generate working schema

.devcontainer/.env.example

@@ -1,6 +0,0 @@
-MODEL_NAME=gpt-4-turbo-preview
-
-OPENAI_API_KEY=sk-xxxx..
-LANGFUSE_PUBLIC_KEY=pk-lf-...
-LANGFUSE_SECRET_KEY=sk-lf-...
-LANGFUSE_HOST=http://brunix-observability:3000

.devcontainer/Dockerfile_v1

@@ -1,36 +0,0 @@
-FROM python:3.11-slim
-
-ENV PYTHONDONTWRITEBYTECODE=1
-ENV PYTHONUNBUFFERED=1
-
-WORKDIR /app
-
-RUN apt-get update && apt-get install -y --no-install-recommends \
-    build-essential \
-    curl \
-    protobuf-compiler \ 
-    && rm -rf /var/lib/apt/lists/*
-
-RUN pip install --no-cache-dir --upgrade pip
-
-RUN pip install --no-cache-dir \
-    langchain==0.1.0 \
-    langchain-community==0.0.10 \
-    langchain-elasticsearch \
-    grpcio \
-    grpcio-tools \
-    grpcio-reflection \
-    pydantic 
-
-COPY ./protos ./protos
-COPY . .
-
-RUN python -m grpc_tools.protoc \
-    --proto_path=./protos \
-    --python_out=./src \
-    --grpc_python_out=./src \
-    ./protos/brunix.proto
-
-EXPOSE 50051
-
-CMD ["python", "src/server.py"]

.devcontainer/devcontainer.env

@@ -1,8 +0,0 @@
-ELASTICSEARCH_URL=http://host.docker.internal:9200
-DATABASE_URL=postgresql://postgres:brunix_pass@host.docker.internal:5432/postgres
-
-LANGFUSE_HOST=http://45.77.119.180
-LANGFUSE_PUBLIC_KEY=pk-lf-0e6db694-3e95-4dd4-aedf-5a2694267058
-LANGFUSE_SECRET_KEY=sk-lf-dbf28bb9-15bb-4d03-a8c3-05caa3e3905f
-LLM_BASE_URL=http://host.docker.internal:11434
-OPENAI_API_KEY=MTswYuNlhhRLLw7EGSAz_ID9qeELinoB9x4zF8qVyQo4T3BlbkFJvS3HrA3Rqr0CtlET442uQ1nEiJtWD

.devcontainer/devcontainer.json

@@ -1,30 +1,26 @@
 {
   "name": "brunix-assistance-engine",
-  "build": {
+  "dockerComposeFile": "../docker-compose.yaml",
-    "dockerfile": "Dockerfile",
+  "service": "brunix-engine",
-    "dockerComposeFile": "docker-compose.yaml",
+  "workspaceFolder": "/workspace",
-    "context": "../"
+  "remoteUser": "root",
-  },
   "runArgs": [
-    "-p",
-    "50052:50051",
-    "--env-file",
-    ".devcontainer/devcontainer.env",
     "--add-host",
     "host.docker.internal:host-gateway"
   ],
   "customizations": {
     "vscode": {
       "extensions": [
-        "quarto.quarto",
-        "ms-azuretools.vscode-docker",
         "ms-python.python",
-        "ms-vscode-remote.remote-containers",
+        "ms-python.vscode-pylance",
-        "yzhang.markdown-all-in-one",
+        "ms-python.debugpy",
-        "redhat.vscode-yaml",
+        "astral-sh.ruff",
-        "ms-toolsai.jupyter",
+        "ms-python.black-formatter",
-        "hediet.vscode-drawio"
+        "njpwerner.autodocstring"
-      ]
+      ],
+      "settings": {
+        "python.defaultInterpreterPath": "/usr/local/bin/python"
+      }
     }
   }
 }

.dockerignore

@@ -0,0 +1,53 @@
+# Documentation
+*.md
+documentation/
+
+# Build and dependency files
+Makefile
+*.pyc
+__pycache__/
+*.egg-info/
+dist/
+build/
+
+# Development and testing
+.venv/
+venv/
+env/
+.pytest_cache/
+.coverage
+
+# Git and version control
+.git/
+.gitignore
+.gitattributes
+
+# IDE and editor files
+.vscode/
+.idea/
+*.swp
+*.swo
+*~
+.DS_Store
+
+# Environment files
+.env
+.env.local
+.env.*.local
+
+# Docker files (no copy Docker files into the image)
+Dockerfile
+docker-compose.yaml
+
+# CI/CD
+.github/
+.gitlab-ci.yml
+
+# Temporary files
+*.tmp
+*.log
+scratches/
+
+# Node modules (if any)
+node_modules/
+npm-debug.log

Dockerfile

@@ -3,6 +3,7 @@ FROM python:3.11-slim
 ENV PYTHONDONTWRITEBYTECODE=1
 ENV PYTHONUNBUFFERED=1
 
+
 WORKDIR /app
 
 COPY ./requirements.txt .

Makefile

@@ -0,0 +1,22 @@
+.PHONY: help requirements docker-build docker-up docker-down clean start tunnels_up
+
+help:
+	@echo "Available commands:"
+	@echo "  make sync_requirements    - Export dependencies from pyproject.toml to requirements.txt"
+	@echo "  make tunnels_up                - Start tunnels"
+	@echo "  make compose_up                - Run tunnels script and start Docker Compose"
+
+sync_requirements:
+	@echo "Exporting dependencies from pyproject.toml to requirements.txt..."
+	uv export --format requirements-txt --no-hashes --no-dev -o requirements.txt
+	@echo "✓ requirements.txt updated successfully"
+
+tunnels_up:
+	bash ./scripts/start-tunnels.sh < /dev/null &
+	@echo "✓ Tunnels started!"
+
+compose_up:
+	bash ./scripts/start-tunnels.sh < /dev/null &
+	sleep 2
+	docker compose up -d --build
+	@echo "✓ Done!"

docker-compose.yaml

@@ -4,6 +4,9 @@ services:
   brunix-engine:
     build: .
     container_name: brunix-assistance-engine
+    volumes:
+      - .:/workspace
+    env_file: .env
     ports:
       - "50052:50051"
     environment:

pyproject.toml

@@ -6,6 +6,7 @@ readme = "README.md"
 requires-python = ">=3.11"
 dependencies = [
     "grpcio>=1.78.0",
+    "grpcio-reflection>=1.78.0",
     "grpcio-tools>=1.78.0",
     "langchain>=1.2.10",
     "langchain-community>=0.4.1",

requirements.txt

@@ -20,6 +20,10 @@ certifi==2026.1.4
     #   requests
 charset-normalizer==3.4.4
     # via requests
+colorama==0.4.6 ; sys_platform == 'win32'
+    # via
+    #   loguru
+    #   tqdm
 dataclasses-json==0.6.7
     # via langchain-community
 elastic-transport==8.17.1
@@ -67,7 +71,7 @@ langchain-classic==1.0.1
     # via langchain-community
 langchain-community==0.4.1
     # via assistance-engine
-langchain-core==1.2.12
+langchain-core==1.2.11
     # via
     #   langchain
     #   langchain-classic
@@ -96,6 +100,8 @@ langsmith==0.7.1
     #   langchain-classic
     #   langchain-community
     #   langchain-core
+loguru==0.7.3
+    # via assistance-engine
 marshmallow==3.26.2
     # via dataclasses-json
 multidict==6.7.1
@@ -106,8 +112,10 @@ mypy-extensions==1.1.0
     # via typing-inspect
 numpy==2.4.2
     # via
+    #   assistance-engine
     #   elasticsearch
     #   langchain-community
+    #   pandas
 orjson==3.11.7
     # via
     #   langgraph-sdk
@@ -119,6 +127,8 @@ packaging==26.0
     #   langchain-core
     #   langsmith
     #   marshmallow
+pandas==3.0.0
+    # via assistance-engine
 propcache==0.4.1
     # via
     #   aiohttp
@@ -129,7 +139,6 @@ protobuf==6.33.5
     #   grpcio-tools
 pydantic==2.12.5
     # via
-    #   assistance-engine
     #   langchain
     #   langchain-classic
     #   langchain-core
@@ -141,9 +150,13 @@ pydantic-core==2.41.5
 pydantic-settings==2.12.0
     # via langchain-community
 python-dateutil==2.9.0.post0
-    # via elasticsearch
+    # via
+    #   elasticsearch
+    #   pandas
 python-dotenv==1.2.1
-    # via pydantic-settings
+    # via
+    #   assistance-engine
+    #   pydantic-settings
 pyyaml==6.0.3
     # via
     #   langchain-classic
@@ -171,6 +184,8 @@ tenacity==9.1.4
     # via
     #   langchain-community
     #   langchain-core
+tqdm==4.67.3
+    # via assistance-engine
 typing-extensions==4.15.0
     # via
     #   aiosignal
@@ -189,6 +204,8 @@ typing-inspection==0.4.2
     # via
     #   pydantic
     #   pydantic-settings
+tzdata==2025.3 ; sys_platform == 'emscripten' or sys_platform == 'win32'
+    # via pandas
 urllib3==2.6.3
     # via
     #   elastic-transport
@@ -197,6 +214,8 @@ uuid-utils==0.14.0
     # via
     #   langchain-core
     #   langsmith
+win32-setctime==1.2.0 ; sys_platform == 'win32'
+    # via loguru
 xxhash==3.6.0
     # via
     #   langgraph

scratches/pseco/tst_elastic_seach.py

@@ -0,0 +1,5 @@
+from langchain_elasticsearch import ElasticsearchStore
+print("Hello world")
+
+
+

scripts/start-tunnels.sh

@@ -3,8 +3,6 @@
 # Start Infrastructure Tunnels for Brunix Assistance Engine
 # Connects to the Devaron Cluster in Vultr Cloud
 
-set -e
-
 SCRIPT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)"
 PROJECT_ROOT="$(cd "$SCRIPT_DIR/.." && pwd)"
 KUBECONFIG_PATH="$PROJECT_ROOT/$(grep KUBECONFIG_PATH "$PROJECT_ROOT/.env" | cut -d '=' -f2)"
@@ -49,7 +47,3 @@ echo ""
 echo "To stop all tunnels, run:"
 echo "  kill $OLLAMA_PID $ES_PID $PG_PID"
 echo ""
-echo "Press Ctrl+C to stop all tunnels and exit..."
-
-# Wait for all background processes
-wait

uv.lock

@@ -1,5 +1,5 @@
 version = 1
-revision = 3
+revision = 2
 requires-python = ">=3.11"
 resolution-markers = [
     "python_full_version >= '3.14' and sys_platform == 'win32'",
@@ -165,6 +165,7 @@ version = "0.1.0"
 source = { virtual = "." }
 dependencies = [
     { name = "grpcio" },
+    { name = "grpcio-reflection" },
     { name = "grpcio-tools" },
     { name = "langchain" },
     { name = "langchain-community" },
@@ -179,6 +180,7 @@ dependencies = [
 [package.metadata]
 requires-dist = [
     { name = "grpcio", specifier = ">=1.78.0" },
+    { name = "grpcio-reflection", specifier = ">=1.78.0" },
     { name = "grpcio-tools", specifier = ">=1.78.0" },
     { name = "langchain", specifier = ">=1.2.10" },
     { name = "langchain-community", specifier = ">=0.4.1" },
@@ -544,6 +546,19 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/48/b2/b096ccce418882fbfda4f7496f9357aaa9a5af1896a9a7f60d9f2b275a06/grpcio-1.78.0-cp314-cp314-win_amd64.whl", hash = "sha256:dce09d6116df20a96acfdbf85e4866258c3758180e8c49845d6ba8248b6d0bbb", size = 4929852, upload-time = "2026-02-06T09:56:45.885Z" },
 ]
 
+[[package]]
+name = "grpcio-reflection"
+version = "1.78.0"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "grpcio" },
+    { name = "protobuf" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/31/06/337546aae558675f79cae2a8c1ce0c9b1952cbc5c28b01878f68d040f5bb/grpcio_reflection-1.78.0.tar.gz", hash = "sha256:e6e60c0b85dbcdf963b4d4d150c0f1d238ba891d805b575c52c0365d07fc0c40", size = 19098, upload-time = "2026-02-06T10:01:52.225Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/df/6d/4d095d27ccd049865ecdafc467754e9e47ad0f677a30dda969c3590f6582/grpcio_reflection-1.78.0-py3-none-any.whl", hash = "sha256:06fcfde9e6888cdd12e9dd1cf6dc7c440c2e9acf420f696ccbe008672ed05b60", size = 22800, upload-time = "2026-02-06T10:01:33.822Z" },
+]
+
 [[package]]
 name = "grpcio-tools"
 version = "1.78.0"