++ b/tox.ini
@@ -7,4 +7,4 @@ convention = google
 
 [flake8]
 ignore = F401, F403
-max-line-length = 100
+max-line-length = 120