init

api/apis.py

@@ -0,0 +1,49 @@
+import firebase_admin
+from firebase_admin import credentials
+from firebase_admin import firestore
+import os
+# Initialize Firebase
+cred = credentials.Certificate(os.getenv('google_json'))
+firebase_admin.initialize_app(cred)
+
+# Initialize Firestore DB
+db = firestore.client()
+
+def get_question_by_id(question_id):
+    doc_ref = db.collection('questions').document(question_id)
+    doc = doc_ref.get()
+    if doc.exists:
+        return doc.to_dict()
+    else:
+        return None
+
+# Example usage
+question_id = "Mercury_7090615"
+question_data = get_question_by_id(question_id)
+if question_data:
+    print(f"Question data for {question_id}: {question_data}")
+else:
+    print(f"No data found for question ID: {question_id}")
+
+
+
+def get_question_ids_with_correctness():
+    questions_ref = db.collection('questions')
+    docs = questions_ref.stream()
+
+    results = []
+    for doc in docs:
+        data = doc.to_dict()
+        question_id = data['original_question']['question_id']
+        correct_answer = data['original_question']['answer']
+        generated_answer = data['generated_result']['answer_key_vale']
+        correctness = "✅" if correct_answer == generated_answer else '📛'
+        
+        results.append(f"{question_id} {correctness}")
+
+    return results
+
+# Example usage
+correctness_list = get_question_ids_with_correctness()
+for result in correctness_list:
+    print(result)

app.py

@@ -0,0 +1,136 @@
+import streamlit as st
+import networkx as nx
+from pyvis.network import Network
+import textwrap
+
+from api.apis import get_question_by_id, get_question_ids_with_correctness
+
+# This function should be implemented to return a list of all question IDs
+def get_question_ids():
+    # Placeholder implementation
+ return get_question_ids_with_correctness()
+# This function should be implemented to return the context for a given question ID
+def get_question_context(question_id):
+    return get_question_by_id(question_id)
+
+def create_interactive_graph(reasoning_chain):
+    G = nx.DiGraph()
+    net = Network(notebook=True, width="100%", height="600px", directed=True)
+    
+    for i, step in enumerate(reasoning_chain):
+        wrapped_text = textwrap.fill(step, width=30)
+        label = f"Step {i+1}\n\n{wrapped_text}"
+        G.add_node(i, title=step, label=label)
+        if i > 0:
+            G.add_edge(i-1, i)
+    
+    net.from_nx(G)
+    
+    for node in net.nodes:
+        node['shape'] = 'box'
+        node['color'] = '#97C2FC'
+        node['font'] = {'size': 12, 'face': 'arial', 'multi': 'html', 'align': 'center'}
+        node['widthConstraint'] = {'minimum': 200, 'maximum': 300}
+    
+    net.set_options('''
+    var options = {
+      "nodes": {
+        "shape": "box",
+        "physics": false,
+        "margin": 10
+      },
+      "edges": {
+        "smooth": {
+          "type": "curvedCW",
+          "roundness": 0.2
+        },
+        "arrows": {
+          "to": {
+            "enabled": true,
+            "scaleFactor": 0.5
+          }
+        }
+      },
+      "layout": {
+        "hierarchical": {
+          "enabled": true,
+          "direction": "UD",
+          "sortMethod": "directed"
+        }
+      },
+      "interaction": {
+        "hover": true,
+        "tooltipDelay": 100
+      }
+    }
+    ''')
+    
+    return net
+
+def main():
+    st.title("Interactive Q&A App with Reasoning Chain Graph")
+
+    # Get all question IDs
+    question_ids = get_question_ids()
+
+    # Initialize session state for current index
+    if 'current_index' not in st.session_state:
+        st.session_state.current_index = 0
+
+    # Navigation buttons
+    col1, col2, col3 = st.columns([1,3,1])
+    with col1:
+        if st.button("Previous"):
+            st.session_state.current_index = (st.session_state.current_index - 1) % len(question_ids)
+    with col3:
+        if st.button("Next"):
+            st.session_state.current_index = (st.session_state.current_index + 1) % len(question_ids)
+
+    # Select a question ID
+    selected_question_id = st.selectbox("Select a question ID", question_ids, index=st.session_state.current_index)
+
+    # Update current_index when selection changes
+    st.session_state.current_index = question_ids.index(selected_question_id)
+
+    # Get the context for the selected question
+    data = get_question_context(selected_question_id)
+    original_question = data['original_question']
+    generated_result = data['generated_result']
+
+    # Display question
+    st.subheader("Question")
+    st.write(original_question['question'])
+
+    # Display choices
+    st.subheader("Choices")
+    for label, choice in original_question['label_choices'].items():
+        st.write(f"{label}: {choice}")
+
+    # Display correct answer
+    st.subheader("Correct Answer")
+    correct_answer_label = original_question['answer']
+    correct_answer = original_question['label_choices'][correct_answer_label]
+    st.write(f"{correct_answer_label}: {correct_answer}")
+
+    st.subheader("Generated Answer")
+    generated_answer_label = generated_result['answer_key_vale']
+    generated_answer = original_question['label_choices'][generated_answer_label]
+    st.write(f"{generated_answer_label}: {generated_answer}")
+    
+    st.subheader("is it correct ?")
+    generated_answer_label = generated_result['answer_key_vale']
+    answer_label = original_question['answer']
+    is_same=answer_label.lower()==generated_answer_label.lower()
+    st.write(f"✅ answers Are the same. answer is {answer_label}"if is_same else f"📛 answers do differ.\n But you can check reasonings.\noriginal answer label : {answer_label}\ngenerated answer label : {generated_answer_label}")
+        
+    # Create and display interactive reasoning chain graph
+    net = create_interactive_graph(generated_result['reasoning_chain'])
+    net.save_graph("graph.html")
+    
+    # Display the interactive graph
+    with open("graph.html", 'r', encoding='utf-8') as f:
+        html = f.read()
+    st.components.v1.html(html, height=600)
+
+if __name__ == "__main__":
+    main()

requirements.txt

@@ -0,0 +1,190 @@
+aiofiles==24.1.0 ; python_version >= "3.12" and python_version < "4.0"
+aiohappyeyeballs==2.3.4 ; python_version >= "3.12" and python_version < "4.0"
+aiohttp==3.10.0 ; python_version >= "3.12" and python_version < "4.0"
+aiosignal==1.3.1 ; python_version >= "3.12" and python_version < "4.0"
+altair==5.3.0 ; python_version >= "3.12" and python_version < "4.0"
+annotated-types==0.7.0 ; python_version >= "3.12" and python_version < "4.0"
+anyio==4.4.0 ; python_version >= "3.12" and python_version < "4.0"
+appnope==0.1.4 ; python_version >= "3.12" and python_version < "4.0" and platform_system == "Darwin"
+argon2-cffi-bindings==21.2.0 ; python_version >= "3.12" and python_version < "4.0"
+argon2-cffi==23.1.0 ; python_version >= "3.12" and python_version < "4.0"
+arrow==1.3.0 ; python_version >= "3.12" and python_version < "4.0"
+asttokens==2.4.1 ; python_version >= "3.12" and python_version < "4.0"
+async-lru==2.0.4 ; python_version >= "3.12" and python_version < "4.0"
+attrs==24.1.0 ; python_version >= "3.12" and python_version < "4.0"
+babel==2.15.0 ; python_version >= "3.12" and python_version < "4.0"
+beautifulsoup4==4.12.3 ; python_version >= "3.12" and python_version < "4.0"
+bleach==6.1.0 ; python_version >= "3.12" and python_version < "4.0"
+blinker==1.8.2 ; python_version >= "3.12" and python_version < "4.0"
+cachecontrol==0.14.0 ; python_version >= "3.12" and python_version < "4.0"
+cachetools==5.4.0 ; python_version >= "3.12" and python_version < "4.0"
+certifi==2024.7.4 ; python_version >= "3.12" and python_version < "4.0"
+cffi==1.16.0 ; python_version >= "3.12" and python_version < "4.0"
+charset-normalizer==3.3.2 ; python_version >= "3.12" and python_version < "4.0"
+click==8.1.7 ; python_version >= "3.12" and python_version < "4.0"
+colorama==0.4.6 ; python_version >= "3.12" and python_version < "4.0" and (platform_system == "Windows" or sys_platform == "win32")
+comm==0.2.2 ; python_version >= "3.12" and python_version < "4.0"
+contourpy==1.2.1 ; python_version >= "3.12" and python_version < "4.0"
+cryptography==43.0.0 ; python_version >= "3.12" and python_version < "4.0"
+cycler==0.12.1 ; python_version >= "3.12" and python_version < "4.0"
+debugpy==1.8.3 ; python_version >= "3.12" and python_version < "4.0"
+decorator==5.1.1 ; python_version >= "3.12" and python_version < "4.0"
+defusedxml==0.7.1 ; python_version >= "3.12" and python_version < "4.0"
+distro==1.9.0 ; python_version >= "3.12" and python_version < "4.0"
+executing==2.0.1 ; python_version >= "3.12" and python_version < "4.0"
+fastjsonschema==2.20.0 ; python_version >= "3.12" and python_version < "4.0"
+filelock==3.15.4 ; python_version >= "3.12" and python_version < "4.0"
+firebase-admin==6.5.0 ; python_version >= "3.12" and python_version < "4.0"
+fonttools==4.53.1 ; python_version >= "3.12" and python_version < "4.0"
+fqdn==1.5.1 ; python_version >= "3.12" and python_version < "4"
+frozenlist==1.4.1 ; python_version >= "3.12" and python_version < "4.0"
+fsspec==2024.6.1 ; python_version >= "3.12" and python_version < "4.0"
+gitdb==4.0.11 ; python_version >= "3.12" and python_version < "4.0"
+gitpython==3.1.43 ; python_version >= "3.12" and python_version < "4.0"
+google-api-core==2.19.1 ; python_version >= "3.12" and python_version < "4.0"
+google-api-core[grpc]==2.19.1 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy"
+google-api-python-client==2.139.0 ; python_version >= "3.12" and python_version < "4.0"
+google-auth-httplib2==0.2.0 ; python_version >= "3.12" and python_version < "4.0"
+google-auth==2.32.0 ; python_version >= "3.12" and python_version < "4.0"
+google-cloud-core==2.4.1 ; python_version >= "3.12" and python_version < "4.0"
+google-cloud-firestore==2.17.0 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy"
+google-cloud-storage==2.18.0 ; python_version >= "3.12" and python_version < "4.0"
+google-crc32c==1.5.0 ; python_version >= "3.12" and python_version < "4.0"
+google-resumable-media==2.7.1 ; python_version >= "3.12" and python_version < "4.0"
+googleapis-common-protos==1.63.2 ; python_version >= "3.12" and python_version < "4.0"
+greenlet==3.0.3 ; python_version < "3.13" and (platform_machine == "aarch64" or platform_machine == "ppc64le" or platform_machine == "x86_64" or platform_machine == "amd64" or platform_machine == "AMD64" or platform_machine == "win32" or platform_machine == "WIN32") and python_version >= "3.12"
+grpcio-status==1.62.2 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy"
+grpcio==1.65.4 ; python_version >= "3.12" and python_version < "4.0" and platform_python_implementation != "PyPy"
+h11==0.14.0 ; python_version >= "3.12" and python_version < "4.0"
+httpcore==1.0.5 ; python_version >= "3.12" and python_version < "4.0"
+httplib2==0.22.0 ; python_version >= "3.12" and python_version < "4.0"
+httpx==0.27.0 ; python_version >= "3.12" and python_version < "4.0"
+huggingface-hub==0.24.5 ; python_version >= "3.12" and python_version < "4.0"
+idna==3.7 ; python_version >= "3.12" and python_version < "4.0"
+ipykernel==6.29.5 ; python_version >= "3.12" and python_version < "4.0"
+ipython==8.26.0 ; python_version >= "3.12" and python_version < "4.0"
+ipywidgets==8.1.3 ; python_version >= "3.12" and python_version < "4.0"
+isoduration==20.11.0 ; python_version >= "3.12" and python_version < "4.0"
+jedi==0.19.1 ; python_version >= "3.12" and python_version < "4.0"
+jinja2==3.1.4 ; python_version >= "3.12" and python_version < "4.0"
+json5==0.9.25 ; python_version >= "3.12" and python_version < "4.0"
+jsonpatch==1.33 ; python_version >= "3.12" and python_version < "4.0"
+jsonpickle==3.2.2 ; python_version >= "3.12" and python_version < "4.0"
+jsonpointer==3.0.0 ; python_version >= "3.12" and python_version < "4.0"
+jsonschema-specifications==2023.12.1 ; python_version >= "3.12" and python_version < "4.0"
+jsonschema==4.23.0 ; python_version >= "3.12" and python_version < "4.0"
+jsonschema[format-nongpl]==4.23.0 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-client==8.6.2 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-console==6.6.3 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-core==5.7.2 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-events==0.10.0 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-lsp==2.2.5 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-server-terminals==0.5.3 ; python_version >= "3.12" and python_version < "4.0"
+jupyter-server==2.14.2 ; python_version >= "3.12" and python_version < "4.0"
+jupyter==1.0.0 ; python_version >= "3.12" and python_version < "4.0"
+jupyterlab-pygments==0.3.0 ; python_version >= "3.12" and python_version < "4.0"
+jupyterlab-server==2.27.3 ; python_version >= "3.12" and python_version < "4.0"
+jupyterlab-widgets==3.0.11 ; python_version >= "3.12" and python_version < "4.0"
+jupyterlab==4.2.4 ; python_version >= "3.12" and python_version < "4.0"
+kiwisolver==1.4.5 ; python_version >= "3.12" and python_version < "4.0"
+langchain-core==0.2.28 ; python_version >= "3.12" and python_version < "4.0"
+langchain-openai==0.1.20 ; python_version >= "3.12" and python_version < "4.0"
+langchain-text-splitters==0.2.2 ; python_version >= "3.12" and python_version < "4.0"
+langchain==0.2.12 ; python_version >= "3.12" and python_version < "4.0"
+langgraph==0.1.19 ; python_version >= "3.12" and python_version < "4.0"
+langsmith==0.1.96 ; python_version >= "3.12" and python_version < "4.0"
+markdown-it-py==3.0.0 ; python_version >= "3.12" and python_version < "4.0"
+markupsafe==2.1.5 ; python_version >= "3.12" and python_version < "4.0"
+matplotlib-inline==0.1.7 ; python_version >= "3.12" and python_version < "4.0"
+matplotlib==3.9.0 ; python_version >= "3.12" and python_version < "4.0"
+mdurl==0.1.2 ; python_version >= "3.12" and python_version < "4.0"
+mistune==3.0.2 ; python_version >= "3.12" and python_version < "4.0"
+msgpack==1.0.8 ; python_version >= "3.12" and python_version < "4.0"
+multidict==6.0.5 ; python_version >= "3.12" and python_version < "4.0"
+nbclient==0.10.0 ; python_version >= "3.12" and python_version < "4.0"
+nbconvert==7.16.4 ; python_version >= "3.12" and python_version < "4.0"
+nbformat==5.10.4 ; python_version >= "3.12" and python_version < "4.0"
+nest-asyncio==1.6.0 ; python_version >= "3.12" and python_version < "4.0"
+networkx==3.3 ; python_version >= "3.12" and python_version < "4.0"
+networkx[default]==3.3 ; python_version >= "3.12" and python_version < "4.0"
+notebook-shim==0.2.4 ; python_version >= "3.12" and python_version < "4.0"
+notebook==7.2.1 ; python_version >= "3.12" and python_version < "4.0"
+numpy==1.26.4 ; python_version >= "3.12" and python_version < "4.0"
+openai==1.38.0 ; python_version >= "3.12" and python_version < "4.0"
+orjson==3.10.6 ; python_version >= "3.12" and python_version < "4.0"
+overrides==7.7.0 ; python_version >= "3.12" and python_version < "4.0"
+packaging==24.1 ; python_version >= "3.12" and python_version < "4.0"
+pandas==2.2.2 ; python_version >= "3.12" and python_version < "4.0"
+pandocfilters==1.5.1 ; python_version >= "3.12" and python_version < "4.0"
+parso==0.8.4 ; python_version >= "3.12" and python_version < "4.0"
+pexpect==4.9.0 ; python_version >= "3.12" and python_version < "4.0" and (sys_platform != "win32" and sys_platform != "emscripten")
+pillow==10.4.0 ; python_version >= "3.12" and python_version < "4.0"
+platformdirs==4.2.2 ; python_version >= "3.12" and python_version < "4.0"
+prometheus-client==0.20.0 ; python_version >= "3.12" and python_version < "4.0"
+prompt-toolkit==3.0.47 ; python_version >= "3.12" and python_version < "4.0"
+proto-plus==1.24.0 ; python_version >= "3.12" and python_version < "4.0"
+protobuf==4.25.4 ; python_version >= "3.12" and python_version < "4.0"
+psutil==6.0.0 ; python_version >= "3.12" and python_version < "4.0"
+ptyprocess==0.7.0 ; python_version >= "3.12" and python_version < "4.0" and (sys_platform != "win32" and sys_platform != "emscripten" or os_name != "nt")
+pure-eval==0.2.3 ; python_version >= "3.12" and python_version < "4.0"
+pyarrow==17.0.0 ; python_version >= "3.12" and python_version < "4.0"
+pyasn1-modules==0.4.0 ; python_version >= "3.12" and python_version < "4.0"
+pyasn1==0.6.0 ; python_version >= "3.12" and python_version < "4.0"
+pycparser==2.22 ; python_version >= "3.12" and python_version < "4.0"
+pydantic-core==2.20.1 ; python_version >= "3.12" and python_version < "4.0"
+pydantic==2.8.2 ; python_version >= "3.12" and python_version < "4.0"
+pydeck==0.9.1 ; python_version >= "3.12" and python_version < "4.0"
+pygments==2.18.0 ; python_version >= "3.12" and python_version < "4.0"
+pyjwt[crypto]==2.9.0 ; python_version >= "3.12" and python_version < "4.0"
+pyparsing==3.1.2 ; python_version >= "3.12" and python_version < "4.0"
+python-dateutil==2.9.0.post0 ; python_version >= "3.12" and python_version < "4.0"
+python-dotenv==1.0.1 ; python_version >= "3.12" and python_version < "4.0"
+python-json-logger==2.0.7 ; python_version >= "3.12" and python_version < "4.0"
+pytz==2024.1 ; python_version >= "3.12" and python_version < "4.0"
+pyvis==0.3.2 ; python_version >= "3.12" and python_version < "4.0"
+pywin32==306 ; sys_platform == "win32" and platform_python_implementation != "PyPy" and python_version >= "3.12" and python_version < "4.0"
+pywinpty==2.0.13 ; python_version >= "3.12" and python_version < "4.0" and os_name == "nt"
+pyyaml==6.0.1 ; python_version >= "3.12" and python_version < "4.0"
+pyzmq==26.1.0 ; python_version >= "3.12" and python_version < "4.0"
+qtconsole==5.5.2 ; python_version >= "3.12" and python_version < "4.0"
+qtpy==2.4.1 ; python_version >= "3.12" and python_version < "4.0"
+referencing==0.35.1 ; python_version >= "3.12" and python_version < "4.0"
+regex==2024.7.24 ; python_version >= "3.12" and python_version < "4.0"
+requests==2.32.3 ; python_version >= "3.12" and python_version < "4.0"
+rfc3339-validator==0.1.4 ; python_version >= "3.12" and python_version < "4.0"
+rfc3986-validator==0.1.1 ; python_version >= "3.12" and python_version < "4.0"
+rich==13.7.1 ; python_version >= "3.12" and python_version < "4.0"
+rpds-py==0.19.1 ; python_version >= "3.12" and python_version < "4.0"
+rsa==4.9 ; python_version >= "3.12" and python_version < "4"
+scipy==1.14.0 ; python_version >= "3.12" and python_version < "4.0"
+send2trash==1.8.3 ; python_version >= "3.12" and python_version < "4.0"
+setuptools==72.1.0 ; python_version >= "3.12" and python_version < "4.0"
+six==1.16.0 ; python_version >= "3.12" and python_version < "4.0"
+smmap==5.0.1 ; python_version >= "3.12" and python_version < "4.0"
+sniffio==1.3.1 ; python_version >= "3.12" and python_version < "4.0"
+soupsieve==2.5 ; python_version >= "3.12" and python_version < "4.0"
+sqlalchemy==2.0.31 ; python_version >= "3.12" and python_version < "4.0"
+stack-data==0.6.3 ; python_version >= "3.12" and python_version < "4.0"
+streamlit==1.37.0 ; python_version >= "3.12" and python_version < "4.0"
+tenacity==8.5.0 ; python_version >= "3.12" and python_version < "4.0"
+terminado==0.18.1 ; python_version >= "3.12" and python_version < "4.0"
+tiktoken==0.7.0 ; python_version >= "3.12" and python_version < "4.0"
+tinycss2==1.3.0 ; python_version >= "3.12" and python_version < "4.0"
+toml==0.10.2 ; python_version >= "3.12" and python_version < "4.0"
+toolz==0.12.1 ; python_version >= "3.12" and python_version < "4.0"
+tornado==6.4.1 ; python_version >= "3.12" and python_version < "4.0"
+tqdm==4.66.5 ; python_version >= "3.12" and python_version < "4.0"
+traitlets==5.14.3 ; python_version >= "3.12" and python_version < "4.0"
+types-python-dateutil==2.9.0.20240316 ; python_version >= "3.12" and python_version < "4.0"
+typing-extensions==4.12.2 ; python_version >= "3.12" and python_version < "4.0"
+tzdata==2024.1 ; python_version >= "3.12" and python_version < "4.0"
+uri-template==1.3.0 ; python_version >= "3.12" and python_version < "4.0"
+uritemplate==4.1.1 ; python_version >= "3.12" and python_version < "4.0"
+urllib3==2.2.2 ; python_version >= "3.12" and python_version < "4.0"
+watchdog==4.0.1 ; python_version >= "3.12" and python_version < "4.0" and platform_system != "Darwin"
+wcwidth==0.2.13 ; python_version >= "3.12" and python_version < "4.0"
+webcolors==24.6.0 ; python_version >= "3.12" and python_version < "4.0"
+webencodings==0.5.1 ; python_version >= "3.12" and python_version < "4.0"
+websocket-client==1.8.0 ; python_version >= "3.12" and python_version < "4.0"
+widgetsnbextension==4.0.11 ; python_version >= "3.12" and python_version < "4.0"
+yarl==1.9.4 ; python_version >= "3.12" and python_version < "4.0"