Scrap openai lib (#1782)

* scrap openai lib

* iterate

* bring down temperature and top_p

* remove lib

---------

Co-authored-by: burnettk <burnettk@users.noreply.github.com>

spiffworkflow-backend/poetry.lock

@@ -58,28 +58,6 @@ files = [
     {file = "annotated_types-0.6.0.tar.gz", hash = "sha256:563339e807e53ffd9c267e99fc6d9ea23eb8443c08f112651963e24e22f84a5d"},
 ]
 
-[[package]]
-name = "anyio"
-version = "4.3.0"
-description = "High level compatibility layer for multiple asynchronous event loop implementations"
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "anyio-4.3.0-py3-none-any.whl", hash = "sha256:048e05d0f6caeed70d731f3db756d35dcc1f35747c8c403364a8332c630441b8"},
-    {file = "anyio-4.3.0.tar.gz", hash = "sha256:f75253795a87df48568485fd18cdd2a3fa5c4f7c5be8e5e36637733fce06fed6"},
-]
-
-[package.dependencies]
-exceptiongroup = {version = ">=1.0.2", 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)", "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", "uvloop (>=0.17)"]
-trio = ["trio (>=0.23)"]
-
 [[package]]
 name = "apscheduler"
 version = "3.10.4"
@@ -789,17 +767,6 @@ files = [
     {file = "distlib-0.3.8.tar.gz", hash = "sha256:1530ea13e350031b6312d8580ddb6b27a104275a31106523b8f123787f494f64"},
 ]
 
-[[package]]
-name = "distro"
-version = "1.9.0"
-description = "Distro - an OS platform information API"
-optional = false
-python-versions = ">=3.6"
-files = [
-    {file = "distro-1.9.0-py3-none-any.whl", hash = "sha256:7bffd925d65168f85027d8da9af6bddab658135b840670a223589bc0c8ef02b2"},
-    {file = "distro-1.9.0.tar.gz", hash = "sha256:2fa77c6fd8940f116ee1d6b94a2f90b13b5ea8d019b98bc8bafdcabcdd9bdbed"},
-]
-
 [[package]]
 name = "dparse"
 version = "0.6.4b0"
@@ -1148,62 +1115,6 @@ gevent = ["gevent (>=1.4.0)"]
 setproctitle = ["setproctitle"]
 tornado = ["tornado (>=0.2)"]
 
-[[package]]
-name = "h11"
-version = "0.14.0"
-description = "A pure-Python, bring-your-own-I/O implementation of HTTP/1.1"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "h11-0.14.0-py3-none-any.whl", hash = "sha256:e3fe4ac4b851c468cc8363d500db52c2ead036020723024a109d37346efaa761"},
-    {file = "h11-0.14.0.tar.gz", hash = "sha256:8f19fbbe99e72420ff35c00b27a34cb9937e902a8b810e2c88300c6f0a3b699d"},
-]
-
-[[package]]
-name = "httpcore"
-version = "1.0.3"
-description = "A minimal low-level HTTP client."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "httpcore-1.0.3-py3-none-any.whl", hash = "sha256:9a6a501c3099307d9fd76ac244e08503427679b1e81ceb1d922485e2f2462ad2"},
-    {file = "httpcore-1.0.3.tar.gz", hash = "sha256:5c0f9546ad17dac4d0772b0808856eb616eb8b48ce94f49ed819fd6982a8a544"},
-]
-
-[package.dependencies]
-certifi = "*"
-h11 = ">=0.13,<0.15"
-
-[package.extras]
-asyncio = ["anyio (>=4.0,<5.0)"]
-http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
-trio = ["trio (>=0.22.0,<0.24.0)"]
-
-[[package]]
-name = "httpx"
-version = "0.26.0"
-description = "The next generation HTTP client."
-optional = false
-python-versions = ">=3.8"
-files = [
-    {file = "httpx-0.26.0-py3-none-any.whl", hash = "sha256:8915f5a3627c4d47b73e8202457cb28f1266982d1159bd5779d86a80c0eab1cd"},
-    {file = "httpx-0.26.0.tar.gz", hash = "sha256:451b55c30d5185ea6b23c2c793abf9bb237d2a7dfb901ced6ff69ad37ec1dfaf"},
-]
-
-[package.dependencies]
-anyio = "*"
-certifi = "*"
-httpcore = "==1.*"
-idna = "*"
-sniffio = "*"
-
-[package.extras]
-brotli = ["brotli", "brotlicffi"]
-cli = ["click (==8.*)", "pygments (==2.*)", "rich (>=10,<14)"]
-http2 = ["h2 (>=3,<5)"]
-socks = ["socksio (==1.*)"]
-
 [[package]]
 name = "identify"
 version = "2.5.35"
@@ -1738,29 +1649,6 @@ signals = ["blinker"]
 signedtoken = ["cryptography", "pyjwt (>=1.0.0)"]
 test = ["blinker", "cryptography", "mock", "nose", "pyjwt (>=1.0.0)", "unittest2"]
 
-[[package]]
-name = "openai"
-version = "1.34.0"
-description = "The official Python library for the openai API"
-optional = false
-python-versions = ">=3.7.1"
-files = [
-    {file = "openai-1.34.0-py3-none-any.whl", hash = "sha256:018623c2f795424044675c6230fa3bfbf98d9e0aab45d8fd116f2efb2cfb6b7e"},
-    {file = "openai-1.34.0.tar.gz", hash = "sha256:95c8e2da4acd6958e626186957d656597613587195abd0fb2527566a93e76770"},
-]
-
-[package.dependencies]
-anyio = ">=3.5.0,<5"
-distro = ">=1.7.0,<2"
-httpx = ">=0.23.0,<1"
-pydantic = ">=1.9.0,<3"
-sniffio = "*"
-tqdm = ">4"
-typing-extensions = ">=4.7,<5"
-
-[package.extras]
-datalib = ["numpy (>=1)", "pandas (>=1.2.3)", "pandas-stubs (>=1.1.0.11)"]
-
 [[package]]
 name = "packaging"
 version = "24.0"
@@ -2942,17 +2830,6 @@ files = [
     {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
 ]
 
-[[package]]
-name = "sniffio"
-version = "1.3.0"
-description = "Sniff out which async library your code is running under"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "sniffio-1.3.0-py3-none-any.whl", hash = "sha256:eecefdce1e5bbfb7ad2eeaabf7c1eeb404d7757c379bd1f7e5cce9d8bf425384"},
-    {file = "sniffio-1.3.0.tar.gz", hash = "sha256:e60305c5e5d314f5389259b7f22aaa33d8f7dee49763119234af3755c55b9101"},
-]
-
 [[package]]
 name = "SpiffWorkflow"
 version = "3.0.0"
@@ -3139,26 +3016,6 @@ files = [
     {file = "tomli-2.0.1.tar.gz", hash = "sha256:de526c12914f0c550d15924c62d72abc48d6fe7364aa87328337a31007fe8a4f"},
 ]
 
-[[package]]
-name = "tqdm"
-version = "4.66.4"
-description = "Fast, Extensible Progress Meter"
-optional = false
-python-versions = ">=3.7"
-files = [
-    {file = "tqdm-4.66.4-py3-none-any.whl", hash = "sha256:b75ca56b413b030bc3f00af51fd2c1a1a5eac6a0c1cca83cbb37a5c52abce644"},
-    {file = "tqdm-4.66.4.tar.gz", hash = "sha256:e4d936c9de8727928f3be6079590e97d9abfe8d39a590be678eb5919ffc186bb"},
-]
-
-[package.dependencies]
-colorama = {version = "*", markers = "platform_system == \"Windows\""}
-
-[package.extras]
-dev = ["pytest (>=6)", "pytest-cov", "pytest-timeout", "pytest-xdist"]
-notebook = ["ipywidgets (>=6)"]
-slack = ["slack-sdk"]
-telegram = ["requests"]
-
 [[package]]
 name = "typeguard"
 version = "4.3.0"
@@ -3499,4 +3356,4 @@ tests-strict = ["pytest (==4.6.0)", "pytest (==4.6.0)", "pytest (==6.2.5)", "pyt
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.10,<3.13"
-content-hash = "ac1db35c6855a98c67f2fcf1d692d2b9284ef41b33eabc426ca1969417c20e16"
+content-hash = "c16eafa40b7b79e06028f17a501d89def17fb32f7f1e26fdc084b899afc9c66b"

spiffworkflow-backend/pyproject.toml

@@ -32,7 +32,6 @@ sentry-sdk = {extras = ['flask'], version = "^2.5"}
 # sphinx-autoapi = "^2.0"
 psycopg2 = "^2.9.3"
 typing-extensions = "^4.10.0"
-openai = "^1.34.0"
 
 spiffworkflow-connector-command = {git = "https://github.com/sartography/spiffworkflow-connector-command.git", rev = "main"}
 

spiffworkflow-backend/src/spiffworkflow_backend/routes/script_assist_controller.py

@@ -1,8 +1,8 @@
+import requests
 from flask import current_app
 from flask import jsonify
 from flask import make_response
 from flask.wrappers import Response
-from openai import OpenAI
 
 from spiffworkflow_backend.exceptions.api_error import ApiError
 
@@ -36,26 +36,29 @@ def process_message(body: dict) -> Response:
         "Do not include any lines with comments. "
         "Reject any request that does not appear to be for a python script. "
         "Do not include the word 'OpenAI' in any responses. "
+        "Do not use print statements, but instead assign results to new variables. "
     )
 
     # Build query, set up OpenAI client, and get response
     query = no_nonsense_prepend + str(body["query"]) + no_nonsense_append
-    client = OpenAI(api_key=openai_api_key)
+    headers = {"Authorization": f"Bearer {openai_api_key}"}
 
-    # TODO: Might be good to move Model and maybe other parameters to config
+    payload = {
-    completion = client.chat.completions.create(
+        # other reasonable options include gpt-4o (more expensive, better)
-        messages=[
+        "model": "gpt-3.5-turbo",
-            {
+        "messages": [{"role": "user", "content": query}],
-                "role": "user",
+        # temerature controls the randomness of predictions. A lower temperature (e.g., 0.5) can help produce more deterministic
-                "content": query,
+        # outputs, which is useful for generating precise code.
+        "temperature": 0.5,
+        "max_tokens": 256,
+        # top_p determines the diversity of the model's outputs. A lower value (e.g., 0.5) focuses the model on producing more
+        # likely tokens, which can be beneficial for generating coherent code snippets.
+        "top_p": 0.5,
+        "frequency_penalty": 0,
+        "presence_penalty": 0,
     }
-        ],
+    response = requests.post("https://api.openai.com/v1/chat/completions", headers=headers, json=payload, timeout=30)
-        model="gpt-3.5-turbo",
+    response.raise_for_status()  # Will raise an HTTPError if the HTTP request returned an unsuccessful status code
-        temperature=1,
+    completion = response.json()["choices"][0]["message"]["content"]
-        max_tokens=256,
-        top_p=1,
-        frequency_penalty=0,
-        presence_penalty=0,
-    )
 
-    return make_response(jsonify({"result": completion.choices[0].message.content}), 200)
+    return make_response(jsonify({"result": completion}), 200)