mirror of
https://github.com/BerriAI/litellm.git
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3f18cd2fdc
* fix(anthropic): enforce type:'object' on tool input schemas Anthropic's API requires all tool input_schema to have type:'object' at the root level. When OpenAI-format tools have parameters with a missing or non-'object' type field (common with MCP tool servers), the schema was passed through unchanged, causing Anthropic to reject with: 'tools.N.custom.input_schema.type: Input should be object'. The existing default handles the case where parameters is entirely missing, but does not normalize schemas that ARE provided with a wrong or absent type field. Fix: After extracting _input_schema in _map_tool_helper(), ensure type is set to 'object' and properties exists. This matches the normalization already done implicitly by the Bedrock handler. Added 4 unit tests covering: missing type, wrong type, valid schema (no-op), and entirely missing parameters. Related issues: #12020, #64, #1671 * fix(anthropic): deduplicate tool_result messages by tool_call_id Anthropic requires exactly one tool_result per tool_use. When conversation history (e.g. from session resume/checkpoint restore) contains duplicate tool result messages with the same tool_call_id, the API rejects with: 'each tool_use must have a single result. Found multiple tool_result blocks with id: <id>'. This is already handled for Bedrock via _deduplicate_bedrock_tool_content() but was missing from the Anthropic direct and Vertex AI partner paths, which share sanitize_messages_for_tool_calling(). Fix: Add Case D to sanitize_messages_for_tool_calling() — after the existing orphan detection passes, scan for duplicate tool_call_ids and keep only the last occurrence (most complete result). Added 3 unit tests: dedup with duplicates, no-op with unique IDs, and behavior when modify_params=False. Related issues: #11804, #11029, #6836, #1782, #151 * fix: shallow copy input_schema to avoid caller mutation + add mutation guard test Addresses Greptile review: - dict(_input_schema) before mutation prevents cross-provider state leakage - Test asserts original tool parameters dict is unchanged after call * feat: add qwen3.5 series for openrouter * fix: typo on max_output_tokens and max_tokens from qwen3.5 series * chore: fix * chore: fix * [Test] UI - Logs: Add unit tests for 5 untested view_logs components Add vitest tests for TypeBadges, ErrorViewer, ConfigInfoMessage, TimeCell, and TruncatedValue covering rendering, user interactions, and edge cases. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Rename 'Team-Based Guardrails' to 'Team Bring-Your-Own Guardrails' (#23307) Co-authored-by: Cursor Agent <cursoragent@cursor.com> * feat(chat-ui): responses API + MCP tool execution in /chat (#23297) * feat(ui): add Chat UI v0 — standalone LiteLLM-branded chat window Adds a full chat UI accessible from the sidebar Chat link (opens in new tab). - Standalone route at /chat (outside dashboard layout — no Navbar/Sidebar chrome) - Claude.ai-style layout: model selector top-left, LiteLLM logo center, settings top-right - Greeting with time-of-day, centered input card, suggestion chips (Write/Learn/Code/Brainstorm) - Sliding conversation history sidebar with Cmd+K search, rename, delete, date grouping - localStorage-backed conversation persistence (litellm_chat_history_v1) - Streaming completions via makeOpenAIChatCompletionRequest with AbortController stop support - MCP server picker (toggle servers on/off per conversation) - LiteLLM aesthetic: white/light-gray background, Ant Design blue (#1677ff) primary, system font - Sidebar2: Chat menu item opens in new tab via window.open * feat(chat-ui): responses API + MCP tool execution display - Switch /chat from chat completions to responses API (previous_response_id session chaining) - Add MCP server picker with search filter in chat input bar - Show MCP tool call events (list_tools + call_tool) inline in chat via MCPEventsDisplay - Add tool chip strip showing available tools when MCP servers are selected - Non-blocking MCP toggle: server added immediately, verification in background (works for no-auth MCPs like deepwiki) - Add truncateAfterMessage to useChatHistory for edit/retry - Sync activeConversationId on URL change (fixes stale conversation on new chat) - Add "Open Chat" shortcut button to sidebar * fix(chat-ui): switch to responses API, remove dead code, add tests - Switch handleSend from makeOpenAIChatCompletionRequest to makeOpenAIResponsesRequest with previous_response_id session chaining - Add responsesSessionId state; reset to null when starting a new conversation - Remove unused ChatInputBar.tsx and ModelSelector.tsx (dead code) - Add tests/test_litellm/test_chat_ui_responses_session.py covering previous_response_id forwarding and signature validation * fix(chat-ui): address greptile review issues - Reset responsesSessionId when activeConversationId changes (not just on new conversation) - Wire onMCPEvent callback into makeOpenAIResponsesRequest; render MCPEventsDisplay below messages - Clear mcpEvents on each new send - Explicitly filter history to user/assistant roles only (no tool-role casting) - Remove duplicate "Chat" menu item from sidebar (pinned button serves same purpose) - Make Sider a flex column so "Open Chat" button actually pins to bottom - Fix tests to intercept real HTTP requests and assert previous_response_id in body * fix(chat-ui): address greptile review feedback (greploop iteration 1) - Fix duplicate context: when responsesSessionId is set, only send the new user message as input (prior context is already server-side via session chaining). Full history is still sent on the first turn. - Fix ephemeral MCP events: store events per-message in ChatMessage.mcpEvents instead of ephemeral component state. Events now survive across turns and render inline below each assistant response via MCPEventsDisplay. - Remove stale mcpEvents useState and ephemeral panel at bottom of chat. * fix(chat-ui): address greptile review feedback (greploop iteration 2) - Fix stale session on edit/retry: derive previousResponseId as null when historyOverride is set so edit/retry always starts a fresh Responses API session rather than chaining off a now-invalid prior session - Fix unsafe MCPEvent cast: import MCPEvent directly from MCPEventsDisplay into types.ts and type ChatMessage.mcpEvents as MCPEvent[], eliminating the bare 'as MCPEvent[]' cast in ChatMessages.tsx * fix(chat-ui): fix MCPEvent layering, batch localStorage writes, module-level test imports - Move MCPEvent interface definition into chat/types.ts (single source of truth) - MCPEventsDisplay.tsx now imports MCPEvent from types.ts instead of defining it locally - Batch MCP event localStorage writes: accumulate during stream, persist once in finally - Move test imports to module level per PEP 8 convention * fix(chat-ui): fix MCPEvent import path and rename truncateFromMessage - responses_api.tsx now imports MCPEvent directly from chat/types (not via MCPEventsDisplay re-export) - Remove the now-unnecessary MCPEvent re-export from MCPEventsDisplay.tsx - Rename truncateAfterMessage → truncateFromMessage: the function removes the target message and all subsequent ones (not just what comes after), so the new name accurately describes the behavior * fix(responses-api): fix whitespace token filter and MCP server URL construction - Drop the delta.trim() whitespace filter that was silently swallowing spaces and newlines during streaming, causing words to concatenate and paragraphs to collapse. Only skip truly empty strings (delta.length > 0). - Use proxyBaseUrl for MCP server_url construction instead of the hardcoded relative path "litellm_proxy/mcp", so non-root deployments route correctly. * fix(responses-api): use unique server_label per MCP server to prevent tool routing collisions * fix(chat-ui): move MCPEvent to shared mcp_tools/types, skip partial events on abort - Move MCPEvent interface to mcp_tools/types.tsx (shared with MCPServer/MCPTool), eliminating the playground→chat cross-module dependency. chat/types.ts and both playground components now import from mcp_tools/types. - Only persist accumulated MCP events when the stream completes cleanly; aborted or errored turns drop partial events to avoid showing incomplete tool calls. * fix(responses-api): use server_name for MCP URL routing, fix test path - Use server_name (not alias) as the URL path segment for MCP server_url; alias is a display name that may differ from the registered proxy route. URL-encode the path to handle names with spaces/special characters. - Fix sys.path.insert in tests to use __file__-relative path so tests pass regardless of which directory pytest is invoked from. * fix(chat-ui): fix stale session after failed edit, clean MCP event persistence, unique server_label - Eagerly call setResponsesSessionId(null) when historyOverride is set so a failed/aborted edit does not leave a stale session contaminating the next turn - Replace abort-signal check with streamCompletedCleanly flag to correctly skip MCP event persistence on both abort and non-abort errors (network/API failures) - Use server_name (unique) as server_label instead of alias to prevent silent tool-routing failures when two MCP servers share the same display name * [Feat] UI - Show logos on MCP Apps page (#23320) * feat(ui): add MCP server logo support across admin and chat UIs - New MCPLogoSelector component with grid of well-known logos (GitHub, Slack, Notion, Linear, Jira, etc.) and custom URL input - Create MCP Server form: logo picker with preview, OpenAPI presets auto-fill logo from registry icon_url - Edit MCP Server form: logo picker pre-populated from mcp_info.logo_url - Admin table: logos rendered next to server name in Name column - Chat MCPAppsPanel: logos on server cards (list + detail view) with graceful fallback to letter avatars - Chat MCPConnectPicker: logos next to server names in toggle list - Fix pre-existing bug: setTools -> clearTools in create form cancel - All 321 vitest files / 3211 tests pass Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * feat(ui): use local SVG logos for MCP services, fix Chat UI rendering - Add 15 new MCP service logo SVGs (Slack, Notion, Linear, Jira, Figma, Gmail, Stripe, Salesforce, Shopify, HubSpot, Twilio, Sentry, Zapier, GitLab, Google Drive) to both source and pre-built directories - Switch MCPLogoSelector from CDN URLs (cdn.simpleicons.org) to local asset paths (/ui/assets/logos/) for reliable rendering - Logos now served by the proxy itself, working from any page path including /ui/chat/ (absolute paths resolve correctly everywhere) Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> --------- Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> * fix(codeql): remove ruby from language matrix (#23227) * Add team-scoped MCP server filtering for key creation and fix UnboundLocalError When creating a key, the MCP server list now filters by the selected team's allowed servers. Also fixes UnboundLocalError on `is_restricted_virtual_key` when `team_id` query param was provided to GET /v1/mcp/server. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Fix cross-team MCP server info disclosure and restricted key bypass The GET /v1/mcp/server endpoint allowed any authenticated user to pass an arbitrary team_id and enumerate another team's MCP server config. Restricted virtual keys could also use the team_id param to bypass their access limitations. Add team membership check for non-admins and block restricted keys from using the team_id filter. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Fix mcp_tool_permissions JSON string deserialization in _resolve_team_allowed_mcp_servers Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * [Feature] UI - MCP Servers: Add per-server health recheck Allow users to recheck health for individual MCP servers by clicking the health status badge. On hover the badge text changes to "Recheck" with a refresh icon, and the check runs only for that server. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Fix Anthropic docs link for beta endpoint Update the Anthropic /v1/messages beta endpoint docstring to point to its current pass-through documentation. This keeps the change scoped to the incorrect URL and avoids changing unverified wording in the surrounding comment. --------- Co-authored-by: netbrah <162479981+netbrah@users.noreply.github.com> Co-authored-by: Yong woo Song <ywsong.dev@kakao.com> Co-authored-by: yuneng-jiang <yuneng.jiang@gmail.com> Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> Co-authored-by: Krish Dholakia <krrishdholakia@gmail.com> Co-authored-by: Cursor Agent <cursoragent@cursor.com> Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com> Co-authored-by: Sameer Kankute <sameer@berri.ai> Co-authored-by: Ishaan Jaff <ishaan-jaff@users.noreply.github.com> Co-authored-by: Joe Reyna <joseph.reyna@gmail.com> |
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|---|---|---|
| .. | ||
| a2a_protocol | ||
| anthropic_interface/exceptions | ||
| caching | ||
| completion_extras | ||
| containers | ||
| enterprise | ||
| expected_responses_api_request | ||
| experimental_mcp_client | ||
| google_genai | ||
| images | ||
| integrations | ||
| interactions | ||
| litellm_core_utils | ||
| llms | ||
| ocr | ||
| passthrough | ||
| proxy | ||
| responses | ||
| router_strategy | ||
| router_utils | ||
| secret_managers | ||
| test_router | ||
| types | ||
| vector_stores | ||
| __init__.py | ||
| conftest.py | ||
| log.txt | ||
| readme.md | ||
| test_a2a_registry_lookup.py | ||
| test_acompletion_session_reuse_e2e.py | ||
| test_add_deployment_no_master_key.py | ||
| test_aembedding_session_reuse_e2e.py | ||
| test_anthropic_beta_headers_filtering.py | ||
| test_azure_video_router.py | ||
| test_chat_ui_responses_session.py | ||
| test_claude_haiku_4_5_config.py | ||
| test_claude_opus_4_6_config.py | ||
| test_constants.py | ||
| test_container_router.py | ||
| test_cost_calculation_log_level.py | ||
| test_cost_calculator.py | ||
| test_deepseek_model_metadata.py | ||
| test_eager_tiktoken_load.py | ||
| test_exception_exports.py | ||
| test_exception_header_preservation.py | ||
| test_exception_mapping_request_attribute.py | ||
| test_filter_out_litellm_params.py | ||
| test_get_blog_posts.py | ||
| test_gpt_image_cost_calculator.py | ||
| test_groq_streaming_encoding.py | ||
| test_lazy_imports.py | ||
| test_litellm_params_reserved_keys.py | ||
| test_logging.py | ||
| test_lowest_latency_zero_tokens.py | ||
| test_main.py | ||
| test_model_param_helper.py | ||
| test_model_response_normalization.py | ||
| test_nested_drop_params.py | ||
| test_project_tags_pydantic.py | ||
| test_redis.py | ||
| test_register_model_custom_pricing.py | ||
| test_responses_api_bridge_non_stream.py | ||
| test_responses_id_security.py | ||
| test_router.py | ||
| test_router_google_genai.py | ||
| test_router_model_cost_isolation.py | ||
| test_router_per_deployment_num_retries.py | ||
| test_router_redis_init.py | ||
| test_router_retry_non_retryable_errors.py | ||
| test_router_silent_experiment.py | ||
| test_service_logger.py | ||
| test_shared_session_integration.py | ||
| test_ssl_verify_unit.py | ||
| test_streaming_connection_cleanup.py | ||
| test_system_message_format_bug.py | ||
| test_utils.py | ||
| test_uuid_helper.py | ||
| test_video_generation.py | ||
| test_xai_responses_auto_routing.py | ||
Testing for litellm/
This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.
The point of this is to:
- Increase test coverage of
litellm/ - Make it easy for contributors to add tests for the
litellm/package and easily run tests without needing LLM API keys.
File name conventions
litellm/proxy/test_caching_routes.pymaps tolitellm/proxy/caching_routes.pytest_<filename>.pymaps tolitellm/<filename>.py