pydantic-deepagents

(★ 1,038)

Open-source, self-hosted Claude Code - a terminal AI assistant and the Python framework behind it. Tool-calling, sandboxed execution, multi-agent teams, skills, checkpoints, unlimited context - on Pydantic AI, any model.

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- - bug_report.yml
  - config.yml
  - feature_request.yml
- - add-to-project.yml
  - ci.yml
  - docs.yml
  - publish.yml
  - uv-lock-sync.yml
- pull_request_template.md
- - __init__.py
  - __main__.py
  - README.md
  - server.py
- - __init__.py
  - agent.py
  - app.py
  - clipboard_image.py
  - commands.py
  - config.py
  - credentials.py
  - debug_log.py
  - forking.py
  - fuzzy.py
  - goal.py
  - init.py
  - interactive.py
  - keys_cmd.py
  - keystore.py
  - known_models.py
  - local_context.py
  - main.py
  - mcp_store.py
  - messages.py
  - model_history.py
  - model_resolve.py
  - onboarding_cli.py
  - openrouter_models.py
  - PRODUCT_REPORT.md
  - prompts.py
  - providers.py
  - reminder.py
  - run.py
  - text_heuristics.py
  - tips.py
  - tui.py
  - update.py
- - .dockerignore
  - .env.example
  - docker-compose.yml
  - Dockerfile
  - pyproject.toml
  - README.md
- - __init__.py
  - agent.py
  - AGENTS.md
  - README.md
- baner.png
- cli.png
- cli_demo.gif
- cli_demo_v2.gif
- display_files_deepresearch.png
- excalidraw.gif
- excalidraw_in_deepresearch.png
- img.png
- planner_asks_question.png
- report.gif
- social-preview.png
- social-preview.svg
- spawn_subagents_deepresearch.png
- zed.png
- - agent-spec.md
  - browser.md
  - capabilities.md
  - context-management.md
  - cost-tracking.md
  - fallback-models.md
  - forking.md
  - goal.md
  - hooks.md
  - index.md
  - liteparse.md
  - message-queue.md
  - monitor.md
  - multi-user.md
  - output-styles.md
  - periodic-reminder.md
  - plan-mode.md
  - stuck-loop-detection.md
  - teams.md
- - agent.md
  - backends.md
  - capabilities.md
  - checkpointing.md
  - context-files.md
  - forking.md
  - goal.md
  - hooks.md
  - index.md
  - mcp.md
  - memory.md
  - message-queue.md
  - monitoring.md
  - output-styles.md
  - processors.md
  - spec.md
  - teams.md
  - tool-search.md
  - toolsets.md
  - types.md
- - acp.md
  - deepresearch.md
  - harbor.md
  - index.md
- - memory-and-context.md
- - logo.svg
- - 1-project-overview.md
  - 2-architecture-overview.md
  - 3-workflow-overview.md
  - 4a-deep-dive-agent-factory.md
  - 4b-deep-dive-toolsets-and-capabilities.md
- - commands.md
  - getting-started.md
  - index.md
  - keybindings.md
  - sessions-forking-mcp.md
  - settings.md
- - agents.md
  - backends.md
  - index.md
  - skills.md
  - toolsets.md
- - basic-usage.md
  - composite-backend.md
  - custom-tools.md
  - docker-runtimes.md
  - docker-sandbox.md
  - file-uploads.md
  - filesystem.md
  - full-app.md
  - human-in-the-loop.md
  - index.md
  - interactive-chat.md
  - mcp.md
  - skills.md
  - streaming.md
  - subagents.md
  - thinking.md
  - web-tools.md
- - abbreviations.md
- - extra.js
- - custom-tools.md
  - files-and-shell.md
  - first-agent.md
  - human-in-the-loop.md
  - index.md
  - memory.md
  - planning.md
  - sessions.md
  - skills.md
  - streaming.md
  - structured-output.md
  - subagents.md
  - web-and-mcp.md
- - main.html
- - extra.css
- contributing.md
- favicon.ico
- getting-help.md
- index.md
- installation.md
- - app.py
  - audit_middleware.py
  - github_tools.py
  - README.md
  - TESTING.md
- - main.py
  - README.md
- basic_usage.py
- composite_backend.py
- custom_tools.py
- docker_sandbox.py
- file_uploads.py
- filesystem_backend.py
- human_in_the_loop.py
- interactive_chat.py
- mcp_server.py
- skills_usage.py
- streaming.py
- subagents.py
- thinking.py
- web_tools.py
- - __init__.py
- - __init__.py
  - builtins.py
  - config.py
  - loader.py
  - registry.py
  - resources.py
- - __init__.py
  - builder.py
  - fragments.py
- __init__.py
- _text.py
- agent.py
- deps.py
- goal.py
- instructions.py
- models.py
- spec.py
- styles.py
- subagents.py
- types.py
- __init__.py
- conftest.py
- test_agent.py
- test_agent_extended.py
- test_browser.py
- test_capabilities.py
- test_checkpointing.py
- test_cli_agent.py
- test_cli_assistant_message.py
- test_cli_clipboard_image.py
- test_cli_command_coverage.py
- test_cli_commands.py
- test_cli_config.py
- test_cli_credentials.py
- test_cli_diff_view.py
- test_cli_dispatch.py
- test_cli_fuzzy.py
- test_cli_goal.py
- test_cli_history_picker.py
- test_cli_image_paste.py
- test_cli_local_context.py
- test_cli_local_models.py
- test_cli_mcp.py
- test_cli_new_features.py
- test_cli_run.py
- test_cli_session_picker.py
- test_cli_settings.py
- test_cli_tool_call_widget.py
- test_cli_update.py
- test_context.py
- test_context_manager.py
- test_diff_picker_modal.py
- test_eviction.py
- test_fork_config_modal.py
- test_fork_picker_n_branches.py
- test_forking_branch_approval.py
- test_forking_budget.py
- test_forking_core.py
- test_forking_diff.py
- test_forking_editor.py
- test_forking_judge.py
- test_forking_materializer.py
- test_forking_merge_apply.py
- test_goal.py
- test_harbor_agent.py
- test_history_archive.py
- test_hooks.py
- test_improve.py
- test_instructions.py
- test_liteparse.py
- test_mcp.py
- test_mcp_loader.py
- test_mcp_resources.py
- test_memory.py
- test_message_queue.py
- test_model_picker.py
- test_monitoring.py
- test_patch_tool_calls.py
- test_periodic_reminder.py
- test_plan_toolset.py
- test_processors.py
- test_prompts.py
- test_public_api.py
- test_skills.py
- test_skills_backend.py
- test_skills_extended.py
- test_spec.py
- test_stuck_loop.py
- test_styles.py
- test_teams.py
- test_text.py
- test_tool_search.py
- test_toolsets.py
- test_toolsets_extended.py
- test_tui.py
- test_tui_extras.py
- test_tui_forking.py
- test_tui_forking_acceptance.py
- test_tui_judge_loading.py
.gitignore
.pre-commit-config.yaml
CHANGELOG.md
CLAUDE.md
CODE_QUALITY_REPORT.md
CONTRIBUTING.md
GOVERNANCE.md
install.sh
LICENSE
Makefile
mkdocs.yml
pyproject.toml
README.md
renovate.json
SECURITY.md
SYSTEM_REVIEW.md

# Installation Guide

1. Get the code

git clone https://github.com/vstorm-co/pydantic-deepagents

Downloads the entire project code from GitHub to your computer.

cd pydantic-deepagents

Moves into the project folder you just downloaded.

2. Official Install Script

Easy Recommended

Prerequisites

Python 3 Python is required to use pip.

curl -fsSL https://raw.githubusercontent.com/vstorm-co/pydantic-deep/main/install.sh | bash

Downloads and runs the official install script in one line — this handles the full setup automatically.

pip install pydantic-deep

Installs the package published on PyPI directly — no need to clone the source.

✅ After installing, open a new terminal and run the program's version command (e.g. --version) to confirm it worked.

Pulled directly from this repo's README.

3. Docker

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Docker Desktop Needed to build and run containers. Install it and keep it running in the background.

pydantic-deep tui --sandbox docker

Type this command into your terminal and run it.

Type this command into your terminal and run it.

✅ Run docker compose ps to check the containers are Up. If the README mentions a port, open http://localhost:PORT in your browser.

Pulled directly from this repo's README.

4. Python

Easy

Prerequisites

Git Needed to download the project code from GitHub.
Python 3 On Windows, be sure to check 'Add Python to PATH' during installation.

pip install pydantic-deep

Installs the package published on PyPI directly — no need to clone the source.

✅ If it runs without errors and prints output in the terminal, it worked.

Pulled directly from this repo's README.

5. Make

Medium

Prerequisites

Git Needed to download the project code from GitHub.
Make Usually pre-installed on Linux/macOS. On Windows, install separately (e.g. via MSYS2 or WSL).

make install

Compiles the code based on the generated build configuration to produce an executable.

make test # 100% coverage required

Compiles the code based on the generated build configuration to produce an executable.

make all # lint + typecheck + test

Compiles the code based on the generated build configuration to produce an executable.

✅ If it finishes without errors, it worked. Try running the generated executable directly.

Pulled directly from this repo's README.