From 35f46e6b28bfabec5622934c3094afc16fc05d2a Mon Sep 17 00:00:00 2001
From: Vasilije <8619304+Vasilije1990@users.noreply.github.com>
Date: Tue, 14 Nov 2023 18:26:58 +0100
Subject: [PATCH] Added initial API logic, crud for graph, connected vectordb
 and graph

---
 level_4/poetry.lock    | 507 +++++++++++++++++++++++++++--------------
 level_4/pyproject.toml |   6 +-
 2 files changed, 341 insertions(+), 172 deletions(-)

diff --git a/level_4/poetry.lock b/level_4/poetry.lock
index 99d04f19..85a86841 100644
--- a/level_4/poetry.lock
+++ b/level_4/poetry.lock
@@ -122,6 +122,17 @@ files = [
 [package.dependencies]
 frozenlist = ">=1.1.0"
 
+[[package]]
+name = "annotated-types"
+version = "0.6.0"
+description = "Reusable constraint types to use with typing.Annotated"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "annotated_types-0.6.0-py3-none-any.whl", hash = "sha256:0641064de18ba7a25dee8f96403ebc39113d0cb953a01429249d5c7564666a43"},
+    {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
+]
+
 [[package]]
 name = "ansi2html"
 version = "1.8.0"
@@ -388,17 +399,17 @@ numpy = {version = ">=1.19.0", markers = "python_version >= \"3.9\""}
 
 [[package]]
 name = "boto3"
-version = "1.28.84"
+version = "1.28.85"
 description = "The AWS SDK for Python"
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "boto3-1.28.84-py3-none-any.whl", hash = "sha256:98b01bbea27740720a06f7c7bc0132ae4ce902e640aab090cfb99ad3278449c3"},
-    {file = "boto3-1.28.84.tar.gz", hash = "sha256:adfb915958d7b54d876891ea1599dd83189e35a2442eb41ca52b04ea716180b6"},
+    {file = "boto3-1.28.85-py3-none-any.whl", hash = "sha256:1fb7e7ba32a6701990168eb7a08e1fb624ae48130784dfab25904ed47deabb31"},
+    {file = "boto3-1.28.85.tar.gz", hash = "sha256:96b4cb2708933cef7dbe1177df37ef0593839942978784147aade0e49511eb2b"},
 ]
 
 [package.dependencies]
-botocore = ">=1.31.84,<1.32.0"
+botocore = ">=1.31.85,<1.32.0"
 jmespath = ">=0.7.1,<2.0.0"
 s3transfer = ">=0.7.0,<0.8.0"
 
@@ -407,13 +418,13 @@ crt = ["botocore[crt] (>=1.21.0,<2.0a0)"]
 
 [[package]]
 name = "botocore"
-version = "1.31.84"
+version = "1.31.85"
 description = "Low-level, data-driven core of boto 3."
 optional = false
 python-versions = ">= 3.7"
 files = [
-    {file = "botocore-1.31.84-py3-none-any.whl", hash = "sha256:d65bc05793d1a8a8c191a739f742876b4b403c5c713dc76beef262d18f7984a2"},
-    {file = "botocore-1.31.84.tar.gz", hash = "sha256:8913bedb96ad0427660dee083aeaa675466eb662bbf1a47781956b5882aadcc5"},
+    {file = "botocore-1.31.85-py3-none-any.whl", hash = "sha256:b8f35d65f2b45af50c36fc25cc1844d6bd61d38d2148b2ef133b8f10e198555d"},
+    {file = "botocore-1.31.85.tar.gz", hash = "sha256:ce58e688222df73ec5691f934be1a2122a52c9d11d3037b586b3fff16ed6d25f"},
 ]
 
 [package.dependencies]
@@ -422,7 +433,7 @@ python-dateutil = ">=2.1,<3.0.0"
 urllib3 = {version = ">=1.25.4,<2.1", markers = "python_version >= \"3.10\""}
 
 [package.extras]
-crt = ["awscrt (==0.19.10)"]
+crt = ["awscrt (==0.19.12)"]
 
 [[package]]
 name = "cachetools"
@@ -957,20 +968,22 @@ typing-inspect = ">=0.4.0,<1"
 
 [[package]]
 name = "deepeval"
-version = "0.20.16"
+version = "0.20.18"
 description = "The open-source evaluation framework for LLMs."
 optional = false
 python-versions = "*"
 files = [
-    {file = "deepeval-0.20.16-py3-none-any.whl", hash = "sha256:01b6f6b3e9ea4a08dec208ba33f57e22a178108ffe440fe895d4c8bd7f5becc6"},
-    {file = "deepeval-0.20.16.tar.gz", hash = "sha256:3ba477d3c85daa94fc4f3cde089717b0e3268c71e741cb6514663b3fbbde5aa6"},
+    {file = "deepeval-0.20.18-py3-none-any.whl", hash = "sha256:6eca49b4d908684c1ea094718594d01376623e9dc4f4a45f03310b79a83aacb1"},
+    {file = "deepeval-0.20.18.tar.gz", hash = "sha256:eb365a95879484ad4f1d29a2f7d90a404af337e2263148b51128e44f9099dbc1"},
 ]
 
 [package.dependencies]
 pandas = "*"
+portalocker = "*"
 protobuf = "<=3.20.5"
 pydantic = "*"
 pytest = "*"
+pytest-xdist = "*"
 requests = "*"
 rich = "*"
 sentence-transformers = "*"
@@ -1002,6 +1015,17 @@ wrapt = ">=1.10,<2"
 [package.extras]
 dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "sphinx (<2)", "tox"]
 
+[[package]]
+name = "distro"
+version = "1.8.0"
+description = "Distro - an OS platform information API"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "distro-1.8.0-py3-none-any.whl", hash = "sha256:99522ca3e365cac527b44bde033f64c6945d90eb9f769703caaec52b09bbd3ff"},
+    {file = "distro-1.8.0.tar.gz", hash = "sha256:02e111d1dc6a50abb8eed6bf31c3e48ed8b0830d1ea2a1b78c61765c2513fdd8"},
+]
+
 [[package]]
 name = "dlt"
 version = "0.3.23"
@@ -1081,52 +1105,63 @@ idna = ["idna (>=2.1,<4.0)"]
 trio = ["trio (>=0.14,<0.23)"]
 wmi = ["wmi (>=1.5.1,<2.0.0)"]
 
+[[package]]
+name = "docstring-parser"
+version = "0.15"
+description = "Parse Python docstrings in reST, Google and Numpydoc format"
+optional = false
+python-versions = ">=3.6,<4.0"
+files = [
+    {file = "docstring_parser-0.15-py3-none-any.whl", hash = "sha256:d1679b86250d269d06a99670924d6bce45adc00b08069dae8c47d98e89b667a9"},
+    {file = "docstring_parser-0.15.tar.gz", hash = "sha256:48ddc093e8b1865899956fcc03b03e66bb7240c310fac5af81814580c55bf682"},
+]
+
 [[package]]
 name = "duckdb"
-version = "0.9.1"
+version = "0.9.2"
 description = "DuckDB embedded database"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
+[[package]]
+name = "instructor"
+version = "0.3.4"
+description = "Helper functions that allow us to improve openai's function_call ergonomics"
+optional = false
+python-versions = ">=3.9,<4.0"
+files = [
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+pydantic = ">=2.0.2,<3.0.0"
+typer = ">=0.9.0,<0.10.0"
+
 [[package]]
 name = "iopath"
 version = "0.1.10"
@@ -2077,13 +2145,13 @@ six = "*"
 
 [[package]]
 name = "langsmith"
-version = "0.0.63"
+version = "0.0.64"
 description = "Client library to connect to the LangSmith LLM Tracing and Evaluation Platform."
 optional = false
 python-versions = ">=3.8.1,<4.0"
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 [package.dependencies]
@@ -2411,13 +2479,13 @@ tests = ["pytest", "pytz", "simplejson"]
 
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+version = "1.5.5"
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+datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
 
 [[package]]
 name = "opencv-python"
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+    {file = "pydantic_core-2.14.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:5b45b7be9f99991405ecd6f6172fb6798908a8097106ae78d5cc5cc15121bad9"},
+    {file = "pydantic_core-2.14.1-pp39-pypy39_pp73-manylinux_2_5_i686.manylinux1_i686.whl", hash = "sha256:51506e7652a2ef1d1cf763c4b51b972ff4568d1dddc96ca83931a6941f5e6389"},
+    {file = "pydantic_core-2.14.1-pp39-pypy39_pp73-musllinux_1_1_aarch64.whl", hash = "sha256:66dc0e63349ec39c1ea66622aa5c2c1f84382112afd3ab2fa0cca4fb01f7db39"},
+    {file = "pydantic_core-2.14.1-pp39-pypy39_pp73-musllinux_1_1_x86_64.whl", hash = "sha256:8e17f0c3ba4cb07faa0038a59ce162de584ed48ba645c8d05a5de1e40d4c21e7"},
+    {file = "pydantic_core-2.14.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:d983222223f63e323a5f497f5b85e211557a5d8fb670dc88f343784502b466ba"},
+    {file = "pydantic_core-2.14.1.tar.gz", hash = "sha256:0d82a6ee815388a362885186e431fac84c7a06623bc136f508e9f88261d8cadb"},
+]
+
+[package.dependencies]
+typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
 [[package]]
 name = "pygments"
@@ -3707,13 +3854,13 @@ diagrams = ["jinja2", "railroad-diagrams"]
 
 [[package]]
 name = "pypdf"
-version = "3.17.0"
+version = "3.17.1"
 description = "A pure-python PDF library capable of splitting, merging, cropping, and transforming PDF files"
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "pypdf-3.17.0-py3-none-any.whl", hash = "sha256:67f6bb7acd8fdbcf7e7a7d5319d12b8de100f5f94538d6e5647aaec3eb7c7dde"},
-    {file = "pypdf-3.17.0.tar.gz", hash = "sha256:9fab275fea57c9e5b2416035d13d867a459ebe36294a4c39a3d0bb45a7404bad"},
+    {file = "pypdf-3.17.1-py3-none-any.whl", hash = "sha256:df3a7e90f1d3e4c9fe88a6b45c2ae58e61fe48a0fe0bc6de1544596e479a3f97"},
+    {file = "pypdf-3.17.1.tar.gz", hash = "sha256:c79ad4db16c9a86071a3556fb5d619022b36b8880ba3ef416558ea95fbec4cb9"},
 ]
 
 [package.extras]
@@ -3793,6 +3940,26 @@ tomli = {version = ">=1.0.0", markers = "python_version < \"3.11\""}
 [package.extras]
 testing = ["argcomplete", "attrs (>=19.2.0)", "hypothesis (>=3.56)", "mock", "nose", "pygments (>=2.7.2)", "requests", "setuptools", "xmlschema"]
 
+[[package]]
+name = "pytest-xdist"
+version = "3.4.0"
+description = "pytest xdist plugin for distributed testing, most importantly across multiple CPUs"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "pytest-xdist-3.4.0.tar.gz", hash = "sha256:3a94a931dd9e268e0b871a877d09fe2efb6175c2c23d60d56a6001359002b832"},
+    {file = "pytest_xdist-3.4.0-py3-none-any.whl", hash = "sha256:e513118bf787677a427e025606f55e95937565e06dfaac8d87f55301e57ae607"},
+]
+
+[package.dependencies]
+execnet = ">=1.1"
+pytest = ">=6.2.0"
+
+[package.extras]
+psutil = ["psutil (>=3.0)"]
+setproctitle = ["setproctitle"]
+testing = ["filelock"]
+
 [[package]]
 name = "python-dateutil"
 version = "2.8.2"
@@ -4603,13 +4770,13 @@ files = [
 
 [[package]]
 name = "sentry-sdk"
-version = "1.34.0"
+version = "1.35.0"
 description = "Python client for Sentry (https://sentry.io)"
 optional = false
 python-versions = "*"
 files = [
-    {file = "sentry-sdk-1.34.0.tar.gz", hash = "sha256:e5d0d2b25931d88fa10986da59d941ac6037f742ab6ff2fce4143a27981d60c3"},
-    {file = "sentry_sdk-1.34.0-py2.py3-none-any.whl", hash = "sha256:76dd087f38062ac6c1e30ed6feb533ee0037ff9e709974802db7b5dbf2e5db21"},
+    {file = "sentry-sdk-1.35.0.tar.gz", hash = "sha256:04e392db9a0d59bd49a51b9e3a92410ac5867556820465057c2ef89a38e953e9"},
+    {file = "sentry_sdk-1.35.0-py2.py3-none-any.whl", hash = "sha256:a7865952701e46d38b41315c16c075367675c48d049b90a4cc2e41991ebc7efa"},
 ]
 
 [package.dependencies]
@@ -5527,13 +5694,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.35.0"
+version = "4.35.1"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "transformers-4.35.0-py3-none-any.whl", hash = "sha256:45aa9370d7d9ba1c43e6bfa04d7f8b61238497d4b646e573fd95e597fe4040ff"},
-    {file = "transformers-4.35.0.tar.gz", hash = "sha256:e4b41763f651282fc979348d3aa148244387ddc9165f4b18455798c770ae23b9"},
+    {file = "transformers-4.35.1-py3-none-any.whl", hash = "sha256:5e70b103b96e639fb40d4c4e833a45f857ffa60d6bd8ef486721d1ee7542e148"},
+    {file = "transformers-4.35.1.tar.gz", hash = "sha256:81d4f029cdbdf51b872e28b74167759b3703ef7f81289c0bf8f5085f940437e7"},
 ]
 
 [package.dependencies]
@@ -6124,4 +6291,4 @@ testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "p
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.10"
-content-hash = "45158bd07952fb61f814e32433e8dcdd08e7a190eca76efe473ba57d7f36a7e7"
+content-hash = "43d41328cfe0e1eb7cb280efc4fbd4389b56fd71f7c98eb5d1d9e98041d5c8c8"
diff --git a/level_4/pyproject.toml b/level_4/pyproject.toml
index fc5dda50..809641db 100644
--- a/level_4/pyproject.toml
+++ b/level_4/pyproject.toml
@@ -10,11 +10,11 @@ python = "^3.10"
 langchain = "v0.0.308"
 
 nltk = "3.8.1"
-openai = "0.27.8"
+openai = "1.2.4"
 pinecone-client = "2.2.2"
 python-dotenv = "1.0.0"
 pyyaml = "6.0"
-fastapi = "^0.98.0"
+fastapi = "0.104.1"
 uvicorn = "0.22.0"
 pexpect = "^4.8.0"
 boto3 = "^1.26.125"
@@ -42,6 +42,8 @@ sentence-transformers = "2.2.2"
 torch = "2.0.*"
 segment-analytics-python = "^2.2.3"
 pdf2image = "^1.16.3"
+instructor = "^0.3.4"
+networkx = "^3.2.1"