testing vale filter addition

.github/workflows/review.yml

@@ -11,13 +11,11 @@ jobs:
     steps:
     - name: Checkout
       uses: actions/checkout@v4
-
     - name: Vale
       uses: errata-ai/vale-action@reviewdog
       with:
-        files: sayantikabanik/DataJourney/analytics_framework/ai_modeling/*.md
-        vale_flags: --glob=!*/*-fr/*
-        filter_mode: file
+        files: all
+        filter_mode: nofilter
         reporter: github-pr-check
       env:
         GITHUB_TOKEN: ${{secrets.GITHUB_TOKEN}}

analytics_framework/agentic_viz_flow/test_primary_flow_stats_based.py

@@ -0,0 +1,40 @@
+from langchain.agents import initialize_agent, Tool
+# from langchain_deepseek import ChatDeepSeek
+from langchain.llms import OpenAI
+import pandas as pd
+import matplotlib.pyplot as plt
+import io
+import os
+import base64
+
+# NOTE: Using GitHub models here (add your preferred token attribute)
+# Refer analytics_framework/langchain/hello_world_lc.py for using GitHub token for auth
+
+token = os.environ["GITHUB_TOKEN"]
+endpoint = "https://models.inference.ai.azure.com"
+model_name = "DeepSeek-R1"
+
+def test_func(int: model_name, param_value =None)-> int():
+    return 0
+
+llm = OpenAI(base_url=endpoint, temperature=0, api_key=token, model=model_name)  # You MUST set your OpenAI key!
+tools = [
+    Tool(
+        name="SuggestVisualization",
+        func=test_func,
+        description="Suggests an appropriate visualization type based on the provided DataFrame.",
+    ),
+]
+
+agent = initialize_agent(tools, llm, agent="zero-shot-react-description", verbose=True)
+
+
+try:
+    df = pd.read_csv("../intake/data/TWLO_stock.csv")  # Replace with your CSV file.
+    df_summary = df.describe()
+    result = agent.run(f"Given this dataset summary, suggest and generate a draft visualization: {df_summary.to_string()}")
+    print(result)
+except FileNotFoundError:
+    print("Error: dataset not found. Please provide a valid CSV file.")
+except Exception as e:
+    print(f"An error occurred: {e}")

analytics_framework/agentic_viz_flow/test_vale.md

@@ -0,0 +1,33 @@
+Sure, here is a dummy markdown file with some intentional errors for Vale to correct:
+
+```markdown
+# Dummy Markdown File
+
+This is a dummy markdown file with some intentional errors to test Vale.
+
+## Introduction
+
+This file is created to test Vale's linting capabilities. It contains several grammatical and style issues.
+
+## Grammatical Errors
+
+The following sentences contains grammatical errors:
+
+1. The quick brown fox jumps over the lazy dog. this sentence starts with a lowercase letter.
+2. He dont know what to do.
+3. She was late, however, she managed to catch the bus.
+
+## Style Issues
+
+The following sentences contains style issues:
+
+1. This sentence has no period
+2. this sentence starts with a lowercase letter.
+3. This sentence contains multiple punctuation marks!!
+
+## Conclusion
+
+In conclusion, this dummy markdown file serves as a test case for Vale.
+```
+
+You can save this content in a `.md` file and run Vale to see the corrections.