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* fix(ci): update unit-test workflow paths to match current source layout Replace stale pkg/** filter with src/langbot/** and add uv.lock. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * docs(tests): update README to reflect current test layout - Fix stale paths: tests/pipeline → tests/unit_tests/pipeline - Update CI Python versions: 3.11, 3.12, 3.13 - Add test directory structure for box, config, platform, plugin, provider, storage - Document pytest markers and uv commands - Mention planned E2E tests Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add shared test factories package Create tests/factories/ with reusable test factories: - FakeApp: mock application with all dependencies - Message chains: text_chain, mention_chain, image_chain - Query factories: text_query, group_text_query, command_query, etc. No test changes - maintains backward compatibility. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add fake provider factory Add tests/factories/provider.py with: - FakeProvider: deterministic fake LLM provider - Error simulation: timeout, auth, rate-limit, malformed - Request capture for assertions - fake_model: mock model with attached provider Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add fake platform factory Add tests/factories/platform.py with: - FakePlatform: simulated platform adapter - Inbound message construction: friend/group/image - Mention-bot flag simulation - Outbound message capture for assertions - Streaming output support simulation - Send failure simulation Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add comprehensive message/query factories Extend tests/factories/message.py with: - file_query: file attachment query - unsupported_query: unknown message segment - voice_query: audio/voice query - at_all_query: group @All mention - query_with_session: query with session object - query_with_config: query with custom pipeline config Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add fake message flow smoke test Create tests/smoke/test_fake_message_flow.py: - TestFakeMessageFlow: factory verification tests - TestMessageFlowIntegration: minimal flow smoke test - Tests FakeApp, FakeProvider, FakePlatform, query factories - Verifies LANGBOT_FAKE_PONG marker response - Captures outbound messages for assertions Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add developer test-quick command Add scripts/test-quick.sh and Makefile with: - test-quick: runs ruff check + unit tests + smoke tests - No real provider keys or platform accounts required - Suitable for local branch self-test Update tests/README.md: - Document test-quick command - Document test factories package - Add smoke tests and factories directory structure Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * fix(test): make test-quick reliable as developer gate Fixes for D-001验收问题: 1. test-quick.sh: use set -euo pipefail, uv run ruff, no tail pipe 2. Remove unused imports in factories (app.py, platform.py, provider.py) 3. Fix unused variable in smoke test 4. Add noqa: E402 to test_n8nsvapi.py lazy imports 5. Update smoke test docs: "minimal fake flow" not full pipeline Now test-quick is a reliable gate: lint failures exit 1, test failures propagate. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(unit): add preproc and taskmgr unit tests U-001: Pipeline Preprocessor tests - Normal text message processing - Empty message handling - Image segment with/without vision model - Model selection and fallback - Variable extraction U-004: Core Task Manager tests (pattern-based) - Task creation and tracking patterns - Task cancellation patterns - Scope-based cancellation - Task type filtering - Pruning completed tasks - Wait all tasks Taskmgr tests use pattern-based approach to avoid circular import in source code (taskmgr → app → http_controller → migration → taskmgr). Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(unit): add config loader unit tests U-005: Config Loader tests - Valid YAML config loading - Valid JSON config loading - Invalid YAML/JSON error behavior - Missing config file creation from template - Template completion for missing keys - ConfigManager load/dump operations - Exists check for both YAML and JSON All tests use tmp_path fixture, no real project config. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(unit): add chat and command handler pattern tests U-002: Chat Handler tests (pattern-based) - Normal message event emission pattern - prevent_default handling - User message alteration pattern - Runner selection pattern - Streaming/non-streaming response patterns - Exception handling modes (show-error, show-hint, hide) - Message history update pattern - Telemetry payload pattern U-003: Command Handler tests (pattern-based) - Command parsing and text extraction - Event creation pattern - Privilege/admin check pattern - Command result handling (text, error, image) - prevent_default handling - String truncation helper Uses pattern-based testing to avoid circular import issues in source code. Direct imports of handler modules trigger circular import chain. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * style: fix unused imports after ruff auto-fix Remove unused imports in test files: - test_config_loader.py: remove unused os - test_taskmgr.py: remove unused Mock - test_preproc.py: remove unused unsupported_query, image_chain Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(unit): improve taskmgr tests to test real classes U-004 improved: Tests now import and test actual classes: - TaskContext: new(), trace(), to_dict(), placeholder() - TaskWrapper: task creation, context, exception/result capture, cancel, to_dict - AsyncTaskManager: create_task, create_user_task, cancel_task, cancel_by_scope - Task pruning behavior Uses pre-mocking technique: - Mock langbot.pkg.core.app before import (breaks circular chain) - Mock langbot.pkg.core.entities with proper Enum All 24 tests now test real class behavior, not patterns. taskmgr.py coverage should improve significantly. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * refactor(test): consolidate FakeApp and add sys.modules isolation utility - Extract tests/utils/import_isolation.py with isolated_sys_modules context manager - Extend tests/factories/app.py FakeApp with handler-specific attributes - Refactor test_chat_handler.py to use centralized FakeApp and cached imports - Refactor test_command_handler.py with mock_execute_factory fixture - Refactor test_smoke.py to move import-time sys.modules manipulation into fixture - Add SQLite migration integration tests (G-002) - Add HTTP API smoke integration tests (G-005) - Update CI workflow to call pytest for SQLite migrations (G-004) Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add developer quality gate consolidation (G-007) - Add scripts/test-integration-fast.sh for fast integration tests - Add scripts/test-coverage.sh with 12% baseline threshold - Update Makefile with test-integration-fast, test-coverage, test-all-local - Update CI workflow with integration and coverage jobs - Add smoke marker to pytest.ini - Update tests/README.md with quality gate layers documentation - Add tests/integration/pipeline/ for pipeline stage-chain tests Quality gate layers: - Quick: ruff + unit + smoke (~2 min) - Fast Integration: SQLite/API/Pipeline (~3 min) - Coverage: 12% threshold gate (~8 min) - Full Local: all three combined Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): add PostgreSQL migration slow integration tests (G-003) - Add tests/integration/persistence/test_migrations_postgres.py - All tests marked with @pytest.mark.slow - Tests skip when TEST_POSTGRES_URL is not set (no local PostgreSQL) - Database isolation via clean_tables and clean_alembic_version fixtures - Update CI workflow to use pytest instead of inline Python script - Remove TODO(G-003) comment - Update tests/README.md with PostgreSQL test documentation Covered scenarios: - Baseline stamp sets revision - Upgrade from baseline to head - Upgrade idempotent - Get current on unstamped DB returns None Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * feat(test): Phase 1.5 coverage expansion - COV-001 to COV-013 Coverage baseline raised from 13.65% to 26% (+12.35%) Gate raised from 12% to 18% Tasks completed: - COV-001: Command system unit tests (100% coverage) - COV-002: API service unit tests batch 1 (user/apikey/model/provider) - COV-003: Provider model manager unit tests - COV-004: Pipeline remaining stage tests (aggregator/cntfilter/longtext/msgtrun) - COV-005: Storage and utils coverage pass - COV-006: Gate ratchet 12%→15% - COV-007: Gate ratchet 15%→18% - COV-008: API service batch 2 (bot/pipeline/webhook/space/maintenance/mcp) - COV-009: Blocked - API controller circular import issue documented - COV-010: Plugin runtime unit tests (+0.08%) - COV-011: RAG and vector unit tests (+0.68%) - COV-012: Core boot and migration unit tests - COV-013: Provider requester logic unit tests (+0.62%) Key additions: - tests/utils/import_isolation.py: sys.modules isolation for circular imports - Provider requester mock tests: proved HTTP-dependent code can be tested locally - Vector filter utilities: 100% coverage on pure functions - API services: fake persistence pattern for unit testing Blocked issue COV-009 documented in langbot-test-plan/1.5/issues/ Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(phase1): add unit tests for telemetry, plugin, rag, persistence Add initial unit tests for Phase 1 of test coverage improvement: - telemetry: test initialization, payload sanitization, early returns (14.3% → 62.9%) - plugin: test _parse_plugin_id static method - rag: test _to_i18n_name static method - persistence: test serialize_model with datetime handling Overall core coverage: 41.9% → 42.2% Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(phase2): add unit tests for core, persistence, plugin, utils - Add test_handler_helpers.py for plugin handler helpers (7 tests) - Add test_mgr_methods.py for persistence manager (5 tests) - Add test_app_config_validation.py for core app config (12 tests) - Add test_knowledge_service.py for API knowledge service (22 tests) - Add test_kbmgr.py for RAG knowledge base manager (39 tests) - Add test_survey_manager.py for survey manager (22 tests) - Add test_connector_methods.py for plugin connector (24 tests) - Add test_funcschema.py for utils function schema (9 tests) - Add test_platform.py for utils platform detection (7 tests) - Add test_extract_deps.py for plugin deps extraction (7 tests) - Add test_database_decorator.py for persistence decorator (7 tests) - Add test_load_config.py for core config loading (19 tests) - Add COVERAGE_EXCLUSIONS.md documenting external adapter exclusions - Fix test_chat_session_limit.py path for portability Coverage: core 28% → 30%, persistence 24% → 24.4%, plugin 27% → 28% Total: 1082 tests passed, core module coverage 45.5% Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(integration): add API controller integration tests - Add test_pipelines.py (10 tests) covering pipelines CRUD operations - GET/POST/PUT/DELETE on /api/v1/pipelines - Extensions endpoint - Metadata endpoint - Coverage: pipelines controller 27% → 80% - Add test_providers.py (10 tests) covering provider/model management - Provider CRUD with model counts - LLM model CRUD - Coverage: providers controller 23% → 81%, models 29% → 45% Tests use Quart TestClient with mocked services for real HTTP behavior without external dependencies. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(integration): add knowledge, bots, and model endpoints tests - Add test_knowledge.py (10 tests) covering knowledge base management - CRUD operations on /api/v1/knowledge/bases - Files management endpoints - Retrieve endpoint with validation - Coverage: knowledge/base.py 26% → 91% - Add test_bots.py (9 tests) covering bot management - CRUD operations on /api/v1/platform/bots - Logs endpoint - Send message endpoint with validation - Coverage: platform/bots.py 24% → 87% - Extend test_providers.py (+4 tests) for embedding/rerank models - Embedding models CRUD - Rerank models CRUD - Coverage: provider/models.py 29% → 60% Total integration tests: 53 (smoke 12 + pipelines 10 + providers 14 + knowledge 10 + bots 9) Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(integration): add embed and monitoring endpoint tests Add integration tests for embed widget and monitoring API endpoints: - test_embed.py: 15 tests for widget.js, logo, turnstile, messages, reset, feedback - test_monitoring.py: 15 tests for overview, messages, llm-calls, sessions, errors, export Coverage improvements: - embed.py: 17% → 56% - monitoring.py: 17% → 93% Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(e2e): add minimal startup E2E tests Add E2E tests for LangBot startup flow: - tests/e2e/utils/config_factory.py: minimal config generation - tests/e2e/utils/process_manager.py: LangBot subprocess management - tests/e2e/conftest.py: E2E fixtures (session-scoped process) - tests/e2e/test_startup.py: 12 tests for startup verification Tests verify: - boot.py + stages execution - database initialization (SQLite) - API availability - migrations applied Uses embedded databases (SQLite, Chroma) - no external dependencies. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test(quality): fix fake tests and add missing coverage P0 fixes: - telemetry: rewrite fake tests with real behavior verification (25 tests) - config: delete copied-source tests, use proper imports (2 deleted) - persistence: fix try-except pass to verify specific errors P1 fixes: - pipeline: add real FixedWindowAlgo tests instead of mocks (12 tests) - provider: add SessionManager and ToolManager tests (25 tests) - storage: add S3StorageProvider tests with moto mock (16 tests) - plugin: add handler action tests for setting inheritance (15 tests) - rag: add file storage and ZIP processing tests (21 tests) - vector: add VDB filter conversion tests (30 tests) P2 fixes: - pipeline/msgtrun: strengthen assertions for exact message count - api: add response structure validation in integration tests New test files: - provider/test_session_manager.py - provider/test_tool_manager.py - storage/test_s3storage.py - plugin/test_handler_actions.py - rag/test_file_storage.py - vector/test_vdb_filter_conversion.py Source code bugs documented: - provider: TokenManager.next_token() ZeroDivisionError - telemetry: send_tasks class variable shared state - command: empty command IndexError, unused parameters - utils: funcschema KeyError - entity: vector.py independent declarative_base Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * docs(test): update coverage stats and test structure - Update coverage from 22% to 30% - Add new test files to structure: - provider: session_manager, tool_manager - storage: s3storage - plugin: handler_actions - rag: file_storage - vector: vdb_filter_conversion - telemetry: rewritten tests - Update module coverage percentages Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com> * test: add 105 new unit tests for untested core functionality Add comprehensive tests for B-class issues (core functionality untested): Pipeline: - test_pool.py: QueryPool ID generation, caching, async context (12 tests) - test_ratelimit.py: Fixed timing-sensitive test tolerance - test_pipelinemgr.py: Use real Pydantic StageProcessResult instead of Mock Utils: - test_version.py: Version comparison functions (20 tests) - test_logcache.py: Log page management and retrieval (18 tests) - test_httpclient.py: HTTP session pool management (10 tests) - test_proxy.py: Proxy configuration from env and config (10 tests) - test_image.py: URL parsing and base64 extraction (12 tests) - test_pkgmgr.py: Pip command generation (8 tests) Discover: - test_engine.py: I18nString, Metadata, Component manifest (15 tests) Test count: 1193 → 1298 (+105 tests) Note: Some B-class issues cannot be tested due to circular import bugs filed as GitHub issues #2175 (pipeline) and #2176 (persistence). * test: tighten phase 1 coverage contracts * test: align ci integration isolation --------- Co-authored-by: Claude Opus 4.7 <noreply@anthropic.com>
Production-grade platform for building agentic IM bots.
Quickly build, debug, and ship AI bots to Slack, Discord, Telegram, WeChat, and more.
English / 简体中文 / 繁體中文 / 日本語 / Español / Français / 한국어 / Русский / Tiếng Việt
Website ｜ Features ｜ Docs ｜ API ｜ Cloud ｜ Plugin Market ｜ Roadmap
What is LangBot?
LangBot is an open-source, production-grade platform for building AI-powered instant messaging bots. It connects Large Language Models (LLMs) to any chat platform, enabling you to create intelligent agents that can converse, execute tasks, and integrate with your existing workflows.
Key Capabilities
- AI Conversations & Agents — Multi-turn dialogues, tool calling, multi-modal support, streaming output. Built-in RAG (knowledge base) with deep integration to Dify, Coze, n8n, Langflow.
- Universal IM Platform Support — One codebase for Discord, Telegram, Slack, LINE, QQ, WeChat, WeCom, Lark, DingTalk, KOOK.
- Production-Ready — Access control, rate limiting, sensitive word filtering, comprehensive monitoring, and exception handling. Trusted by enterprises.
- Plugin Ecosystem — Hundreds of plugins, event-driven architecture, component extensions, and MCP protocol support.
- Web Management Panel — Configure, manage, and monitor your bots through an intuitive browser interface. No YAML editing required.
- Multi-Pipeline Architecture — Different bots for different scenarios, with comprehensive monitoring and exception handling.
→ Learn more about all features
Quick Start
☁️ LangBot Cloud (Recommended)
LangBot Cloud — Zero deployment, ready to use.
One-Line Launch
uvx langbot
Requires uv. Visit http://localhost:5300 — done.
Docker Compose
git clone https://github.com/langbot-app/LangBot
cd LangBot/docker
docker compose up -d
One-Click Cloud Deploy
More options: Docker · Manual · BTPanel · Kubernetes
Supported Platforms
| Platform | Status | Notes |
|---|---|---|
| Discord | ✅ | Official |
| Telegram | ✅ | Official |
| Slack | ✅ | Official |
| LINE | ✅ | Official |
| ✅ | Personal & Official API (Channel, DM, Group) | |
| WeCom | ✅ | Enterprise WeChat, External CS, AI Bot |
| ✅ | Personal & Official Account | |
| Lark | ✅ | Official |
| DingTalk | ✅ | Official |
| KOOK | ✅ | Official |
| Satori | ✅ | |
| ✅ | Matrix, Satori | |
| Matrix | ✅ | Supports multiple bridged platforms such as Signal, WhatsApp, Messenger, iMessage, Mattermost, Google Chat, IRC, XMPP, Zulip, and more |
Supported LLMs & Integrations
| Provider | Type | Status |
|---|---|---|
| OpenAI | LLM | ✅ |
| Anthropic | LLM | ✅ |
| DeepSeek | LLM | ✅ |
| Google Gemini | LLM | ✅ |
| xAI | LLM | ✅ |
| Moonshot | LLM | ✅ |
| Zhipu AI | LLM | ✅ |
| Ollama | Local LLM | ✅ |
| LM Studio | Local LLM | ✅ |
| Dify | LLMOps | ✅ |
| MCP | Protocol | ✅ |
| SiliconFlow | Gateway | ✅ |
| Aliyun Bailian | Gateway | ✅ |
| Volc Engine Ark | Gateway | ✅ |
| ModelScope | Gateway | ✅ |
| GiteeAI | Gateway | ✅ |
| CompShare | GPU Platform | ✅ |
| PPIO | GPU Platform | ✅ |
| ShengSuanYun | GPU Platform | ✅ |
| 接口 AI | Gateway | ✅ |
| 302.AI | Gateway | ✅ |
| Qiniu | Gateway | ✅ |
Why LangBot?
| Use Case | How LangBot Helps |
|---|---|
| Customer Support | Deploy AI agents to Slack/Discord/Telegram that answer questions using your knowledge base |
| Internal Tools | Connect n8n/Dify workflows to WeCom/DingTalk for automated business processes |
| Community Management | Moderate QQ/Discord groups with AI-powered content filtering and interaction |
| Multi-Platform Presence | One bot, all platforms. Manage from a single dashboard |
Live Demo
Try it now: https://demo.langbot.dev/
- Email:
demo@langbot.app - Password:
langbot123456
Note: Public demo environment. Do not enter sensitive information.
Community
Star History
Contributors
Thanks to all contributors who have helped make LangBot better: