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Dockerfile

@@ -1,50 +1,29 @@
-# Base image
-FROM python:3.11
+# Use the official Python 3.12 image
+FROM python:3.12-slim
 
+# Set the working directory
 WORKDIR /app
 
-# Update pip
-RUN pip install --upgrade pip
-
-# Install system dependencies
+# Install required system dependencies
 RUN apt-get update && apt-get install -y \
-    git \
-    git-lfs \
-    ffmpeg \
-    libsm6 \
-    libxext6 \
-    cmake \
-    rsync \
-    libgl1 \
     curl \
-    && rm -rf /var/lib/apt/lists/* \
-    && git lfs install
-
-# Install Node.js 20.x
-RUN curl -fsSL https://deb.nodesource.com/setup_20.x | bash - && \
-    apt-get install -y nodejs && \
-    rm -rf /var/lib/apt/lists/*
-
-# Install fontsource-inter (Node.js package)
-RUN npm install fontsource-inter
-
-# Copy requirements.txt
-COPY requirements.txt /tmp/requirements.txt
-
-# Install Python dependencies
-RUN pip install --no-cache-dir -r /tmp/requirements.txt
+    git \
+    libpq-dev \
+    gcc \
+    && rm -rf /var/lib/apt/lists/*
 
-# Copy app code
-COPY ./ /app
+# Create the /app/files directory and set full permissions
+RUN mkdir -p /app/.files && chmod 777 /app/.files
+RUN mkdir -p /app/logs && chmod 777 /app/logs
+RUN mkdir -p /app/observability_data && chmod 777 /app/observability_data
 
-# Create symlink for convenience
-RUN mkdir -p /home/user && ( [ -e /home/user/app ] || ln -s /app/ /home/user/app ) || true
+# Copy the current repository into the container
+COPY . /app
 
-# Set environment variable for Google API Key (override at runtime if needed)
-ENV GOOGLE_API_KEY="AIzaSyCMQ1C95v7GSyb5zjD5LJE146ikZur8Jfs"
+# Upgrade pip and install dependencies
+RUN pip install --upgrade pip && \
+    pip install -r requirements.txt
 
-# Expose port (for Gradio or uvicorn)
 EXPOSE 7860
 
-# Default command
-CMD ["python", "app.py"]
+CMD python -m chainlit run app/app.py -w --host 0.0.0.0 --port 7860

chainlit.md

@@ -0,0 +1,37 @@
+# Welcome to Reasoner4All! 🚀🤖
+
+Reasoner4All is a simple demo that allows you to supercharge your favorite LLMs by integrating advanced reasoning capabilities from the latest open-source thinking models. Whether you're working with OpenAI, Mistral, Groq, or Gemini, this framework seamlessly enhances their decision-making with an additional reasoning layer. Leverage models like DeepSeek R1 Distill LLaMA-70B to improve your AI's problem-solving skills and contextual understanding!
+
+## Useful Links 🔗
+
+- AiCore [Repo](https://github.com/BrunoV21/AiCore) my custom wrapper around multiple providers which uniforms streaming, json outputs and reasoning integration.
+
+## Features
+
+**Supports Multiple LLM Providers**
+- OpenAI
+- Mistral
+- Groq (including DeepSeek R1 Distill LLaMA-70B for reasoning)
+- Gemini
+- and more!
+
+**Reasoner Integration** 
+- Uses an additional (reasoning) LLM to enhance reasoning capabilities
+- Support for Deepseek R1 Distill LLaMA-70B (Groq Hosted) and Deepseek R1 (Nvidia Hosted)
+
+**Conversation History**
+- For context reasons the converstation history up to latest 4096 tokens is preserved and passed to the llms as context
+
+## User Interface
+**Settings**
+- Provider and Model selection
+- Reasoner Option and Model selection
+- Support for System Propmpt and Reasoner System prompt specification
+
+**Profiles**
+- Reasoner4All uses a series of pre-set API Keys for demo purposes
+- OpenAi allows you to connect to your models with support for api key if required *don't worry I am not logging your keys anwyehre but you can check the src code of this space to be sure :)*
+
+**Chat**
+- Reasoning steps appear inside a step which can be expanded to visualize the process
+

docker-compose.yaml

@@ -0,0 +1,15 @@
+version: "3.8"
+
+services:
+  app:
+    build:
+      context: .
+      dockerfile: Dockerfile
+    env_file:
+      - .env
+    ports:
+      - "7860:7860"
+    volumes:
+      - .:/app
+    restart: unless-stopped
+    command: python -m chainlit run app/app.py -w --host 0.0.0.0 --port 7860

dockerignore

@@ -0,0 +1,8 @@
+.env
+.logs
+config.yml
+config.yaml
+Dockerfile
+.dockerignore
+
+config/config.yml

gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

gitignore

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+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/
+
+# PyPI configuration file
+.pypirc
+
+config/config.yml
+
+public/
+
+*/storage/
+
+logs/

requirements.txt

@@ -1,7 +1,3 @@
-gradio==5.42.0
-fastapi
-openai
-requests
-markdown
-uvicorn
-google-generativeai
+core-for-ai @ git+https://github.com/BrunoV21/AiCore.git#egg=core-for-ai[all]
+chainlit==2.1.0
+# pymupdf4llm==0.0.17