diff --git a/.cspell.json b/.cspell.json
new file mode 100644
index 0000000..f307a45
--- /dev/null
+++ b/.cspell.json
@@ -0,0 +1,55 @@
+{
+  "$schema": "https://raw.githubusercontent.com/streetsidesoftware/cspell/main/packages/cspell-types/cspell.schema.json",
+  "version": "0.2",
+  "language": "en",
+  "words": [
+    "asyncio",
+    "chatglm",
+    "customise",
+    "cython",
+    "dalle",
+    "dmypy",
+    "dotenv",
+    "dpath",
+    "dpaths",
+    "httpx",
+    "ipynb",
+    "ipython",
+    "liblaf",
+    "mkdocs",
+    "mypy",
+    "numpy",
+    "ollama",
+    "pipenv",
+    "pybuilder",
+    "pycache",
+    "pydantic",
+    "pydocstyle",
+    "pyenv",
+    "pyflow",
+    "pypa",
+    "pypackages",
+    "pyplot",
+    "pyrightconfig",
+    "pytest",
+    "pytype",
+    "pyvista",
+    "qwen",
+    "repomix",
+    "sarif",
+    "scrapy",
+    "sdist",
+    "stefanzweifel",
+    "trimesh",
+    "typer",
+    "venv"
+  ],
+  "ignorePaths": [
+    "**/.cspell.*",
+    "**/.git",
+    "**/.vscode",
+    "**/*-lock.*",
+    "**/*.lock*"
+  ],
+  "allowCompoundWords": true
+}
diff --git a/.envrc b/.envrc
new file mode 100644
index 0000000..ca096f5
--- /dev/null
+++ b/.envrc
@@ -0,0 +1,8 @@
+#!/bin/bash
+watch_file uv.lock
+if [[ ! -f .venv/bin/activate ]]; then
+  uv venv --system-site-packages
+  uv sync --all-extras
+fi
+# shellcheck disable=SC1091
+source .venv/bin/activate
diff --git a/.github/.mega-linter.yaml b/.github/.mega-linter.yaml
new file mode 100644
index 0000000..f7f2756
--- /dev/null
+++ b/.github/.mega-linter.yaml
@@ -0,0 +1,5 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/megalinter/megalinter/main/megalinter/descriptors/schemas/megalinter-configuration.jsonschema.json
+# ref: <https://megalinter.io/latest/config-file/>
+
+EXTENDS:
+  - https://github.com/liblaf/.github/raw/refs/heads/main/.mega-linter.yaml
diff --git a/.github/copier/.copier-answers.python.yaml b/.github/copier/.copier-answers.python.yaml
new file mode 100644
index 0000000..5853e9d
--- /dev/null
+++ b/.github/copier/.copier-answers.python.yaml
@@ -0,0 +1,3 @@
+# Changes here will be overwritten by Copier; NEVER EDIT MANUALLY
+_commit: bfed6ec
+_src_path: gh:liblaf/copier-python
diff --git a/.github/copier/.copier-answers.share.yaml b/.github/copier/.copier-answers.share.yaml
new file mode 100644
index 0000000..42533a9
--- /dev/null
+++ b/.github/copier/.copier-answers.share.yaml
@@ -0,0 +1,6 @@
+# Changes here will be overwritten by Copier; NEVER EDIT MANUALLY
+_commit: f98a063
+_src_path: gh:liblaf/copier-share
+copyright_holder: liblaf
+license: MIT
+owner: liblaf
diff --git a/.github/linters/.ruff.toml b/.github/linters/.ruff.toml
new file mode 100644
index 0000000..241128b
--- /dev/null
+++ b/.github/linters/.ruff.toml
@@ -0,0 +1,89 @@
+#:schema https://json.schemastore.org/ruff.json
+builtins = ["ic"]
+fix = true
+show-fixes = true
+target-version = "py312"
+
+[format]
+docstring-code-format = true
+
+[lint]
+explicit-preview-rules = true
+ignore = [
+  "ANN002",
+  "ANN003",
+  "ANN401",
+  "COM812",
+  "D100",
+  "D101",
+  "D102",
+  "D103",
+  "D104",
+  "D105",
+  "D106",
+  "D107",
+  "E501",
+  "ERA001",
+  "FIX002",
+  "INP001",
+  "PLR0913",
+  "PLR2004",
+  "RET504",
+  "S101",
+  "S603",
+  "S607",
+  "T201",
+  "TCH001",
+  "TCH002",
+  "TCH003",
+  "TD002",
+  "TD003",
+  "TD004",
+  "TD005",
+]
+preview = true
+select = ["ALL", "RUF022"]
+
+[lint.flake8-annotations]
+allow-star-arg-any = true
+
+[lint.flake8-import-conventions.aliases]
+"asyncio.subprocess" = "asp"
+"jax.numpy" = "jnp"
+"jax.typing" = "jxt"
+"matplotlib" = "mpl"
+"matplotlib.pyplot" = "plt"
+"numpy" = "np"
+"numpy.typing" = "npt"
+"open3d" = "o3d"
+"pandas" = "pd"
+"polars" = "pl"
+"pyvista" = "pv"
+"seaborn" = "sns"
+"subprocess" = "sp"
+"taichi" = "ti"
+"toolkit" = "tk"
+"toolkit.array" = "at"
+"toolkit.validation" = "tv"
+"toolkit.array.jax" = "tj"
+"toolkit.array.numpy" = "tn"
+"toolkit.array.torch" = "tt"
+"toolkit.typing" = "tp"
+"trimesh" = "tm"
+"trimesh.transformations" = "tf"
+
+[lint.flake8-type-checking]
+runtime-evaluated-base-classes = [
+  "pydantic.BaseModel",
+  "pydantic_settings.BaseSettings",
+  "sqlalchemy.orm.DeclarativeBase",
+  "toolkit.BaseConfig",
+]
+runtime-evaluated-decorators = [
+  "attrs.define",
+  "pydantic.validate_call",
+  "toolkit.main",
+]
+
+[lint.pydocstyle]
+convention = "google"
diff --git a/.github/linters/pyrightconfig.json b/.github/linters/pyrightconfig.json
new file mode 100644
index 0000000..8d25f60
--- /dev/null
+++ b/.github/linters/pyrightconfig.json
@@ -0,0 +1,9 @@
+{
+  "$schema": "https://raw.githubusercontent.com/microsoft/pyright/main/packages/vscode-pyright/schemas/pyrightconfig.schema.json",
+  "typeCheckingMode": "standard",
+
+  "reportArgumentType": "information",
+  "reportAssignmentType": "information",
+  "reportPrivateImportUsage": "none",
+  "reportRedeclaration": "none"
+}
diff --git a/.github/release-please.yml b/.github/release-please.yml
new file mode 100644
index 0000000..68ef125
--- /dev/null
+++ b/.github/release-please.yml
@@ -0,0 +1,5 @@
+# yaml-language-server: $schema=https://raw.githubusercontent.com/googleapis/repo-automation-bots/refs/heads/main/packages/release-please/src/config-schema.json
+handleGHRelease: true
+manifest: true
+manifestConfig: .github/release-please/config.json
+manifestFile: .github/release-please/.manifest.json
diff --git a/.github/release-please/.manifest.json b/.github/release-please/.manifest.json
new file mode 100644
index 0000000..3633bdf
--- /dev/null
+++ b/.github/release-please/.manifest.json
@@ -0,0 +1 @@
+{ ".": "0.0.0" }
diff --git a/.github/release-please/config.json b/.github/release-please/config.json
new file mode 100644
index 0000000..e7ee828
--- /dev/null
+++ b/.github/release-please/config.json
@@ -0,0 +1,30 @@
+{
+  "$schema": "https://raw.githubusercontent.com/googleapis/release-please/main/schemas/config.json",
+  "packages": {
+    ".": {
+      "release-type": "python",
+      "bump-minor-pre-major": true,
+      "bump-patch-for-minor-pre-major": true,
+      "changelog-sections": [
+        { "type": "feat", "section": "✨ Features" },
+        { "type": "feature", "section": "✨ Features" },
+        { "type": "fix", "scope": "deps", "section": "⬆️ Dependencies" },
+        { "type": "fix", "scope": "deps-dev", "section": "⬆️ Dependencies" },
+        { "type": "build", "scope": "deps", "section": "⬆️ Dependencies" },
+        { "type": "build", "scope": "deps-dev", "section": "⬆️ Dependencies" },
+        { "type": "chore", "scope": "deps", "section": "⬆️ Dependencies" },
+        { "type": "chore", "scope": "deps-dev", "section": "⬆️ Dependencies" },
+        { "type": "fix", "section": "🐛 Bug Fixes" },
+        { "type": "perf", "section": "⚡ Performance Improvements" },
+        { "type": "revert", "section": "⏪ Reverts" },
+        { "type": "docs", "section": "📝 Documentation" },
+        { "type": "style", "section": "💄 Styles" },
+        { "type": "chore", "section": "🎫 Chores", "hidden": true },
+        { "type": "refactor", "section": "♻ Code Refactoring" },
+        { "type": "test", "section": "✅ Tests" },
+        { "type": "build", "section": "👷 Build System" },
+        { "type": "ci", "section": "🔧 Continuous Integration" }
+      ]
+    }
+  }
+}
diff --git a/.github/renovate.json b/.github/renovate.json
new file mode 100644
index 0000000..f59131b
--- /dev/null
+++ b/.github/renovate.json
@@ -0,0 +1,4 @@
+{
+  "$schema": "https://docs.renovatebot.com/renovate-schema.json",
+  "extends": ["github>liblaf/.github:renovate-config"]
+}
diff --git a/.github/workflows/mega-linter.yaml b/.github/workflows/mega-linter.yaml
new file mode 100644
index 0000000..26d758e
--- /dev/null
+++ b/.github/workflows/mega-linter.yaml
@@ -0,0 +1,145 @@
+# ref: <https://github.com/oxsecurity/megalinter/blob/225e1b5c3a044775005d0ec772cabee5d21006ed/mega-linter-runner/generators/mega-linter/templates/mega-linter.yml>
+# ref: <https://megalinter.io>
+
+name: MegaLinter
+
+on:
+  push:
+  pull_request:
+
+env:
+  APPLY_FIXES: all
+  APPLY_FIXES_EVENT: pull_request
+  APPLY_FIXES_MODE: commit
+
+concurrency:
+  group: ${{ github.ref }}-${{ github.workflow }}
+  cancel-in-progress: true
+
+jobs:
+  mega-linter:
+    name: MegaLinter
+    permissions:
+      contents: write
+      issues: write
+      pull-requests: write
+      security-events: write
+      statuses: write
+    runs-on: ubuntu-latest
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v4
+        with:
+          token: ${{ github.token }}
+      - id: ml
+        name: MegaLinter
+        uses: oxsecurity/megalinter@v8
+        # ref: <https://megalinter.io/latest/config-file/>
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+          # Common Variables
+          MEGALINTER_CONFIG: .github/.mega-linter.yaml
+          VALIDATE_ALL_CODEBASE: true
+          # Reporters
+          TEXT_REPORTER: true
+          GITHUB_COMMENT_REPORTER: true
+          GITHUB_STATUS_REPORTER: true
+          SARIF_REPORTER: true
+          UPDATED_SOURCES_REPORTER: true
+          CONFIG_REPORTER: true
+          CONSOLE_REPORTER: true
+          JSON_REPORTER: true
+          MARKDOWN_SUMMARY_REPORTER: true
+      - if: success() || failure()
+        name: Archive production artifacts
+        uses: actions/upload-artifact@v4
+        with:
+          name: MegaLinter reports
+          path: |-
+            mega-linter.log
+            megalinter-reports/
+      - if: success() || failure()
+        name: Upload MegaLinter scan results to GitHub Security tab
+        uses: github/codeql-action/upload-sarif@v3
+        with:
+          sarif_file: megalinter-reports/megalinter-report.sarif
+      - if: success() || failure()
+        name: Add GitHub summary
+        run: cat megalinter-reports/megalinter-report.md >> "$GITHUB_STEP_SUMMARY"
+      - id: cpr
+        if: >-
+          steps.ml.outputs.has_updated_sources == 1 &&
+          (
+            env.APPLY_FIXES_EVENT == 'all' ||
+            env.APPLY_FIXES_EVENT == github.event_name
+          ) &&
+          env.APPLY_FIXES_MODE == 'pull_request' &&
+          (
+            github.event_name == 'push' ||
+            github.event.pull_request.head.repo.full_name == github.repository
+          ) &&
+          !contains(github.event.head_commit.message, 'skip fix')
+        name: Create Pull Request with applied fixes
+        uses: peter-evans/create-pull-request@v7
+        with:
+          token: ${{ github.token }}
+          commit-message: "chore(mega-linter): apply linters automatic fixes"
+          title: "chore(mega-linter): apply linters automatic fixes"
+          # TODO: add labels
+      - if: >-
+          steps.ml.outputs.has_updated_sources == 1 &&
+          (
+            env.APPLY_FIXES_EVENT == 'all' ||
+            env.APPLY_FIXES_EVENT == github.event_name
+          ) &&
+          env.APPLY_FIXES_MODE == 'pull_request' &&
+          (
+            github.event_name == 'push' ||
+            github.event.pull_request.head.repo.full_name == github.repository
+          ) &&
+          !contains(github.event.head_commit.message, 'skip fix')
+        name: Create PR output
+        run: |
+          echo "PR Number - ${{ steps.cpr.outputs.pull-request-number }}"
+          echo "PR URL - ${{ steps.cpr.outputs.pull-request-url }}"
+      - if: >-
+          steps.ml.outputs.has_updated_sources == 1 &&
+          (
+            env.APPLY_FIXES_EVENT == 'all' ||
+            env.APPLY_FIXES_EVENT == github.event_name
+          ) &&
+          env.APPLY_FIXES_MODE == 'commit' &&
+          github.ref != 'refs/heads/main' &&
+          (
+            github.event_name == 'push' ||
+            github.event.pull_request.head.repo.full_name == github.repository
+          ) &&
+          !contains(github.event.head_commit.message, 'skip fix')
+        name: Prepare commit
+        run: sudo chown -Rc $UID .git/
+      - if: >-
+          steps.ml.outputs.has_updated_sources == 1 &&
+          (
+            env.APPLY_FIXES_EVENT == 'all' ||
+            env.APPLY_FIXES_EVENT == github.event_name
+          ) &&
+          env.APPLY_FIXES_MODE == 'commit' &&
+          github.ref != 'refs/heads/main' &&
+          (
+            github.event_name == 'push' ||
+            github.event.pull_request.head.repo.full_name == github.repository
+          ) &&
+          !contains(github.event.head_commit.message, 'skip fix')
+        name: Commit and push applied linter fixes
+        uses: stefanzweifel/git-auto-commit-action@v5
+        with:
+          commit_message: "chore(mega-linter): apply linters fixes"
+          branch: >-
+            ${{
+              github.event.pull_request.head.ref ||
+              github.head_ref ||
+              github.ref
+            }}
+          add_options: --update
+          commit_user_name: megalinter-bot
+          commit_user_email: nicolas.vuillamy@ox.security
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..c6a8cd4
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,178 @@
+# Created by https://www.toptal.com/developers/gitignore/api/python
+# Edit at https://www.toptal.com/developers/gitignore?templates=python
+
+### Python ###
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$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
+
+# 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/#use-with-ide
+.pdm.toml
+
+# 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/
+
+### Python Patch ###
+# Poetry local configuration file - https://python-poetry.org/docs/configuration/#local-configuration
+poetry.toml
+
+# ruff
+.ruff_cache/
+
+# LSP config files
+pyrightconfig.json
+
+# End of https://www.toptal.com/developers/gitignore/api/python
+
+!pyrightconfig.json
diff --git a/.ruff.toml b/.ruff.toml
new file mode 100644
index 0000000..a7163bc
--- /dev/null
+++ b/.ruff.toml
@@ -0,0 +1,7 @@
+#:schema https://json.schemastore.org/ruff.json
+extend = ".github/linters/.ruff.toml"
+target-version = "py311"
+
+[lint.flake8-import-conventions.aliases]
+"llm_cli" = "lc"
+"llm_cli.utils" = "lu"
diff --git a/.vscode/settings.json b/.vscode/settings.json
new file mode 100644
index 0000000..b9217fc
--- /dev/null
+++ b/.vscode/settings.json
@@ -0,0 +1,8 @@
+{
+  "files.exclude": {
+    "**/__pycache__": true,
+    "**/.ruff_cache": true,
+    "**/.venv": true
+  },
+  "python.analysis.diagnosticMode": "workspace"
+}
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..f76e458
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2024 liblaf
+
+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.
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..e69de29
diff --git a/__builtins__.pyi b/__builtins__.pyi
new file mode 100644
index 0000000..386f0e7
--- /dev/null
+++ b/__builtins__.pyi
@@ -0,0 +1 @@
+from icecream import ic as ic
diff --git a/docs/config/models.toml b/docs/config/models.toml
new file mode 100644
index 0000000..4c6aa05
--- /dev/null
+++ b/docs/config/models.toml
@@ -0,0 +1,6 @@
+model = "deepseek-chat"
+provider = "deepseek"
+
+[providers.deepseek]
+api_key = "sk-***"
+base_url = "https://api.deepseek.com"
diff --git a/docs/schema/models.json b/docs/schema/models.json
new file mode 100644
index 0000000..86f04ed
--- /dev/null
+++ b/docs/schema/models.json
@@ -0,0 +1,75 @@
+{
+  "$defs": {
+    "DeepSeekConfig": {
+      "properties": {
+        "api_key": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "default": null,
+          "title": "Api Key"
+        },
+        "base_url": {
+          "anyOf": [
+            {
+              "type": "string"
+            },
+            {
+              "type": "null"
+            }
+          ],
+          "default": "https://api.deepseek.com",
+          "title": "Base Url"
+        }
+      },
+      "title": "DeepSeekConfig",
+      "type": "object"
+    },
+    "ProviderConfig": {
+      "properties": {
+        "deepseek": {
+          "$ref": "#/$defs/DeepSeekConfig",
+          "default": {
+            "api_key": null,
+            "base_url": "https://api.deepseek.com"
+          }
+        }
+      },
+      "title": "ProviderConfig",
+      "type": "object"
+    }
+  },
+  "additionalProperties": false,
+  "properties": {
+    "model": {
+      "default": "deepseek-chat",
+      "title": "Model",
+      "type": "string"
+    },
+    "provider": {
+      "default": "deepseek",
+      "enum": [
+        "deepseek",
+        "custom"
+      ],
+      "title": "Provider",
+      "type": "string"
+    },
+    "providers": {
+      "$ref": "#/$defs/ProviderConfig",
+      "default": {
+        "deepseek": {
+          "api_key": null,
+          "base_url": "https://api.deepseek.com"
+        }
+      }
+    }
+  },
+  "title": "Config",
+  "type": "object"
+}
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..0188305
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,31 @@
+[build-system]
+build-backend = "hatchling.build"
+requires = ["hatchling"]
+
+[dependency-groups]
+dev = ["icecream>=2.1.3"]
+
+[project]
+authors = [
+  { email = "30631553+liblaf@users.noreply.github.com", name = "liblaf" },
+]
+dependencies = [
+  "gitpython>=3.1.43",
+  "hishel>=0.1.1",
+  "httpx[socks]>=0.27.2",
+  "lazy-loader>=0.4",
+  "loguru>=0.7.2",
+  "openai>=1.55.0",
+  "pydantic-settings>=2.6.1",
+  "pydantic>=2.10.0",
+  "transformers>=4.46.3",
+  "typer>=0.13.1",
+]
+description = "Add your description here"
+name = "llm-cli"
+readme = "README.md"
+requires-python = ">=3.11"
+version = "0.0.0"
+
+[project.scripts]
+llm-cli = "llm_cli:app"
diff --git a/pyrightconfig.json b/pyrightconfig.json
new file mode 100644
index 0000000..e730833
--- /dev/null
+++ b/pyrightconfig.json
@@ -0,0 +1,4 @@
+{
+  "$schema": "https://raw.githubusercontent.com/microsoft/pyright/main/packages/vscode-pyright/schemas/pyrightconfig.schema.json",
+  "extends": ".github/linters/pyrightconfig.json"
+}
diff --git a/scripts/gen-init.sh b/scripts/gen-init.sh
new file mode 100644
index 0000000..4ec7196
--- /dev/null
+++ b/scripts/gen-init.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+set -o errexit -o nounset -o pipefail
+
+git_root=$(git rev-parse --show-toplevel)
+src_dir=$git_root/src/llm_cli
+
+readarray -t dpaths < <(find "$src_dir" -type d)
+for dpath in "${dpaths[@]}"; do
+  if [[ $dpath -ef $src_dir ]]; then
+    continue
+  fi
+  cp "$src_dir/__init__.py" "$dpath/__init__.py"
+done
diff --git a/scripts/gen-schema.py b/scripts/gen-schema.py
new file mode 100644
index 0000000..fa69c66
--- /dev/null
+++ b/scripts/gen-schema.py
@@ -0,0 +1,15 @@
+#!/usr/bin/env python
+import json
+from pathlib import Path
+
+from llm_cli import llm
+
+
+def main() -> None:
+    Path("docs/schema/models.json").write_text(
+        json.dumps(llm.Config.model_json_schema(), indent=2)
+    )
+
+
+if __name__ == "__main__":
+    main()
diff --git a/src/llm_cli/__init__.py b/src/llm_cli/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/__init__.pyi b/src/llm_cli/__init__.pyi
new file mode 100644
index 0000000..c11d3a5
--- /dev/null
+++ b/src/llm_cli/__init__.pyi
@@ -0,0 +1,4 @@
+from . import cmd, llm, utils
+from .cmd import app
+
+__all__ = ["app", "cmd", "llm", "utils"]
diff --git a/src/llm_cli/assets/__init__.py b/src/llm_cli/assets/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/assets/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/assets/__init__.pyi b/src/llm_cli/assets/__init__.pyi
new file mode 100644
index 0000000..e69de29
diff --git a/src/llm_cli/assets/instructions/__init__.py b/src/llm_cli/assets/instructions/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/assets/instructions/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/assets/instructions/__init__.pyi b/src/llm_cli/assets/instructions/__init__.pyi
new file mode 100644
index 0000000..e69de29
diff --git a/src/llm_cli/assets/instructions/description.md b/src/llm_cli/assets/instructions/description.md
new file mode 100644
index 0000000..a118011
--- /dev/null
+++ b/src/llm_cli/assets/instructions/description.md
@@ -0,0 +1,7 @@
+Analyze the codebase provided above, generate a concise, one to two-sentence description of this repository. The description should be informative and engaging to help others discover and potentially contribute to the project.
+
+**Example Description:**
+
+<answer>
+🤯 Lobe Chat - an open-source, modern-design AI chat framework. Supports Multi AI Providers (OpenAI / Claude 3 / Gemini / Ollama / Azure / DeepSeek), Knowledge Base (file upload / knowledge management / RAG), Multi-Modals (Vision / TTS) and plugin system. One-click FREE deployment of your private ChatGPT / Claude application.
+</answer>
diff --git a/src/llm_cli/assets/instructions/topics.md b/src/llm_cli/assets/instructions/topics.md
new file mode 100644
index 0000000..0bc4968
--- /dev/null
+++ b/src/llm_cli/assets/instructions/topics.md
@@ -0,0 +1,18 @@
+Based on the given codebase, identify and suggest relevant topics to enhance the repository's discoverability and appeal to potential contributors. The suggested topics should effectively represent the repository's intended purpose, subject area, possible affinity groups, or other significant attributes.
+
+**Context:**
+
+- The goal is to make the repository easier to find and understand for users and contributors.
+- Consider aspects like languages used, project type, technologies involved, and the community it serves.
+
+**Output Example:**
+
+<answer>
+chat ai nextjs tts gemini openai gpt knowledge-base claude rag gpt-4 chatgpt chatglm azure-openai-api function-calling ollama dalle-3 gpt-4-vision qwen2
+</answer>
+
+**Instructions:**
+
+1. Review the codebase.
+2. Analyze the codebase details to identify core attributes.
+3. List topics that accurately classify and describe the repository.
diff --git a/src/llm_cli/cmd/__init__.py b/src/llm_cli/cmd/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/cmd/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/cmd/__init__.pyi b/src/llm_cli/cmd/__init__.pyi
new file mode 100644
index 0000000..cdbd2ac
--- /dev/null
+++ b/src/llm_cli/cmd/__init__.pyi
@@ -0,0 +1,4 @@
+from . import repo
+from ._app import app
+
+__all__ = ["app", "repo"]
diff --git a/src/llm_cli/cmd/_app.py b/src/llm_cli/cmd/_app.py
new file mode 100644
index 0000000..be8531b
--- /dev/null
+++ b/src/llm_cli/cmd/_app.py
@@ -0,0 +1,7 @@
+import typer
+
+import llm_cli.cmd as lc
+import llm_cli.utils as lu
+
+app: typer.Typer = typer.Typer(name="llm-cli", no_args_is_help=True)
+lu.add_command(app, lc.repo.app)
diff --git a/src/llm_cli/cmd/repo/__init__.py b/src/llm_cli/cmd/repo/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/cmd/repo/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/cmd/repo/__init__.pyi b/src/llm_cli/cmd/repo/__init__.pyi
new file mode 100644
index 0000000..2a9db04
--- /dev/null
+++ b/src/llm_cli/cmd/repo/__init__.pyi
@@ -0,0 +1,3 @@
+from ._app import app
+
+__all__ = ["app"]
diff --git a/src/llm_cli/cmd/repo/_app.py b/src/llm_cli/cmd/repo/_app.py
new file mode 100644
index 0000000..70c642a
--- /dev/null
+++ b/src/llm_cli/cmd/repo/_app.py
@@ -0,0 +1,18 @@
+import asyncio
+from typing import Annotated
+
+import typer
+
+app: typer.Typer = typer.Typer(name="repo", no_args_is_help=True)
+
+
+@app.command()
+def main(
+    *,
+    instruction: Annotated[
+        str, typer.Option("-i", "--instruction", help="[description|topics]")
+    ],
+) -> None:
+    from ._main import main
+
+    asyncio.run(main(instruction=instruction))
diff --git a/src/llm_cli/cmd/repo/_main.py b/src/llm_cli/cmd/repo/_main.py
new file mode 100644
index 0000000..593a9e8
--- /dev/null
+++ b/src/llm_cli/cmd/repo/_main.py
@@ -0,0 +1,52 @@
+import importlib.resources
+import json
+import subprocess
+import tempfile
+from pathlib import Path
+
+from llm_cli import llm
+
+
+async def main(instruction: str) -> None:
+    with tempfile.TemporaryDirectory() as tmpdir_:
+        tmpdir: Path = Path(tmpdir_)
+        config_fpath: Path = tmpdir / "repomix.config.json"
+        output_file_path: Path = tmpdir / "repomix-output.xml"
+        instruction_fpath: Path = tmpdir / "repomix-instruction.md"
+        instruction_fpath.write_text(_get_instruction(instruction))
+        config_fpath.write_text(_get_config(tmpdir, instruction_fpath))
+        subprocess.run(["repomix", "--config", config_fpath], check=True, text=True)
+        prompt: str = output_file_path.read_text()
+    cfg: llm.Config = llm.Config()
+    result: str = await llm.output(cfg, prompt)
+    # TODO
+
+
+def _get_config(tmpdir: Path, instruction_fpath: Path) -> str:
+    return json.dumps(
+        {
+            "output": {
+                "filePath": str(tmpdir / "repomix-output.xml"),
+                "style": "xml",
+                "instructionFilePath": str(instruction_fpath),
+            },
+            "ignore": {
+                "customPatterns": [
+                    "**/.*",
+                    "**/.*/**",
+                    "**/*-lock.*",
+                    "**/*.lock",
+                    "**/pyrightconfig.json",
+                ]
+            },
+        }
+    )
+
+
+def _get_instruction(instruction: str) -> str:
+    instruction_fpath: Path = Path(instruction)
+    if instruction_fpath.is_file():
+        return Path(instruction).read_text()
+    return importlib.resources.read_text(
+        "llm_cli.assets.instructions", f"{instruction}.md"
+    )
diff --git a/src/llm_cli/llm/__init__.py b/src/llm_cli/llm/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/llm/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/llm/__init__.pyi b/src/llm_cli/llm/__init__.pyi
new file mode 100644
index 0000000..131d289
--- /dev/null
+++ b/src/llm_cli/llm/__init__.pyi
@@ -0,0 +1,4 @@
+from ._config import BaseProviderConfig, Config, DeepSeekConfig, ProviderConfig
+from ._gen import output
+
+__all__ = ["BaseProviderConfig", "Config", "DeepSeekConfig", "ProviderConfig", "output"]
diff --git a/src/llm_cli/llm/_config/__init__.py b/src/llm_cli/llm/_config/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/llm/_config/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/llm/_config/__init__.pyi b/src/llm_cli/llm/_config/__init__.pyi
new file mode 100644
index 0000000..18407a6
--- /dev/null
+++ b/src/llm_cli/llm/_config/__init__.pyi
@@ -0,0 +1,4 @@
+from ._config import Config
+from ._provider import BaseProviderConfig, DeepSeekConfig, ProviderConfig
+
+__all__ = ["BaseProviderConfig", "Config", "DeepSeekConfig", "ProviderConfig"]
diff --git a/src/llm_cli/llm/_config/_config.py b/src/llm_cli/llm/_config/_config.py
new file mode 100644
index 0000000..6e53f2f
--- /dev/null
+++ b/src/llm_cli/llm/_config/_config.py
@@ -0,0 +1,46 @@
+from pathlib import Path
+from typing import Literal
+
+import openai
+import pydantic_settings as ps
+import typer
+
+from llm_cli import llm
+
+
+class Config(ps.BaseSettings):
+    model_config = ps.SettingsConfigDict(
+        toml_file=[Path(typer.get_app_dir("llm-cli")) / "models.toml"]
+    )
+    model: str = "deepseek-chat"
+    provider: Literal["deepseek", "custom"] = "deepseek"
+    providers: llm.ProviderConfig = llm.ProviderConfig()
+
+    @classmethod
+    def settings_customise_sources(
+        cls,
+        settings_cls: type[ps.BaseSettings],
+        init_settings: ps.PydanticBaseSettingsSource,
+        env_settings: ps.PydanticBaseSettingsSource,
+        dotenv_settings: ps.PydanticBaseSettingsSource,
+        file_secret_settings: ps.PydanticBaseSettingsSource,
+    ) -> tuple[ps.PydanticBaseSettingsSource, ...]:
+        return (
+            init_settings,
+            env_settings,
+            dotenv_settings,
+            file_secret_settings,
+            ps.TomlConfigSettingsSource(settings_cls),
+        )
+
+    @property
+    def provider_config(self) -> llm.BaseProviderConfig:
+        return getattr(self.providers, self.provider)
+
+    @property
+    def client(self) -> openai.OpenAI:
+        return self.provider_config.client
+
+    @property
+    def async_client(self) -> openai.AsyncOpenAI:
+        return self.provider_config.async_client
diff --git a/src/llm_cli/llm/_config/_provider/__init__.py b/src/llm_cli/llm/_config/_provider/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/llm/_config/_provider/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/llm/_config/_provider/__init__.pyi b/src/llm_cli/llm/_config/_provider/__init__.pyi
new file mode 100644
index 0000000..077f3bc
--- /dev/null
+++ b/src/llm_cli/llm/_config/_provider/__init__.pyi
@@ -0,0 +1,5 @@
+from ._abc import BaseProviderConfig
+from ._deepseek import DeepSeekConfig
+from ._main import ProviderConfig
+
+__all__ = ["BaseProviderConfig", "DeepSeekConfig", "ProviderConfig"]
diff --git a/src/llm_cli/llm/_config/_provider/_abc.py b/src/llm_cli/llm/_config/_provider/_abc.py
new file mode 100644
index 0000000..ae06efc
--- /dev/null
+++ b/src/llm_cli/llm/_config/_provider/_abc.py
@@ -0,0 +1,15 @@
+import openai
+import pydantic
+
+
+class BaseProviderConfig(pydantic.BaseModel):
+    api_key: str | None = None
+    base_url: str | None = None
+
+    @property
+    def client(self) -> openai.OpenAI:
+        return openai.OpenAI(api_key=self.api_key, base_url=self.base_url)
+
+    @property
+    def async_client(self) -> openai.AsyncOpenAI:
+        return openai.AsyncOpenAI(api_key=self.api_key, base_url=self.base_url)
diff --git a/src/llm_cli/llm/_config/_provider/_deepseek.py b/src/llm_cli/llm/_config/_provider/_deepseek.py
new file mode 100644
index 0000000..67ebb20
--- /dev/null
+++ b/src/llm_cli/llm/_config/_provider/_deepseek.py
@@ -0,0 +1,6 @@
+from llm_cli import llm
+
+
+class DeepSeekConfig(llm.BaseProviderConfig):
+    api_key: str | None = None
+    base_url: str | None = "https://api.deepseek.com"
diff --git a/src/llm_cli/llm/_config/_provider/_main.py b/src/llm_cli/llm/_config/_provider/_main.py
new file mode 100644
index 0000000..c316b25
--- /dev/null
+++ b/src/llm_cli/llm/_config/_provider/_main.py
@@ -0,0 +1,7 @@
+import pydantic
+
+from llm_cli import llm
+
+
+class ProviderConfig(pydantic.BaseModel):
+    deepseek: llm.DeepSeekConfig = llm.DeepSeekConfig()
diff --git a/src/llm_cli/llm/_gen/__init__.py b/src/llm_cli/llm/_gen/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/llm/_gen/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/llm/_gen/__init__.pyi b/src/llm_cli/llm/_gen/__init__.pyi
new file mode 100644
index 0000000..f2c4252
--- /dev/null
+++ b/src/llm_cli/llm/_gen/__init__.pyi
@@ -0,0 +1,3 @@
+from ._output import output
+
+__all__ = ["output"]
diff --git a/src/llm_cli/llm/_gen/_output.py b/src/llm_cli/llm/_gen/_output.py
new file mode 100644
index 0000000..e8cacc5
--- /dev/null
+++ b/src/llm_cli/llm/_gen/_output.py
@@ -0,0 +1,26 @@
+import openai
+import openai.types.chat
+from rich.console import Group
+from rich.live import Live
+from rich.panel import Panel
+
+from llm_cli import llm
+
+
+async def output(cfg: llm.Config, prompt: str) -> str:
+    client: openai.AsyncOpenAI = cfg.async_client
+    resp: openai.AsyncStream[
+        openai.types.chat.ChatCompletionChunk
+    ] = await client.chat.completions.create(
+        messages=[{"role": "user", "content": prompt}], stream=True, model=cfg.model
+    )
+    completion: str = ""
+    with Live() as live:
+        async for chunk in resp:
+            content: str | None = chunk.choices[0].delta.content
+            if content is None:
+                completion += "\n"
+            else:
+                completion += content
+            live.update(Group(Panel(completion)))
+    return completion
diff --git a/src/llm_cli/utils/__init__.py b/src/llm_cli/utils/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/utils/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/utils/__init__.pyi b/src/llm_cli/utils/__init__.pyi
new file mode 100644
index 0000000..65444ab
--- /dev/null
+++ b/src/llm_cli/utils/__init__.pyi
@@ -0,0 +1,4 @@
+from . import git
+from ._add_command import add_command
+
+__all__ = ["add_command", "git"]
diff --git a/src/llm_cli/utils/_add_command.py b/src/llm_cli/utils/_add_command.py
new file mode 100644
index 0000000..408b7fc
--- /dev/null
+++ b/src/llm_cli/utils/_add_command.py
@@ -0,0 +1,10 @@
+import typer
+
+
+def add_command(app: typer.Typer, cmd: typer.Typer) -> None:
+    if len(cmd.registered_commands) == 1:
+        registered_command: typer.models.CommandInfo = cmd.registered_commands[0]
+        assert registered_command.callback is not None
+        app.command(cmd.info.name)(registered_command.callback)
+    else:
+        app.add_typer(cmd)
diff --git a/src/llm_cli/utils/git/__init__.py b/src/llm_cli/utils/git/__init__.py
new file mode 100644
index 0000000..62d86f7
--- /dev/null
+++ b/src/llm_cli/utils/git/__init__.py
@@ -0,0 +1,3 @@
+import lazy_loader as lazy
+
+__getattr__, __dir__, __all__ = lazy.attach_stub(__name__, __file__)
diff --git a/src/llm_cli/utils/git/__init__.pyi b/src/llm_cli/utils/git/__init__.pyi
new file mode 100644
index 0000000..8aedabb
--- /dev/null
+++ b/src/llm_cli/utils/git/__init__.pyi
@@ -0,0 +1,3 @@
+from ._root import root
+
+__all__ = ["root"]
diff --git a/src/llm_cli/utils/git/_root.py b/src/llm_cli/utils/git/_root.py
new file mode 100644
index 0000000..ba6ee07
--- /dev/null
+++ b/src/llm_cli/utils/git/_root.py
@@ -0,0 +1,8 @@
+from pathlib import Path
+
+import git
+
+
+def root() -> Path:
+    repo: git.Repo = git.Repo(search_parent_directories=True)
+    return Path(repo.working_tree_dir)  # pyright: ignore [reportArgumentType]
diff --git a/uv.lock b/uv.lock
new file mode 100644
index 0000000..fd73ccc
--- /dev/null
+++ b/uv.lock
@@ -0,0 +1,905 @@
+version = 1
+requires-python = ">=3.11"
+
+[[package]]
+name = "annotated-types"
+version = "0.7.0"
+source = { registry = "https://pypi.org/simple" }
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