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Changelog

[0.12.0] - 2026-04-07

New Features

  • WebSocket: New websocket client module (ws) with integration tests; session-level websocket client initialization and cleanup with improved logging on deletion.
  • MCP Tools: Add support for MCP tools in session — tool list parsing, callMcpTool routing, session URL handling, and additional session fields.
  • Screenshot (Python): beta_take_screenshot method in Screen module with fixed import order.
  • Screenshot (TypeScript): Sync betaTakeScreenshot API with unit and integration tests.
  • Execution Context: New documentation for execution context module.

Enhancements

  • MCP Routing: MCP tool invocation smart routing pushed down to BaseService, aligning Python and TypeScript implementations.
  • TypeScript Exceptions: Refactor exception classes with factory functions to eliminate duplicate code.
  • TypeScript: Remove enableBrowserReplay feature; add union types for tool list and improve imports handling.
  • FileSystem Monitoring: Enhance directory monitoring logic with ready event, baseline establishment flag, and execution error handling.
  • WebSocket: Update ws exceptions with extra params; simplify ws client logic and error creation pattern.
  • API Consistency: Rename run_code to _run_code and update related methods and docs across modules; update method calls for consistency across Python and TypeScript.
  • MIME Handling: Improve MIME type handling and add default stream target.
  • Data Retrieval: Improve data retrieval logic and add helper functions for type safety.
  • Testing: Update session creation params and image ID for testing consistency across languages.

Bug Fixes

  • Dependencies: websockets is now a required dependency (was missing from install_requires).
  • Screenshot: Fix screen.beta_take_screenshot integration test error; fix unit and integration test errors in code and screenshot modules.
  • TypeScript: Add callMcpTool to mock sessions for SessionLike interface compliance; fix API doc generation error; add ws dependency and improve logging in TypeScript modules.
  • Tool List: Handle empty tool list and improve content check logic.
  • Timeout: Add timeout parameters to future results in sync client; improve exception handling in TypeScript modules.
  • FileSystem: Correct parameter name for stop event in directory monitoring example.
  • Scripts: Remove wrong option in CI script.

Documentation, Testing & Chore

  • Release Automation: Add release SOP, automation scripts, unified CI release pipeline, and GitHub Actions auto-release workflow.
  • Docs: Add real-time streaming and websocket documentation; use "remote browser" wording and document stealth option in TypeScript API.
  • Docs Fixes: Fix documentation issues found during review (dead links, formatting).
  • Testing: Add websockets dependency for testing.
  • API Docs: Auto-generated API reference documentation updated.
  • CI/CD: Add pipeline for SDK sync to GitHub; unified release pipeline, changelog generation, version bump, and doc-check automation scripts.

[0.11.0] - 2026-03-16

Breaking Changes

  • listMcpTools (Python): Explicit imageId is now required (no silent default). Callers must pass imageId when listing MCP tools.

New Features

  • TypeScript SDK: Full TypeScript SDK for AGB (client, Session, Config, API layer, Command, Code, FileSystem, Browser, Computer, Extension, Context, exceptions, logger). API models split into 51 separate files.
  • getCdpLink: New API in Python and TypeScript; sessionId as query parameter. Browser get_endpoint_url uses getCdpLink in Python.
  • BrowserAgent (TypeScript): act, observe, extract, navigate; async variants with time-based timeout; BrowserFingerprintGenerator and FingerprintFormat.
  • Session lifecycle: Idle release timeout (configurable); refresh session idle time API (keep-alive). Docs for lifecycle, keep-alive, and resource_url validity (30 min).
  • Python: call_mcp_tool delegated to BaseService to remove duplication; Session uses _base_service.
  • Module parity (TypeScript): FileSystem upload/download via pre-signed URLs, transferPath, watchDir; Computer.Window fullscreen/focusMode; Computer.App stopByCmd/getVisible; Browser getOption/isInitialized; Session getAgb(); new file-transfer module for OSS and context sync.
  • CI/CD: TypeScript official release pipeline and script; npm build/publish pipeline; internal tnpm test publish; publish npm test to tnpm when patch is merged.
  • Documentation: Single root README (Python + TypeScript quick start, docs, development); website and Discord URLs; TypeScript code examples in VitePress code-group tabs; API reference merged into docs/api-reference with python/ and typescript/; Session docs split (lifecycle, info, labels, list, mcp-tools); Context expanded (concepts, best practices, FAQ); call-for-use and captcha docs.

Enhancements

  • Filesystem (Python): FileInfo type; FileChangeEvent eventType/pathType; readFile with { format: "bytes" }; writeFile create_new mode; watchDirectory with AbortSignal; sync fallback (awaitSync); waitForTask uses res.items ?? res.contextStatusData; OSS cleanup after upload/download. Unit tests aligned to DEFAULT_CHUNK_SIZE 50KB.
  • Computer (Python/TS): MouseButton.DOUBLE_LEFT, drag(button); getPosition/getSize return CursorPosition/ScreenSize; get_installed_apps uses ignore_system_app. Browser: BrowserProxy managed type (user_id, isp, country, province, city).
  • TypeScript: Response models gained requestId and field parsing; getters (getTotalCount, getExpireTime, etc.); toJSON() on Session, AGB, BaseService, ContextService, ContextManager, Computer to avoid circular serialization; Browser screenshot Playwright-only (MCP screenshot removed); interface signatures aligned with Python (Keyboard press/release, App start/listInstalled, FileSystem progressCallback, Extension cleanup). AGB.get() returns session: null when session is deleted or missing (typed as Session | null).
  • Project structure: Python SDK moved under python/ (agb/, tests/, pyproject.toml, etc.); CI, scripts, root README updated.

Bug Fixes

  • MCP screenshot: CallMcpToolResponse now extracts type="image" content when no text (screenshot tool returns image).
  • Extension upload (TS): Use fetch instead of axios to fix 403 OSS upload.
  • getCdpLink: TypeScript sends empty JSON body and capitalized Authorization header; Python/TS tests fail explicitly instead of silent skip.
  • Extension upload message (TS): Use errorMessage instead of url on failure.
  • tsup (TS): Externalize playwright to fix ESM/CJS build (optional runtime dependency).
  • Docs: VitePress angle bracket escaping for TS generics; dead links fixed (tutorial depth, Related Resources, quickstart, browser links); tutorial link path generation for absolute-style paths; CI copy logic so api-reference/python/ does not get nested subdirs.
  • Python: mypy fixes (GetCdpLinkResponse, Browser/FileSystem init, Optional dicts, FileError duplicate, logging params, browser agent extract return types).
  • CI: Subshell (cd python && ...) to prevent path duplication; job outputs for pass/fail; summary decoupled from test jobs; correct image ID and AGB_ENDPOINT for TS integration tests; continue-on-error to avoid fast-fail cascade; clone retries and git HTTP tuning for push-docs-to-github.

Documentation, Testing & Chore

  • Docs: TypeScript API docs auto-generation in pipeline (TypeDoc); doc-metadata and computer overview generation (sub-modules before container, exclude_methods). Removed session best-practices.md, troubleshooting.md; keep-alive folded into lifecycle.
  • Testing: TypeScript unit tests (session, base-service, logger, api-response, command, code, filesystem, computer, browser, extension, context, context-manager, api models, http-client, client, file-transfer, agb, BrowserAgent, fingerprint); integration tests (all modules, browser, computer, file transfer, watchDir, MCP, advanced suites). Python unit coverage to ~83% (logger, code, computer submodules, file_system, context_manager); getCdpLink integration tests. Pre env uses agb-code-space-2; CICD script names optimized.
  • Chore: Removed unused session management methods and models; trimmed keep-alive use-case examples; docs/dev/ in .gitignore; code formatting (agb, browser). Pause and resume was added then removed in this cycle and is not part of the release.

[0.10.0] - 2026-02-09

This release focuses on API Naming Simplification Phase 2 in the Computer module, the new policy_id parameter for session creation, and OpenClaw examples for Slack, Discord, and Telegram.

Breaking Changes

  • API Naming Simplification Phase 2 (Computer Module): Interfaces previously flat in session.computer are now organized by sub-module (mouse, keyboard, screen, window, app). The legacy single computer.py has been removed. API mapping:
    • session.computer.click_mouse(x, y) → session.computer.mouse.click(x, y)
    • session.computer.move_mouse(x, y) → session.computer.mouse.move(x, y)
    • session.computer.drag_mouse(x1, y1, x2, y2) → session.computer.mouse.drag(x1, y1, x2, y2)
    • session.computer.scroll(x, y, direction, amount) → session.computer.mouse.scroll(x, y, direction, amount)
    • session.computer.get_cursor_position() → session.computer.mouse.get_position()
    • session.computer.input_text(text) → session.computer.keyboard.type(text)
    • session.computer.press_keys(keys) → session.computer.keyboard.press(keys)
    • session.computer.release_keys(keys) → session.computer.keyboard.release(keys)
    • session.computer.list_root_windows() → session.computer.window.list_root_windows()
    • session.computer.get_active_window() → session.computer.window.get_active_window()
    • session.computer.activate_window(window_id) → session.computer.window.activate(window_id)
    • session.computer.close_window(window_id) → session.computer.window.close(window_id)
    • session.computer.maximize_window(window_id) → session.computer.window.maximize(window_id)
    • session.computer.minimize_window(window_id) → session.computer.window.minimize(window_id)
    • session.computer.restore_window(window_id) → session.computer.window.restore(window_id)
    • session.computer.resize_window(window_id, w, h) → session.computer.window.resize(window_id, w, h)
    • session.computer.fullscreen_window(window_id) → session.computer.window.fullscreen(window_id)
    • session.computer.focus_mode(on=True) → session.computer.window.focus_mode(on=True)
    • session.computer.get_installed_apps() → session.computer.app.list_installed()
    • session.computer.list_visible_apps() → session.computer.app.get_visible()
    • session.computer.start_app(name) → session.computer.app.start(name)
    • session.computer.stop_app_by_pname(pname) → session.computer.app.stop_by_pname(pname)
    • session.computer.stop_app_by_pid(pid) → session.computer.app.stop_by_pid(pid)
    • session.computer.stop_app_by_cmd(stop_cmd) → session.computer.app.stop_by_cmd(stop_cmd)
    • session.computer.get_screen_size() → session.computer.screen.get_size()
    • session.computer.screenshot() → session.computer.screen.capture()
  • Implementation aligned with original behavior: unified log operation names, restored return types, and corrected mouse button validation and screen capture return types.

New Features

  • policy_id: CreateSessionParams adds policy_id; the create-session request supports mcpPolicyId for policy-scoped sessions.
  • OpenClaw examples: Three example configurations for IM integrations:
    • Slack – configuration and usage with OpenClaw
    • Discord – configuration and usage with OpenClaw
    • Telegram – configuration and usage with OpenClaw (including README mention)

Other Enhancements

  • API call log level changed from info to debug
  • aiohttp uses certifi for SSL context (macOS/Windows)
  • Screenshot examples add retry and better SSL error handling
  • Screen module: improved result.data parsing for string and dict
  • App/window error handling improved; get_active_window raises RuntimeError on failure; window JSON errors return None

Bug Fixes

  • Added missing request_id on AppOperationResult / ApplicationManager
  • Fixed example indentation and return types (app.start(), screen.capture())
  • Keyboard combo letter keys normalized to lowercase
  • Fixed pytest imports (pythonpath, project root, functional_helpers)
  • Integration test fixes for list_installed, cursor validation, scroll API, and window_operations.py app selection

Documentation, Testing & Chore

  • Docs auto-generated and aligned with 26 API specification; example formatting and comments updated.
  • Browser fingerprint and computer integration tests improved; timeout test for 1s minimum; added Playwright connect test.
  • Website host changed to agb.cloud.

[0.9.0] - 2026-01-23

Breaking Changes

  • API Naming Simplification: Major API renaming for consistency and simplicity:
    • session.code.run_code() → session.code.run()
    • session.command.execute_command() → session.command.execute()
    • session.file_system → session.file
    • session.file.watch() → session.file.watch_dir()
    • session.file.get_file_transfer_context_path() → session.file.transfer_path()
    • File system methods simplified: read_file() → read(), write_file() → write(), delete_file() → remove(), list_directory() → list(), get_file_info() → info(), create_directory() → mkdir(), move_file() → move(), edit_file() → edit(), read_multiple_files() → read_batch(), search_files() → search()

New Features

  • Session Metrics: Added session metrics tracking functionality to retrieve resource usage and performance metrics
  • MCP Tool Calling: Added MCP (Model Context Protocol) tool calling methods to Session class for direct tool invocation
  • Multiple Results Support: Enhanced code execution to support multiple result types with comprehensive documentation

Enhancements

  • Error Handling: Improved error handling for file transfer operations:
    • Specific handling for httpx.ConnectError (network connection issues)
    • Specific handling for httpx.TimeoutException (timeout issues)
    • Clearer error messages for network-related failures
  • File Transfer: Improved error handling in transfer_path() method with better context initialization checks
  • Documentation:
    • Added comprehensive MCP tool calling documentation and examples
    • Updated API documentation to reflect new simplified method names
    • Added session metrics documentation and examples
    • Fixed code execution result field usage in documentation
    • Updated MCP guide URLs to v2

Refactoring

  • Session Class: Removed unnecessary BaseService inheritance from Session class
  • Test Infrastructure: Optimized session creation in integration tests
  • Code Cleanup: Removed temporary API rename verification scripts

Testing & CI/CD

  • Test Coverage: Reached 80% unit test coverage gate
  • Integration Tests:
    • Enhanced integration test infrastructure and reliability
    • Added CI skip logic for integration tests
    • Fixed false-pass tests and improved test stability
    • Added integration test for session metrics retrieval
    • Refactored filesystem integration tests
  • Test Compatibility: Made version_utils tests Python 3.10-compatible
  • CI Improvements: Improved CI skip logic for browser fingerprint tests

Bug Fixes

  • Fixed output log source to match result object structure in main.py
  • Fixed Java result output log variable reference errors
  • Fixed JavaScript execution result output logic errors
  • Fixed default image_id value for list_mcp_tools (now uses agb-code-space-1)
  • Fixed conftest.py being run as a test file
  • Fixed write_file on deleted session test and integration test issues
  • Optimized docstring and fixed default value of list_mcp_tools

[0.8.0] - 2026-01-08

New Features

  • Code Execution: Added Jupyter-style rich outputs support for run_code() (e.g., images/HTML/Markdown/LaTeX/JSON).
  • File System: Added delete_file() support with tests and documentation.
  • File System: Added support for returning binary file content (bytes) for read operations.
  • Command Execution: Added cwd and envs parameters, plus richer CommandResult fields for better diagnostics.

Enhancements

  • Documentation: Added/updated capability docs for binary reads, file deletion, and run_code rich outputs.
  • Documentation: Split large pages into focused sub-pages (browser, computer, context) and standardized the overview template.
  • Documentation: Removed source file names from headings for cleaner, goal-oriented titles.

Refactoring

  • AGB Core: Extracted context synchronization waiting/polling logic into a helper and removed an unused in-memory session cache.
  • File System: Removed a debug log line to reduce noise.

Testing & CI/CD

  • CI/CD: Skipped pipeline execution for docs-only changes to speed up iteration.
  • CI/CD: Improved docs sync behavior to preserve public/ and terms-of-service/ in the target docs repository.
  • Tests: Normalized line endings in file transfer tests for better cross-platform stability.

[0.7.1] - 2025-12-22

Enhancements

  • Default Parameters: Adjusted default parameter values for improved usability and performance
  • API Documentation: Updated API documentation to reflect current functionality

Refactoring

  • Code Cleanup: Removed deprecated session management methods and simplified API surface
  • Documentation Updates: Cleaned up documentation references to align with current API

Testing & CI/CD

  • Test Adjustments: Updated test cases to match current API behavior and improve test reliability

[0.7.0] - 2025-12-18

New Features

  • Browser Fingerprint Enhancement: Comprehensive browser fingerprint management with persistence, local sync, and advanced configuration options
  • Computer Automation Module: Full desktop automation capabilities including:
    • Screenshot capture support for AGB sessions
    • Keyboard input functionality with comprehensive key support
    • Mouse operations with button and scroll direction enums
    • Window listing and management functionality
    • Application operations support
  • File Transfer Function: Complete file transfer functionality for moving files between local and remote environments
  • Async Session Deletion: Migrated session deletion API from release_mcp_session to delete_session_async with polling support
  • Browser Type Configuration: Support for browser type and command arguments settings for enhanced browser control
  • MCP Access Documentation: Comprehensive guide for MCP (Model Context Protocol) access and configuration

Enhancements

  • Context Manager: Improved error handling by returning error results instead of raising exceptions in context sync validation
  • Browser Agent: Enhanced browser agent with improved integration tests and better error handling
  • API Documentation: Added fingerprint module to API documentation generation
  • Code Examples: Optimized and improved code examples throughout documentation

Documentation

  • Added MCP access guide with comprehensive configuration instructions
  • Added examples for application and window operations
  • Updated text input examples in documentation
  • Corrected documentation regarding command execution instructions
  • Standardized guides structure to match template
  • Removed example code from ContextManager docstring
  • Added file transfer guide markdown

Refactoring

  • Removed unused http_port and token fields from session response models
  • Improved context sync validation to return error results instead of exceptions
  • Cleaned up unrelated files and code

Testing & CI/CD

  • Optimized CI/CD pipeline summary with switch state for better visibility
  • Enhanced test coverage for computer module, file transfer, and browser fingerprint features
  • Fixed context manager sync tests to match new validation logic

[0.6.0] - 2025-12-04

New Features

  • Context Sync Mapping Policy: Added MappingPolicy support for cross-platform data persistence between Browser and Code sessions
  • API Documentation Generation: Automated API reference documentation generation with Google-style docstrings and GitHub Pages sync
  • Integration Testing Infrastructure: Enhanced CI/CD pipeline with dedicated integration test job and dynamic endpoint resolution

Breaking Changes

  • Session Class Refactoring: Removed BaseSession class and merged functionality into Session class. Removed deprecated find_server_for_tool method.

Enhancements

  • Documentation: Complete restructuring of API reference, examples, and guides. Added cross-platform persistence guide and embedded code snippets for VitePress
  • Code Quality: Unified all docstrings to Google style format with type annotations throughout codebase
  • API Improvements: Added timeout configuration and improved argument filtering for MCP tool calls

Bug Fixes

  • Integration Tests: Fixed exit code reporting to correctly indicate test failures in CI/CD pipelines
  • Context Service: Added null checks to prevent exceptions in context operations
  • Documentation: Fixed broken links and incorrect references throughout documentation
  • Test Infrastructure: Enhanced test stability and reliability, added special handling for CEASED account status

Testing & CI/CD

  • Added integration test job to CI/CD pipeline with comprehensive test coverage
  • Improved test stability with proper wait times and resource cleanup
  • Added CI bot guard to prevent infinite loops and enhanced error detection
  • Fixed documentation pipeline configuration and optimized documentation workflow

[0.5.0] - 2025-11-20

New Features

  • Context Clear API: Added clear_async, get_clear_status, and synchronous clear with configurable timeout, poll interval, and explicit state tracking.
  • SDK Telemetry: Session creation now records SDK version and release status, with explicit release flagging injected during the official build process.
  • Context Sync Enhancements: Introduced UploadMode and lifecycle enums for more flexible synchronization policies.
  • Session Parameters: Enforced image_id as a required field in CreateSessionParams, improving validation and error messaging.
  • Testing Framework: Expanded unit tests to cover Code, Command, FileSystem, ContextManager, SessionParams, response models, and context clear flows.

Bug Fixes

  • Added error_message propagation to ContextSyncResult, ensuring API failures surface in sync results.
  • Aligned sample code and tests to use valid image_id values and consistent data paths, fixing persistence-related flakes.

Documentation

  • Updated context usage guide, sync policy docs, API references, and data persistence examples to reflect the new features.

Testing & CI

  • Added a RecyclePolicy integration test and tightened context sync test coverage, including path uniqueness checks.
  • CI now runs unit tests by default, installs pytest automatically, and includes pipeline optimizations plus master-branch triggers.

[0.4.0] - 2025-10-31

New Features

  • Session Management Enhancements: Complete session lifecycle management with listing, retrieval, and labeling
    • list() method for retrieving all sessions with pagination support
    • get() method for retrieving individual session details by session ID
    • Session labels support for better session organization and management
  • Browser Module Enhancements:
    • Captcha solving support for browser automation
    • Extension support for AGB browser operations
  • Context API Improvements:
    • Enhanced parameter validation for all context operations
    • Improved error messages for missing or invalid parameters
    • list_files() now supports optional parent_folder_path parameter

Bug Fixes

  • Context Validation: Fixed missing parameter validation in context operations
    • Added null and empty string checks for all required parameters
    • Improved error handling and user feedback
  • Browser Module: Fixed API parameter mismatch (schema renamed to field_schema) to align with MCP field validation
  • Testing: Fixed httpx connection error in integration tests for context file URLs
  • Context Manager: Optimized documentation notes in context_manager.sync() function

Documentation & Testing

  • Session Management:
    • Comprehensive documentation for session listing, retrieval, and label management
    • Updated session management guide with new features
    • New examples for session label operations
  • Testing Coverage:
    • Integration tests for session labels functionality
    • Unit tests for AGB and session modules
    • Comprehensive validation tests for context operations (18 new test cases)
    • Enhanced test coverage for file operations with parameter validation

[0.3.0] - 2025-10-15

New Features

  • Context Management System: Complete context management with persistent data storage, file operations, and synchronization
  • Enhanced Logging: Integrated Loguru for better log formatting and structured logging across all modules

API Enhancements

  • Context API: New context endpoints for CRUD operations, file management, and synchronization with region support
  • Session Integration: Enhanced session management with context synchronization during lifecycle

Documentation & Testing

  • Context Documentation: Comprehensive usage guides, API reference, and response type documentation
  • Testing: Complete test coverage for context operations, file management, and synchronization features

Bug Fixes

  • API & HTTP: Fixed parameter validation, async request issues, and data serialization problems
  • Infrastructure: Updated dependencies, improved CI/CD, and resolved type checking issues

[0.2.2] - 2025-09-23

Bug Fixes

  • remove oss related code and docs
  • fix async http request bug
  • Updated testing and documentation improvements

[0.2.1] - 2025-09-10

Bug Fixes

  • Directory Monitoring: Fixed deduplication issue in watch directory functionality
    • Removed unnecessary event deduplication that was causing missed file changes
    • Improved callback handling to ensure all file events are properly reported
    • Enhanced error handling in directory monitoring callbacks

Testing

  • Enhanced test coverage for directory monitoring functionality
  • Added comprehensive file modification monitoring tests
  • Improved integration test reliability

[0.2.0] - 2025-09-08

New Features

  • Directory Monitoring API: Added comprehensive directory watching functionality
    • watch_directory() method for real-time file system monitoring
    • Support for recursive directory watching
    • File change event handling (create, modify, delete, move)
    • Configurable watch patterns and filters
    • Async support for directory monitoring operations

Infrastructure Improvements

  • CI/CD Pipeline: Complete GitHub Actions workflow setup
    • Automated testing across multiple Python versions (3.10, 3.11, 3.12)
    • Cross-platform testing (Ubuntu, macOS, Windows)
    • Code quality checks with Black, isort, Flake8, and MyPy
    • Security scanning with Bandit, Safety, and CodeQL
    • Automated dependency updates with Dependabot
    • Release automation with PyPI publishing
  • Pre-commit Configuration: Standardized code quality enforcement
    • Python code formatting with Black
    • Import sorting with isort
    • Linting with Flake8 and security checks with Bandit
    • YAML, TOML, and JSON validation
    • Type checking with MyPy

Documentation

  • Enhanced API Reference: Updated filesystem module documentation
  • New Examples: Directory monitoring examples and usage patterns
  • File Operations Guide: Comprehensive guide for file system operations

Technical Improvements

  • Updated API client architecture for better extensibility
  • Enhanced error handling for directory monitoring operations
  • Comprehensive test coverage for new functionality

[0.1.0] - 2025-08-30

Initial Release

This is the first official release of the AGB SDK, providing a comprehensive Python SDK for AI-powered code execution and management.

New Features

  • Core SDK: Complete Python SDK for AGB platform
  • Session Management: Create and manage execution sessions
  • Code Execution: Execute Python code in isolated environments
  • Command Execution: Run shell commands and scripts
  • File System Operations: Manage files and directories

Core Modules

  • Code Module: Execute Python code with full environment access
  • Command Module: Run shell commands and system operations
  • File System Module: File and directory management operations

Technical Features

  • Session-based Architecture: Secure, isolated execution environments
  • RESTful API: Clean HTTP-based communication
  • Error Handling: Comprehensive exception handling and error reporting
  • Authentication: API key-based authentication
  • Async Support: Asynchronous operation support

Documentation

  • Complete API reference documentation
  • Usage examples and tutorials
  • Best practices guide
  • Quick start guide

Requirements

  • Python 3.10+
  • Required packages: requests, typing-extensions
  • Environment variable: AGB_API_KEY

License

  • Apache License 2.0