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Pleias-SLM-RAG

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rag
retrieval-augmented-generation
llama-cpp
flask
raspberry-pi
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carlosrosas commited on
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Upload Pleias-SLM-RAG: code, example data, model weights, model card

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+ # Python
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+ __pycache__/
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+ *.py[cod]
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+ *$py.class
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+ *.so
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+ .Python
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+ venv/
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+ .venv/
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+ *.egg-info/
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+
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+ # IDE
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+ .idea/
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+ .vscode/
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+ *.swp
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+
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+ # Git
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+ .git/
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+ .gitignore
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+
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+ # Docker
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+ Dockerfile
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+ docker-build.sh
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+ .dockerignore
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+
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+ # Misc
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+ README.md
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+ *.txt
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+ *.log
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Dockerfile ADDED
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1
+ # syntax=docker/dockerfile:1
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+ FROM python:3.11-slim-bookworm
3
+
4
+ WORKDIR /app
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+
6
+ # Install build dependencies for llama-cpp-python
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+ RUN apt-get update && apt-get install -y --no-install-recommends \
8
+ build-essential \
9
+ cmake \
10
+ && rm -rf /var/lib/apt/lists/*
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+
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+ # Install Python dependencies
13
+ # Optimized for Raspberry Pi 5 (Cortex-A76)
14
+ ENV CMAKE_ARGS="-DGGML_NATIVE=OFF -DGGML_CPU_ARM_ARCH=armv8.2-a+dotprod+fp16 -DGGML_OPENMP=ON"
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+ RUN pip install --no-cache-dir \
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+ flask \
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+ lancedb \
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+ pandas \
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+ llama-cpp-python
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+
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+ # Copy application code
22
+ COPY src/ ./src/
23
+ COPY data/ ./data/
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+ COPY models/ ./models/
25
+
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+ # Expose the API port
27
+ EXPOSE 8081
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+
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+ # Run the server
30
+ CMD ["python", "-m", "src.main", "--host", "0.0.0.0", "--port", "8081"]
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  # Pleias-SLM-RAG — on-device RAG API
2
 
3
  A tiny, fully self-contained **Retrieval-Augmented Generation** server. It wraps a small
 
1
+ ---
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+ license: apache-2.0
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+ language:
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+ - en
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+ - fr
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+ tags:
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+ - rag
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+ - retrieval-augmented-generation
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+ - gguf
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+ - llama-cpp
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+ - flask
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+ - raspberry-pi
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+ - on-device
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+ - edge
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+ pipeline_tag: text-generation
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+ ---
17
+
18
  # Pleias-SLM-RAG — on-device RAG API
19
 
20
  A tiny, fully self-contained **Retrieval-Augmented Generation** server. It wraps a small
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