diff --git a/.github/requirements.txt b/.github/requirements.txt
new file mode 100644
index 00000000..a3bd7204
--- /dev/null
+++ b/.github/requirements.txt
@@ -0,0 +1,6 @@
+langchain
+langchain_openai
+langchain_core
+langchain_community
+faiss-cpu
+
diff --git a/.github/scripts/document_QA_script.py b/.github/scripts/document_QA_script.py
new file mode 100644
index 00000000..175528cd
--- /dev/null
+++ b/.github/scripts/document_QA_script.py
@@ -0,0 +1,74 @@
+'''
+
+This script is intended to used as Github Action
+02/25/2024, created by Benhao Huang
+
+'''
+
+import argparse
+import os
+from langchain.chains import create_retrieval_chain
+from langchain.chains.combine_documents import create_stuff_documents_chain
+from langchain_openai import ChatOpenAI, OpenAIEmbeddings
+from langchain_core.prompts import ChatPromptTemplate
+from langchain_community.vectorstores import FAISS
+import base64
+
+
+# Set the OpenAI API key
+# os.environ["OPENAI_API_KEY"] = "your openai key"
+
+# Read the OpenAI API key from an environment variable
+openai_api_key = os.getenv("OPENAI_API_KEY")
+
+# Ensure the OpenAI API key is set in the environment for library use
+os.environ["OPENAI_API_KEY"] = openai_api_key
+
+root = os.path.dirname(os.path.dirname(os.path.dirname(__file__)))
+
+
+vector_path = os.path.join(root, ".github")
+
+# Initialize the embeddings
+embeddings = OpenAIEmbeddings()
+
+# Setup argument parser
+argparser = argparse.ArgumentParser()
+argparser.add_argument("--query", help="your question")
+
+query = os.getenv("QUESTION", "say: Please provide something.")
+
+# Initialize GPT-4
+gpt4 = ChatOpenAI(model="gpt-4-0125-preview")
+
+# Load the vector store
+index_file_path = os.path.join(vector_path, "vector_store")
+vector = FAISS.load_local(index_file_path, embeddings, index_name="my_vector_index")
+
+# Create the prompt template
+prompt = ChatPromptTemplate.from_template("""You should answer following problem strictly follow the documents provided. Answer the following question based only on the provided context in a format which is suitable for Github comment:
+
+<context>
+{context}
+</context>
+
+Question: {input}""")
+
+# Create the document chain
+document_chain = create_stuff_documents_chain(gpt4, prompt)
+
+# Create the retriever
+retriever = vector.as_retriever()
+
+# Create the retrieval chain
+retrieval_chain = create_retrieval_chain(retriever, document_chain)
+
+query_str = "{}".format(query)
+
+# Invoke the retrieval chain with a sample input
+response = retrieval_chain.invoke({"input": query_str})["answer"]
+
+encoded_answer = base64.b64encode(response.encode("utf-8")).decode("utf-8")
+
+print(encoded_answer)
+
diff --git a/.github/vector_store/my_vector_index.faiss b/.github/vector_store/my_vector_index.faiss
new file mode 100644
index 00000000..b6e532d6
Binary files /dev/null and b/.github/vector_store/my_vector_index.faiss differ
diff --git a/.github/vector_store/my_vector_index.pkl b/.github/vector_store/my_vector_index.pkl
new file mode 100644
index 00000000..eb1530f8
Binary files /dev/null and b/.github/vector_store/my_vector_index.pkl differ
diff --git a/.github/workflows/process_question.yml b/.github/workflows/process_question.yml
new file mode 100644
index 00000000..41b6acbe
--- /dev/null
+++ b/.github/workflows/process_question.yml
@@ -0,0 +1,76 @@
+name: Process Question in Issue Comment
+on:
+ issue_comment:
+ types: [created]
+ issues:
+ types: [opened]
+
+jobs:
+ process-question:
+ if: >
+ github.event_name == 'issue_comment' && contains(github.event.comment.body, '@bot') ||
+ github.event_name == 'issues' && contains(github.event.issue.body, '@bot')
+ runs-on: ubuntu-latest
+ steps:
+ - name: Checkout code
+ uses: actions/checkout@v2
+
+ - name: Set up Python 3.9
+ uses: actions/setup-python@v2
+ with:
+ python-version: "3.9"
+
+ - name: Cache Python dependencies
+ uses: actions/cache@v2
+ with:
+ path: |
+ ~/.cache/pip
+ !~/.cache/pip/log
+ key: ${{ runner.os }}-pip-${{ hashFiles('**/.github/requirements.txt') }}
+ restore-keys: |
+ ${{ runner.os }}-pip-
+
+ - name: Install dependencies
+ run: |
+ pip install -r ./.github/requirements.txt
+
+ - name: Extract Question
+ id: get-question
+ run: |
+ if [ "${{ github.event_name }}" == "issue_comment" ]; then
+ QUESTION=$(echo "${{ github.event.comment.body }}" | grep -oP '(?<=@bot ).*')
+ else
+ QUESTION=$(echo "${{ github.event.issue.body }}" | grep -oP '(?<=@bot ).*')
+ fi
+ echo "question=$QUESTION" >> $GITHUB_OUTPUT
+
+ - name: Run Python script
+ id: run-script
+ env:
+ OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}
+ QUESTION: ${{ steps.get-question.outputs.question }}
+ run: |
+ ANSWER=$(python .github/scripts/document_QA_script.py)
+ echo "encoded_answer=$ANSWER" >> $GITHUB_ENV
+
+ - name: Decode and create comment
+ id: decode-answer
+ env:
+ ENCODED_ANSWER: ${{ env.encoded_answer }}
+ run: |
+ echo "Decoding..."
+ EOF=$(dd if=/dev/urandom bs=15 count=1 status=none | base64)
+ DECODED_ANSWER=$(echo $ENCODED_ANSWER | base64 --decode)
+ echo "answer<<$EOF" >> $GITHUB_OUTPUT
+ echo "$DECODED_ANSWER" >> $GITHUB_OUTPUT
+ echo "$EOF" >> $GITHUB_OUTPUT
+
+ - name: Create Comment with Answer
+ uses: peter-evans/create-or-update-comment@v4
+ with:
+ issue-number: ${{ github.event.issue.number }}
+ body: |
+ Here is the answer to your question:
+ ${{ steps.decode-answer.outputs.answer }}
+ reactions: "+1"
+ token: ${{ secrets.GITHUB_TOKEN }}
diff --git a/.lh/.github/workflows/process_question.yml.json b/.lh/.github/workflows/process_question.yml.json
new file mode 100644
index 00000000..75462c11
--- /dev/null
+++ b/.lh/.github/workflows/process_question.yml.json
@@ -0,0 +1,18 @@
+{
+ "sourceFile": ".github/workflows/process_question.yml",
+ "activeCommit": 0,
+ "commits": [
+ {
+ "activePatchIndex": 0,
+ "patches": [
+ {
+ "date": 1708923888992,
+ "content": "Index: \n===================================================================\n--- \n+++ \n"
+ }
+ ],
+ "date": 1708923888992,
+ "name": "Commit-0",
+ "content": "name: Process Question in Issue Comment\non:\n issue_comment:\n types: [created]\n issues:\n types: [opened]\n\njobs:\n process-question:\n if: >\n github.event_name == 'issue_comment' && contains(github.event.comment.body, '@bot') ||\n github.event_name == 'issues' && contains(github.event.issue.body, '@bot')\n runs-on: ubuntu-latest\n steps:\n - name: Checkout code\n uses: actions/checkout@v2\n\n - name: Set up Python 3.9\n uses: actions/setup-python@v2\n with:\n python-version: \"3.9\"\n\n - name: Cache Python dependencies\n uses: actions/cache@v2\n with:\n path: |\n ~/.cache/pip\n !~/.cache/pip/log\n key: ${{ runner.os }}-pip-${{ hashFiles('**/.github/requirements.txt') }}\n restore-keys: |\n ${{ runner.os }}-pip-\n\n - name: Install dependencies\n run: |\n pip install -r ./.github/requirements.txt\n\n - name: Extract Question\n id: get-question\n run: |\n if [ \"${{ github.event_name }}\" == \"issue_comment\" ]; then\n QUESTION=$(echo \"${{ github.event.comment.body }}\" | grep -oP '(?<=@bot ).*')\n else\n QUESTION=$(echo \"${{ github.event.issue.body }}\" | grep -oP '(?<=@bot ).*')\n fi\n echo \"question=$QUESTION\" >> $GITHUB_OUTPUT\n\n - name: Run Python script\n id: run-script\n env:\n OPENAI_API_KEY: ${{ secrets.OPENAI_API_KEY }}\n QUESTION: ${{ steps.get-question.outputs.question }}\n run: |\n ANSWER=$(python .github/scripts/document_QA_script.py)\n echo \"encoded_answer=$ANSWER\" >> $GITHUB_ENV\n\n - name: Decode and create comment\n id: decode-answer\n env:\n ENCODED_ANSWER: ${{ env.encoded_answer }}\n run: |\n echo \"Decoding...\"\n EOF=$(dd if=/dev/urandom bs=15 count=1 status=none | base64)\n DECODED_ANSWER=$(echo $ENCODED_ANSWER | base64 --decode)\n echo \"answer<<$EOF\" >> $GITHUB_OUTPUT\n echo \"$DECODED_ANSWER\" >> $GITHUB_OUTPUT\n echo \"$EOF\" >> $GITHUB_OUTPUT\n\n - name: Create Comment with Answer\n uses: peter-evans/create-or-update-comment@v4\n with:\n issue-number: ${{ github.event.issue.number }}\n body: |\n Here is the answer to your question:\n ${{ steps.decode-answer.outputs.answer }}\n reactions: \"+1\"\n token: ${{ secrets.GITHUB_TOKEN }}\n"
+ }
+ ]
+}
\ No newline at end of file
diff --git a/.lh/.lhignore b/.lh/.lhignore
new file mode 100644
index 00000000..1de51008
--- /dev/null
+++ b/.lh/.lhignore
@@ -0,0 +1,6 @@
+# list file to not track by the local-history extension. comment line starts with a '#' character
+# each line describe a regular expression pattern (search for 'Javascript regex')
+# it will relate to the workspace directory root. for example:
+# '.*\.txt' ignores any file with 'txt' extension
+# '/test/.*' ignores all the files under the 'test' directory
+# '.*/test/.*' ignores all the files under any 'test' directory (even under sub-folders)
diff --git a/.lh/requirements.txt.json b/.lh/requirements.txt.json
new file mode 100644
index 00000000..c10681ca
--- /dev/null
+++ b/.lh/requirements.txt.json
@@ -0,0 +1,18 @@
+{
+ "sourceFile": "requirements.txt",
+ "activeCommit": 0,
+ "commits": [
+ {
+ "activePatchIndex": 0,
+ "patches": [
+ {
+ "date": 1708923787478,
+ "content": "Index: \n===================================================================\n--- \n+++ \n"
+ }
+ ],
+ "date": 1708923787478,
+ "name": "Commit-0",
+ "content": "numpy>=1.19\nscipy>=1.5\ntorch>=1.10\ndgl>=0.6"
+ }
+ ]
+}
\ No newline at end of file