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Cache sentence transformers + minor fix #75

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Merged
merged 2 commits into from
Jul 17, 2025
Merged

Cache sentence transformers + minor fix #75

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6b57e49
fix missing arg
commit111 Jul 17, 2025
53b5974
load the sentence transformers in dockerfile
commit111 Jul 17, 2025
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3 changes: 3 additions & 0 deletions app/Dockerfile
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Expand Up @@ -33,6 +33,9 @@ COPY requirements.txt /app/
# Install Python dependencies
RUN pip install --no-cache-dir -r requirements.txt

# Preload the sentence transformer model to cache
RUN python -c "from sentence_transformers import SentenceTransformer; SentenceTransformer('all-MiniLM-L6-v2')"

# Copy the application source code into the container
COPY . /app

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2 changes: 1 addition & 1 deletion app/app.py
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Expand Up @@ -193,7 +193,7 @@ def handle_webhook():

# Fetch the conversation and generate an LLM answer for the user
logger.info(f"Detected a user reply in conversation {conversation_id}; fetching an answer from LLM...")
answer_intercom_conversation(app.rag_system, conversation_id)
answer_intercom_conversation(app.rag_system, conversation_id, topic)

else:
logger.info(f"Received webhook for unsupported topic: {topic}; no action taken.")
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