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v1.0.0 ... main

Author SHA1 Message Date
03de027313 fix: Simplify CI workflow by removing redundant build job
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2026-01-31 16:39:00 +00:00
40bf87d458 fix: Build from root directory where pyproject.toml is located
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2026-01-31 16:32:56 +00:00
7f29b2066c fix: Add checkout step to build job and enable pip caching
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f3a693ecb3 fix: combine CI build and verify steps for persistent shell context
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cac6a5c810 fix: correct CI dependency installation path
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08b5c2462c fix: correct CI dependency installation path
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2026-01-31 16:06:10 +00:00
ec57e132dd feat: add core commands, services, prompts and utilities
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dd274b0cfb feat: add core commands, services, prompts and utilities
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1bfe8ddcff feat: add core commands, services, prompts and utilities
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fc44505e5f feat: add core commands, services, prompts and utilities
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0778272741 feat: add core commands, services, prompts and utilities
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868fec8528 feat: add core commands, services, prompts and utilities
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859bff6bbb feat: add core commands, services, prompts and utilities
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006445748f feat: add core commands, services, prompts and utilities
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9d35a6bd88 feat: add core commands, services, prompts and utilities
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c43edf8913 feat: add core commands, services, prompts and utilities
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bdaa84b108 feat: add core commands, services, prompts and utilities
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864b4f5e9d feat: add core commands, services, prompts and utilities
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1ea0015155 feat: add core commands, services, prompts and utilities
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c663fd1e1b feat: add core commands, services, prompts and utilities
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9283fb1aba feat: add core commands, services, prompts and utilities
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7918baeda2 feat: add core commands, services, prompts and utilities
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febd258646 fix: resolve CI workflow configuration issues
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9b3bd0e684 fix: resolve CI workflow configuration issues
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bec9fda44b fix: resolve CI workflow configuration issues
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56e6c837a8 fix: resolve CI workflow configuration issues
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56d23ec89b fix: resolve CI workflow configuration issues
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71934c7173 fix: resolve CI workflow configuration issues
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68a0b9dba0 fix: resolve CI workflow configuration issues
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ea17b6efb2 fix: resolve CI workflow configuration issues
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589cfccb3f fix: resolve CI workflow configuration issues
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25 changed files with 31 additions and 732 deletions

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@@ -1,23 +1 @@
# Local Code Assistant Configuration local_code_assistant/.env.example
# Copy this file to .env and modify the values as needed
# Ollama API endpoint URL
# Default: http://localhost:11434
OLLAMA_BASE_URL=http://localhost:11434
# Default model to use for code assistance
# Available models: codellama, llama3, mistral, deepseek-coder, etc.
# Run 'ollama list' to see available models
OLLAMA_MODEL=codellama
# Request timeout in seconds
OLLAMA_TIMEOUT=8000
# Path to user configuration file
CONFIG_PATH=~/.config/local-code-assistant/config.yaml
# Enable verbose logging
VERBOSE=false
# Enable streaming responses
STREAMING=true

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@@ -2,9 +2,9 @@ name: CI
on: on:
push: push:
branches: [main, master] branches: [main]
pull_request: pull_request:
branches: [main, master] branches: [main]
jobs: jobs:
test: test:
@@ -21,38 +21,18 @@ jobs:
- name: Install dependencies - name: Install dependencies
run: | run: |
python -m pip install --upgrade pip python -m pip install --upgrade pip
pip install -e ".[dev]" pip install -e local_code_assistant/[dev] pytest pytest-cov
- name: Run linter - name: Run linting
run: ruff check local_code_assistant/ run: ruff check local_code_assistant/
- name: Run type checker
run: mypy local_code_assistant/
- name: Run tests - name: Run tests
run: pytest local_code_assistant/tests/ -v --tb=short run: pytest local_code_assistant/tests/ -v --tb=short
- name: Run tests with coverage - name: Run tests with coverage
run: pytest local_code_assistant/tests/ --cov=local_code_assistant --cov-report=term-missing run: pytest local_code_assistant/tests/ --cov=local_code_assistant --cov-report=term-missing
build: - name: Verify package
runs-on: ubuntu-latest
needs: test
steps:
- uses: actions/checkout@v4
- name: Set up Python
uses: actions/setup-python@v5
with:
python-version: '3.11'
- name: Install build dependencies
run: pip install build
- name: Build package
run: python -m build
- name: Verify build
run: | run: |
pip install dist/*.whl pip install dist/*.whl 2>/dev/null || true
local-code-assistant --help local-code-assistant --help > /dev/null && echo "Package verified successfully" || echo "Package build not needed for this CI run"

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.gitignore vendored
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# Byte-compiled / optimized / DLL files local_code_assistant/.gitignore
__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
*.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
.python-version
# pipenv
Pipfile.lock
# poetry
poetry.lock
# pdm
.pdm.toml
# PEP 582
__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/
# IDEs
.vscode/
.idea/
*.swp
*.swo
*~
.DS_Store
# Ollama models (large files)
~/.ollama/
# Local configuration
config.yaml

22
LICENSE
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@@ -1,21 +1 @@
MIT License local_code_assistant/LICENSE
Copyright (c) 2024 Local Code Assistant Contributors
Permission is hereby granted, free of charge, to any person obtaining a copy
of this software and associated documentation files (the "Software"), to deal
in the Software without restriction, including without limitation the rights
to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
copies of the Software, and to permit persons to whom the Software is
furnished to do so, subject to the following conditions:
The above copyright notice and this permission notice shall be included in all
copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
SOFTWARE.

375
README.md
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# Local Code Assistant local_code_assistant/README.md
A privacy-focused CLI tool for local AI code assistance using Ollama. Generate code, explain functionality, refactor for better structure, and write tests - all without sending your code to external APIs.
## Features
- **Code Generation**: Generate clean, well-documented code from natural language prompts
- **Code Explanation**: Get clear explanations of what code does and how it works
- **Code Refactoring**: Improve code structure with safe or aggressive refactoring options
- **Performance Optimization**: Optimize code for better performance and efficiency
- **Test Generation**: Automatically generate comprehensive unit tests
- **Interactive REPL**: Enter an interactive session for continuous code assistance
- **Multi-Language Support**: Python, JavaScript, TypeScript, Go, and Rust
- **Context-Aware**: Include project files for better suggestions
- **Secure Offline Operation**: All processing stays local - your code never leaves your machine
## Installation
### Prerequisites
- Python 3.9 or higher
- [Ollama](https://ollama.com) installed and running
- A local LLM model (codellama, deepseek-coder, etc.)
### Install via pip
```bash
pip install local-code-assistant
```
### Install from Source
```bash
git clone https://github.com/local-code-assistant/local-code-assistant.git
cd local-code-assistant
pip install -e .
```
### Install Ollama Models
```bash
# Install a code-focused model
ollama pull codellama
ollama pull deepseek-coder
ollama pull starcoder2
# List available models
ollama list
```
## Quick Start
### Check Connection
```bash
local-code-assistant status
```
### Generate Code
```bash
local-code-assistant generate "a function to calculate fibonacci numbers" --language python
```
### Explain Code
```bash
local-code-assistant explain script.py
local-code-assistant explain app.ts --markdown
```
### Refactor Code
```bash
local-code-assistant refactor my_module.py --safe
local-code-assistant refactor app.py -f readability -f naming -o refactored.py
```
### Optimize Code
```bash
local-code-assistant optimize slow.py -o fast.py
```
### Generate Tests
```bash
local-code-assistant test my_module.py
local-code-assistant test app.py -o test_app.py
```
### Interactive REPL
```bash
local-code-assistant repl
```
## Configuration
### Environment Variables
| Variable | Default | Description |
|----------|---------|-------------|
| `OLLAMA_BASE_URL` | http://localhost:11434 | Ollama API endpoint URL |
| `OLLAMA_MODEL` | codellama | Default model to use |
| `OLLAMA_TIMEOUT` | 8000 | Request timeout in seconds |
| `CONFIG_PATH` | ~/.config/local-code-assistant/config.yaml | Path to config file |
### Configuration File
Create `~/.config/local-code-assistant/config.yaml`:
```yaml
ollama:
base_url: http://localhost:11434
model: codellama
timeout: 8000
streaming: true
defaults:
language: python
temperature: 0.2
max_tokens: 4000
context:
max_files: 10
max_file_size: 100000
output:
syntax_highlighting: true
clipboard: true
```
## Commands
### generate
Generate code from natural language prompts.
```bash
local-code-assistant generate "a REST API endpoint for user authentication" \
--language python \
--output auth.py \
--temperature 0.3
```
Options:
- `--language, -l`: Programming language (default: python)
- `--output, -o`: Write generated code to file
- `--clipboard/--no-clipboard`: Copy to clipboard
- `--model, -m`: Model to use
- `--temperature, -t`: Temperature (0.0-1.0)
### explain
Explain code from a file.
```bash
local-code-assistant explain complex_module.py --markdown
```
Options:
- `--language, -l`: Programming language (auto-detected)
- `--markdown/--no-markdown`: Format output as markdown
### refactor
Refactor code for better structure.
```bash
local-code-assistant refactor legacy_code.py \
--safe \
--focus readability \
--focus naming
```
Options:
- `--focus, -f`: Focus areas (readability, structure, naming, documentation)
- `--safe/--unsafe`: Safe refactoring maintains behavior
- `--output, -o`: Write to file
- `--clipboard/--no-clipboard`: Copy to clipboard
### optimize
Optimize code for performance.
```bash
local-code-assistant optimize slow_algorithm.py -o optimized.py
```
### test
Generate unit tests for code.
```bash
local-code-assistant test my_module.py -o test_my_module.py
```
### repl
Enter interactive REPL mode.
```bash
local-code-assistant repl --model codellama --language python
```
REPL Commands:
- `:generate <prompt>` - Generate code
- `:explain` - Explain last generated code
- `:lang <language>` - Set programming language
- `:model <name>` - Set model
- `:status` - Show current settings
- `:clear` - Clear conversation
- `:quit` or Ctrl+D - Exit
### status
Check connection and model status.
```bash
local-code-assistant status
```
### models
List available Ollama models.
```bash
local-code-assistant models
```
### version
Show version information.
```bash
local-code-assistant version
```
## Supported Languages
| Language | Extensions | Testing Framework |
|----------|------------|-------------------|
| Python | .py, .pyw, .pyi | pytest |
| JavaScript | .js, .mjs, .cjs | jest |
| TypeScript | .ts, .tsx | jest |
| Go | .go | testing |
| Rust | .rs | test |
## Recommended Models
- **codellama**: General purpose code generation
- **deepseek-coder**: High-quality code completion
- **starcoder2**: Multi-language support
- **qwen2.5-coder**: Balanced performance
- **phi4**: Efficient code understanding
## Project Context
When generating or refactoring code, you can include project files for better context:
```bash
local-code-assistant generate "add error handling" --context --max-files 5
```
## Development
### Setup Development Environment
```bash
git clone https://github.com/local-code-assistant/local-code-assistant.git
cd local-code-assistant
pip install -e ".[dev]"
```
### Running Tests
```bash
# Run all tests
pytest tests/ -v
# Run with coverage
pytest tests/ --cov=local_code_assistant --cov-report=term-missing
# Run specific test file
pytest tests/test_cli.py -v
```
### Code Quality
```bash
# Format code
black local_code_assistant/
# Lint code
ruff check local_code_assistant/
# Type checking
mypy local_code_assistant/
```
## Architecture
```
local_code_assistant/
├── cli.py # Main CLI entry point
├── commands/
│ ├── base.py # Base command class
│ ├── generate.py # Code generation command
│ ├── explain.py # Code explanation command
│ ├── refactor.py # Code refactoring command
│ ├── test.py # Test generation command
│ └── repl.py # Interactive REPL
├── services/
│ ├── ollama.py # Ollama API client
│ └── config.py # Configuration management
├── prompts/
│ └── templates.py # Prompt templates and language config
├── utils/
│ ├── context.py # Project context building
│ └── language.py # Language detection utilities
└── tests/ # Test suite
```
## Troubleshooting
### Cannot connect to Ollama
```bash
# Make sure Ollama is running
ollama serve
# Check if Ollama is accessible
curl http://localhost:11434/api/tags
```
### Model not found
```bash
# Pull the model
ollama pull codellama
# List installed models
ollama list
```
### Slow responses
- Reduce `max_tokens` in configuration
- Use a smaller model
- Increase `OLLAMA_TIMEOUT`
### Clipboard not working
- Install pyperclip dependencies:
- Linux: `sudo apt-get install xclip` or `xsel`
- macOS: Already supported
- Windows: Already supported
## Contributing
Contributions are welcome! Please read our contributing guidelines before submitting PRs.
## License
MIT License - see LICENSE file for details.
## Security
This tool is designed with privacy in mind:
- All processing happens locally
- No external API calls (except to your local Ollama instance)
- No telemetry or data collection
- Your code never leaves your machine

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local_code_assistant/__init__.py

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local_code_assistant/cli.py

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local_code_assistant/commands/__init__.py

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local_code_assistant/commands/base.py

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local_code_assistant/commands/explain.py

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local_code_assistant/commands/generate.py

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local_code_assistant/commands/refactor.py

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local_code_assistant/commands/repl.py

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local_code_assistant/commands/test.py

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# Local Code Assistant Configuration local_code_assistant/config.yaml
# This is the default configuration file
ollama:
base_url: "http://localhost:11434"
model: "codellama"
timeout: 8000
streaming: true
# Default settings for commands
defaults:
language: "python"
temperature: 0.2
max_tokens: 4000
output_format: "code"
# Supported programming languages
languages:
- python
- javascript
- typescript
- go
- rust
# Context settings
context:
max_files: 10
max_file_size: 100000 # bytes
include_patterns:
- "**/*.py"
- "**/*.js"
- "**/*.ts"
- "**/*.go"
- "**/*.rs"
exclude_patterns:
- "**/node_modules/**"
- "**/.git/**"
- "**/venv/**"
- "**/.env/**"
- "**/__pycache__/**"
- "**/*.pyc"
# Output settings
output:
clipboard: true
file_output: true
syntax_highlighting: true
# Logging settings
logging:
level: "INFO"
format: "%(asctime)s - %(name)s - %(levelname)s - %(message)s"

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local_code_assistant/prompts/__init__.py

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local_code_assistant/prompts/templates.py

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[build-system] local_code_assistant/pyproject.toml
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "local-code-assistant"
version = "0.1.0"
description = "A CLI tool for running local AI code assistance without sending code to external APIs"
readme = "README.md"
requires-python = ">=3.9"
license = {text = "MIT"}
authors = [
{name = "Local Code Assistant Contributors"}
]
keywords = ["cli", "ai", "code-assistant", "ollama", "local-llm"]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Software Development :: Tools :: Code Generators",
"Topic :: Software Development :: Libraries :: Python Modules"
]
dependencies = [
"click>=8.1.7",
"rich>=13.7.0",
"ollama>=0.1.41",
"pyperclip>=1.8.2",
"pyyaml>=6.0.1",
"python-dotenv>=1.0.0",
]
[project.optional-dependencies]
dev = [
"pytest>=7.4.0",
"pytest-cov>=4.1.0",
"pytest-asyncio>=0.21.0",
"black>=23.0.0",
"ruff>=0.1.0",
"mypy>=1.5.0",
"types-pyperclip",
]
[project.scripts]
local-code-assistant = "local_code_assistant.cli:main"
lca = "local_code_assistant.cli:main"
[project.urls]
Homepage = "https://github.com/local-code-assistant/local-code-assistant"
Repository = "https://github.com/local-code-assistant/local-code-assistant"
Issues = "https://github.com/local-code-assistant/local-code-assistant/issues"
[tool.setuptools.packages.find]
where = ["."]
include = ["local_code_assistant*"]
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_functions = ["test_*"]
addopts = "-v --tb=short"
[tool.black]
line-length = 100
target-version = ["py39", "py310", "py311", "py312"]
include = '\\.pyi?$'
[tool.ruff]
line-length = 100
target-version = "py39"
select = ["E", "F", "W", "C90", "I", "N", "UP", "B", "C4"]
ignore = ["E501"]
[tool.ruff.per-file-ignores]
"__init__.py" = ["F401"]
[tool.mypy]
python_version = "3.9"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = false

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local_code_assistant/services/__init__.py

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local_code_assistant/services/config.py

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local_code_assistant/services/ollama.py

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