first commit

.github/workflows/main_llm-API-1.yml

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+# Docs for the Azure Web Apps Deploy action: https://github.com/Azure/webapps-deploy
+# More GitHub Actions for Azure: https://github.com/Azure/actions
+
+name: Build and deploy container app to Azure Web App - LLM API
+
+on:
+  push:
+    branches:
+      - main
+  workflow_dispatch:
+
+jobs:
+  build:
+    runs-on: 'ubuntu-latest'
+
+    steps:
+    - uses: actions/checkout@v2
+
+    - name: Set up Docker Buildx
+      uses: docker/setup-buildx-action@v2
+
+    - name: Log in to registry
+      uses: docker/login-action@v2
+      with:
+        registry: https://tokai.azurecr.io/
+        username: ${{ secrets.AzureAppService_ContainerUsername_364d2e64e7814f26a9445137567bb970 }}
+        password: ${{ secrets.AzureAppService_ContainerPassword_390b2ce9c9214043b13a02d9015a88da }}
+
+    - name: Build and push container image to registry
+      uses: docker/build-push-action@v3
+      with:
+        push: true
+        tags: tokai.azurecr.io/${{ secrets.AzureAppService_ContainerUsername_364d2e64e7814f26a9445137567bb970 }}/tokai/tokai-alpha-github:${{ github.sha }}
+        file: ./Dockerfile
+
+  deploy:
+    runs-on: ubuntu-latest
+    needs: build
+    environment:
+      name: 'production'
+      url: ${{ steps.deploy-to-webapp.outputs.webapp-url }}
+
+    steps:
+    - name: Deploy to Azure Web App
+      id: deploy-to-webapp
+      uses: azure/webapps-deploy@v2
+      with:
+        app-name: 'LLM-API'
+        slot-name: 'production'
+        publish-profile: ${{ secrets.AzureAppService_PublishProfile_9955fc8889664611b43ce1438ad9e487 }}
+        images: 'tokai.azurecr.io/${{ secrets.AzureAppService_ContainerUsername_364d2e64e7814f26a9445137567bb970 }}/tokai/tokai-alpha-github:${{ github.sha }}'

.github/workflows/python-app.yml

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+name: LLM API CI/CD - Unit Tests
+on: [push, pull_request]
+jobs:
+  # Run Unit Tests
+  unit-tests:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+      - name: Unit Tests
+        run: |
+          docker build -t fastapi-ci-cd .
+          docker run --rm fastapi-ci-cd pytest

.gitignore

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+.space
+.env
+config.py
+config
+__pycache__
+.pytest_cache

.pylintrc

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+disable=
+    too-many-instance-attributes,
+    len-as-condition,
+    too-few-public-methods,
+    anomalous-backslash-in-string,
+    no-else-return,
+    simplifiable-if-statement,
+    too-many-arguments,
+    duplicate-code,
+    no-name-in-module,
+    no-member,
+    print-statement,
+    parameter-unpacking,
+    unpacking-in-except,
+    old-raise-syntax,
+    backtick,
+    long-suffix,
+    old-ne-operator,
+    old-octal-literal,
+    import-star-module-level,
+    raw-checker-failed,
+    bad-inline-option,
+    locally-disabled,
+    locally-enabled,
+    file-ignored,
+    suppressed-message,
+    useless-suppression,
+    deprecated-pragma,
+    apply-builtin,
+    basestring-builtin,
+    buffer-builtin,
+    cmp-builtin,
+    coerce-builtin,
+    execfile-builtin,
+    file-builtin,
+    long-builtin,
+    raw_input-builtin,
+    reduce-builtin,
+    standarderror-builtin,
+    unicode-builtin,
+    xrange-builtin,
+    coerce-method,
+    delslice-method,
+    getslice-method,
+    setslice-method,
+    no-absolute-import,
+    old-division,
+    dict-iter-method,
+    dict-view-method,
+    next-method-called,
+    metaclass-assignment,
+    indexing-exception,
+    raising-string,
+    reload-builtin,
+    oct-method,
+    hex-method,
+    nonzero-method,
+    cmp-method,
+    input-builtin,
+    round-builtin,
+    intern-builtin,
+    unichr-builtin,
+    map-builtin-not-iterating,
+    zip-builtin-not-iterating,
+    range-builtin-not-iterating,
+    filter-builtin-not-iterating,
+    using-cmp-argument,
+    eq-without-hash,
+    div-method,
+    idiv-method,
+    rdiv-method,
+    exception-message-attribute,
+    invalid-str-codec,
+    sys-max-int,
+    bad-python3-import,
+    deprecated-string-function,
+    deprecated-str-translate-call,
+    import-error,
+    missing-docstring,
+    invalid-name,
+    bad-whitespace,
+    consider-using-enumerate

.vscode/settings.json

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+{
+    "python.testing.pytestArgs": [
+        "src"
+    ],
+    "python.testing.unittestEnabled": false,
+    "python.testing.pytestEnabled": true
+}

Dockerfile

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+FROM tiangolo/uvicorn-gunicorn-fastapi:python3.9
+
+COPY ./requirements.txt /code/requirements.txt
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+COPY ./src /app
+
+CMD ["uvicorn", "index.main:app", "--host", "0.0.0.0", "--port", "80"]

NOTE.md

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+"""
+
+# Read the API key from the WSL environment variable
+dev = False
+if dev:
+    openai.api_key = os.environ["OPENAI_API_KEY"]
+else:
+    openai.api_key = settings.OPENAI_API_KEY
+
+@app.post("/api/docs")
+async def generateDocs(request: Request, aiReq: str = Form(...)):
+    response = openai.Completion.create(
+        model="text-davinci-003",
+        prompt="class Log:\n"+aiReq+"Here's what the above class is doing, explained in a concise way:\n1.",
+        temperature=0,
+        max_tokens=300,
+        top_p=1.0,
+        frequency_penalty=0.0,
+        presence_penalty=0.0,
+        stop=["\"\"\""]
+    )
+    result = response.choices[0].text
+
+    return {"result": result, "request": aiReq}
+"""

README.md

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+# FastAPI
+
+<img src = 'https://github.com/jayita13/FastAPI/blob/main/Screenshot%20(323).png'>
+
+I've implemented entity extraction code from spacy library's pretrained model - 'en_core_web_sm'
+
+<img src ='https://github.com/jayita13/FastAPI/blob/main/Screenshot%20(322).png'>
+
+## Software dependencies:
+
+->FastAPI
+
+->Pydantic
+
+->Uvicorn or hypercorn
+
+->spacy
+
+### Run file with command :
+
+uvicorn fastapp:app --reload
+
+Redirect to 127.0.0.1:8000/docs or 127.0.0.1:8000/redoc
+
+<img src ='https://github.com/jayita13/FastAPI/blob/main/Screenshot%20(316).png'>

reports/flake8/ai.__init__.report.html

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+<!DOCTYPE html>
+<html>
+   <head>
+      <title>flake8 violations: ai/__init__.py</title>
+      <meta http-equiv="Content-Type" value="text/html; charset=UTF-8">
+      <link rel="stylesheet" href="styles.css">
+<script>
+function bindHandler(link) {
+   var code = link.getAttribute('data-code');
+   var key = location.pathname + '#' + code;
+
+   var ul = link.parentNode.querySelector('.details');
+   if (sessionStorage[key] != 'open') {
+      ul.style.display = 'none';
+   }
+   link.addEventListener('click', function (event) {
+      if (!ul.style.display || ul.style.display == 'none') {
+         ul.style.display = 'block';
+         sessionStorage[key] = 'open';
+      } else {
+         ul.style.display = 'none';
+         sessionStorage[key] = 'closed';
+      }
+   });
+}
+
+window.addEventListener('DOMContentLoaded', function () {
+   var links = document.querySelectorAll('#index > li > a');
+   for (var i = 0; i < links.length; i++) {
+      bindHandler(links[i]);
+   }
+});
+</script>
+   </head>
+   <body>
+      <div id="masthead" class="sev-2"></div>
+      <div id="page">
+         <p id="srclink">
+            <a title="View full annotated source"
+               href="ai.__init__.source.html">
+               <img src="file.svg" alt="&#x2261;">
+            </a></p>
+         <h1>
+            <a href="index.html">
+               <img src="back.svg" alt="&#x2B05;">
+               ai/__init__.py
+            </a>
+         </h1>
+
+         <ul id="index">
+
+         <li>
+            <a data-code="W293">
+               <span class="count sev-2">
+                  3
+               </span>
+               <strong>W293:</strong> blank line contains whitespace
+
+            </a>
+            <ul class="details">
+            <li>
+
+               <a href="ai.__init__.source.html#l11">
+                  <tt><i>11</i>     </tt>
+               </a>
+            </li><li>
+
+               <a href="ai.__init__.source.html#l21">
+                  <tt><i>21</i>         </tt>
+               </a>
+            </li><li>
+
+               <a href="ai.__init__.source.html#l34">
+                  <tt><i>34</i>     </tt>
+               </a>
+            </li>
+            </ul>
+         </li>
+
+         <li>
+            <a data-code="E302">
+               <span class="count sev-2">
+                  1
+               </span>
+               <strong>E302:</strong> expected 2 blank lines, found 1
+
+            </a>
+            <ul class="details">
+            <li>
+
+               <a href="ai.__init__.source.html#l12">
+                  <tt><i>12</i> <span class="k">class</span> <span class="nc">AI</span><span class="p">:</span></tt>
+               </a>
+            </li>
+            </ul>
+         </li>
+
+         <li>
+            <a data-code="E501">
+               <span class="count sev-2">
+                  1
+               </span>
+               <strong>E501:</strong> line too long (122 > 79 characters)
+
+            </a>
+            <ul class="details">
+            <li>
+
+               <a href="ai.__init__.source.html#l38">
+                  <tt><i>38</i>             <span class="n">prompt</span><span class="o">=</span><span class="bp">self</span><span class="o">.</span><span class="n">prompt</span><span class="o">+</span><span class="n">user_request</span><span class="o">+</span><span class="s2">&quot;Here&#39;s what the above code commit is doing, explained in a concise way:</span><span class="se">\n</span><span class="s2">1.&quot;</span><span class="p">,</span></tt>
+               </a>
+            </li>
+            </ul>
+         </li>
+
+         <li>
+            <a data-code="W292">
+               <span class="count sev-2">
+                  1
+               </span>
+               <strong>W292:</strong> no newline at end of file
+
+            </a>
+            <ul class="details">
+            <li>
+
+               <a href="ai.__init__.source.html#l46">
+                  <tt><i>46</i>         <span class="k">return</span> <span class="n">response</span><span class="o">.</span><span class="n">choices</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="o">.</span><span class="n">text</span></tt>
+               </a>
+            </li>
+            </ul>
+         </li>
+
+         </ul>
+      </div>
+   </body>
+</html>