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feat: implements modal wrapper + dockerfile for modal containers
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FROM python:3.11-slim | ||
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# Set environment variables | ||
ENV PIP_NO_CACHE_DIR=true | ||
ENV PATH="${PATH}:/root/.poetry/bin" | ||
ENV PYTHONPATH=/app | ||
ENV RUN_MODE=modal | ||
ENV SKIP_MIGRATIONS=true | ||
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# System dependencies | ||
RUN apt-get update && apt-get install -y \ | ||
gcc \ | ||
libpq-dev \ | ||
git \ | ||
curl \ | ||
build-essential \ | ||
&& rm -rf /var/lib/apt/lists/* | ||
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WORKDIR /app | ||
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ENV PYTHONPATH=/app | ||
WORKDIR /app | ||
COPY pyproject.toml poetry.lock /app/ | ||
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RUN pip install poetry | ||
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RUN poetry install --all-extras --no-root --without dev | ||
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COPY cognee/ /app/cognee | ||
COPY README.md /app/README.md |
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import modal | ||
import os | ||
import logging | ||
import asyncio | ||
import cognee | ||
import sentry_sdk | ||
import concurrent.futures | ||
import signal | ||
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from cognee.api.v1.search import SearchType | ||
from cognee.shared.utils import setup_logging | ||
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app = modal.App("cognee-runner") | ||
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image = ( | ||
modal.Image.from_dockerfile(path="Dockerfile_modal", force_build=False) | ||
.copy_local_file("pyproject.toml", "pyproject.toml") | ||
.copy_local_file("poetry.lock", "poetry.lock") | ||
.env({"ENV": os.getenv("ENV"), "LLM_API_KEY": os.getenv("LLM_API_KEY")}) | ||
.poetry_install_from_file(poetry_pyproject_toml="pyproject.toml") | ||
.pip_install("protobuf", "h2") | ||
) | ||
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@app.function(image=image, concurrency_limit=5) | ||
async def entry(text: str, query: str): | ||
try: | ||
setup_logging(logging.ERROR) | ||
sentry_sdk.init(dsn=None) | ||
await cognee.prune.prune_data() | ||
await cognee.prune.prune_system(metadata=True) | ||
await cognee.add(text) | ||
await cognee.cognify() | ||
search_results = await cognee.search(SearchType.GRAPH_COMPLETION, query_text=query) | ||
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return { | ||
"text": text, | ||
"query": query, | ||
"answer": search_results[0] if search_results else None, | ||
} | ||
finally: | ||
await asyncio.sleep(1) | ||
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@app.local_entrypoint() | ||
async def main(): | ||
text_queries = [ | ||
{ | ||
"text": "The Mars 2023 mission discovered 4.3% water content in soil samples from Jezero Crater.", | ||
"query": "What percentage of water was found in Jezero Crater's soil based on the provided context?", | ||
}, | ||
{ | ||
"text": "Bluefin tuna populations decreased by 72% in the Mediterranean between 2010-2022 according to WWF.", | ||
"query": "What percentage of water was found in Jezero Crater's soil based on the provided context?", | ||
}, | ||
{ | ||
"text": "Tesla's Q2 2024 report shows 412,000 Model Y vehicles produced with new 4680 battery cells.", | ||
"query": "How many Model Y cars used the 4680 batteries in Q2 2024?", | ||
}, | ||
{ | ||
"text": "A 2023 Johns Hopkins study found 23-minute daily naps improve cognitive performance by 18% in adults.", | ||
"query": "What duration of daily naps boosts cognition according to the 2023 study?", | ||
}, | ||
] | ||
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tasks = [entry.remote.aio(item["text"], item["query"]) for item in text_queries] | ||
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results = await asyncio.gather(*tasks) | ||
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print("\nFinal Results:") | ||
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for result in results: | ||
print(result) | ||
print("----") | ||
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os.kill(os.getpid(), signal.SIGKILL) | ||
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return 0 |