From c4d2d9cdd19c8e516704bdb631f84a2cce47762e Mon Sep 17 00:00:00 2001 From: "google-labs-jules[bot]" <161369871+google-labs-jules[bot]@users.noreply.github.com> Date: Sat, 7 Feb 2026 17:50:07 +0000 Subject: [PATCH] feat: integrate LangGraph for Mapbox GeoJSON control - Replaced the procedural MapControlOrchestrator with a LangGraph StateGraph implementation in lib/agents/map-langgraph.tsx. - Implemented nodes for classification, MCP tool execution (geocoding), GeoJSON parsing, and map command generation. - Added a MapStatus component to stream intermediate orchestration steps to the UI. - Integrated the new orchestrator into app/actions.tsx using runMapGraph. - Added required dependencies. Co-authored-by: ngoiyaeric <115367894+ngoiyaeric@users.noreply.github.com> --- app/actions.tsx | 17 ++- bun.lock | 92 +++++++++++++- components/map/map-status.tsx | 21 ++++ lib/agents/index.tsx | 1 + lib/agents/map-langgraph.tsx | 222 ++++++++++++++++++++++++++++++++++ package.json | 5 + 6 files changed, 350 insertions(+), 8 deletions(-) create mode 100644 components/map/map-status.tsx create mode 100644 lib/agents/map-langgraph.tsx diff --git a/app/actions.tsx b/app/actions.tsx index 2de4b2fe..3f87aa9c 100644 --- a/app/actions.tsx +++ b/app/actions.tsx @@ -12,13 +12,13 @@ import type { FeatureCollection } from 'geojson' import { Spinner } from '@/components/ui/spinner' import { Section } from '@/components/section' import { FollowupPanel } from '@/components/followup-panel' -import { inquire, researcher, taskManager, querySuggestor, resolutionSearch } from '@/lib/agents' -import { mapControlOrchestrator } from '@/lib/agents/map-control-orchestrator' +import { inquire, researcher, taskManager, querySuggestor, resolutionSearch, runMapGraph } from '@/lib/agents' import { initializeComposioMapbox } from '@/mapbox_mcp/composio-mapbox' import { Composio } from '@composio/core' import { writer } from '@/lib/agents/writer' import { saveChat, getSystemPrompt } from '@/lib/actions/chat' import { Chat, AIMessage } from '@/lib/types' +import { MapStatus } from '@/components/map/map-status' import { UserMessage } from '@/components/user-message' import { BotMessage } from '@/components/message' import { SearchSection } from '@/components/search-section' @@ -426,13 +426,18 @@ async function submit(formData?: FormData, skip?: boolean) { try { // Use the Orchestrator with fallback to basic enricher handled internally if needed - console.log('🚀 Starting Map Control Orchestrator...'); - locationResponse = await mapControlOrchestrator(answer, { + console.log("🚀 Starting LangGraph Map Orchestrator..."); + const statusStream = createStreamableUI(); + uiStream.append(statusStream.value); + + locationResponse = await runMapGraph(answer, { mcpClient, connectionId, - enableFeedbackLoop: false // Disable for now to reduce latency + onStatusUpdate: (status) => { + statusStream.update(); + } }); - console.log('✨ Orchestrator finished:', locationResponse); + statusStream.done(); } catch (e) { console.error("Error during map orchestration:", e); // Fallback to basic enricher diff --git a/bun.lock b/bun.lock index 691c7356..7c191c2f 100644 --- a/bun.lock +++ b/bun.lock @@ -1,6 +1,5 @@ { "lockfileVersion": 1, - "configVersion": 0, "workspaces": { "": { "name": "QCX", @@ -8,6 +7,7 @@ "@ai-sdk/amazon-bedrock": "^1.1.6", "@ai-sdk/anthropic": "^1.2.12", "@ai-sdk/google": "^1.2.22", + "@ai-sdk/langchain": "^2.0.82", "@ai-sdk/openai": "^1.3.24", "@ai-sdk/xai": "^1.2.18", "@composio/core": "^0.3.3", @@ -15,6 +15,10 @@ "@google/generative-ai": "^0.24.1", "@heroicons/react": "^2.2.0", "@hookform/resolvers": "3.3.4", + "@langchain/core": "^1.1.19", + "@langchain/google-genai": "^2.1.15", + "@langchain/langgraph": "^1.1.4", + "@langchain/openai": "^1.2.5", "@mapbox/mapbox-gl-draw": "^1.5.0", "@modelcontextprotocol/sdk": "^1.13.0", "@radix-ui/react-alert-dialog": "^1.1.10", @@ -112,8 +116,12 @@ "@ai-sdk/anthropic": ["@ai-sdk/anthropic@1.2.12", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.8" }, "peerDependencies": { "zod": "^3.0.0" } }, "sha512-YSzjlko7JvuiyQFmI9RN1tNZdEiZxc+6xld/0tq/VkJaHpEzGAb1yiNxxvmYVcjvfu/PcvCxAAYXmTYQQ63IHQ=="], + "@ai-sdk/gateway": ["@ai-sdk/gateway@3.0.39", "", { "dependencies": { "@ai-sdk/provider": "3.0.8", "@ai-sdk/provider-utils": "4.0.14", "@vercel/oidc": "3.1.0" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-SeCZBAdDNbWpVUXiYgOAqis22p5MEYfrjRw0hiBa5hM+7sDGYQpMinUjkM8kbPXMkY+AhKLrHleBl+SuqpzlgA=="], + "@ai-sdk/google": ["@ai-sdk/google@1.2.22", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.8" }, "peerDependencies": { "zod": "^3.0.0" } }, "sha512-Ppxu3DIieF1G9pyQ5O1Z646GYR0gkC57YdBqXJ82qvCdhEhZHu0TWhmnOoeIWe2olSbuDeoOY+MfJrW8dzS3Hw=="], + "@ai-sdk/langchain": ["@ai-sdk/langchain@2.0.82", "", { "dependencies": { "ai": "6.0.77" }, "peerDependencies": { "@langchain/core": ">=1.0.0", "@langchain/langgraph": ">=0.2.0" }, "optionalPeers": ["@langchain/langgraph"] }, "sha512-nlK9aJ9H5P4qgCdJi0Jd+7paiEaEzIU/uIV8T57fOSkH+ND7nERkLJ64dZCbbLBWR2E0LysRd0qJpBexZRNBgA=="], + "@ai-sdk/openai": ["@ai-sdk/openai@1.3.24", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.8" }, "peerDependencies": { "zod": "^3.0.0" } }, "sha512-GYXnGJTHRTZc4gJMSmFRgEQudjqd4PUN0ZjQhPwOAYH1yOAvQoG/Ikqs+HyISRbLPCrhbZnPKCNHuRU4OfpW0Q=="], "@ai-sdk/openai-compatible": ["@ai-sdk/openai-compatible@0.2.16", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "@ai-sdk/provider-utils": "2.2.8" }, "peerDependencies": { "zod": "^3.0.0" } }, "sha512-LkvfcM8slJedRyJa/MiMiaOzcMjV1zNDwzTHEGz7aAsgsQV0maLfmJRi/nuSwf5jmp0EouC+JXXDUj2l94HgQw=="], @@ -204,6 +212,8 @@ "@borewit/text-codec": ["@borewit/text-codec@0.2.1", "", {}, "sha512-k7vvKPbf7J2fZ5klGRD9AeKfUvojuZIQ3BT5u7Jfv+puwXkUBUT5PVyMDfJZpy30CBDXGMgw7fguK/lpOMBvgw=="], + "@cfworker/json-schema": ["@cfworker/json-schema@4.1.1", "", {}, "sha512-gAmrUZSGtKc3AiBL71iNWxDsyUC5uMaKKGdvzYsBoTW/xi42JQHl7eKV2OYzCUqvc+D2RCcf7EXY2iCyFIk6og=="], + "@colors/colors": ["@colors/colors@1.6.0", "", {}, "sha512-Ir+AOibqzrIsL6ajt3Rz3LskB7OiMVHqltZmspbW/TJuTVuyOMirVqAkjfY6JISiLHgyNqicAC8AyHHGzNd/dA=="], "@composio/client": ["@composio/client@0.1.0-alpha.52", "", {}, "sha512-IFPa77R/v4JUX0QeRHRTEkJCBZ+OqMQBh1rIn4Nv5PIP1eP3sZqxlTYJUKPS4qLNnwBJRD+Vn7/jUs5J7pdv5g=="], @@ -378,6 +388,18 @@ "@jridgewell/trace-mapping": ["@jridgewell/trace-mapping@0.3.31", "", { "dependencies": { "@jridgewell/resolve-uri": "^3.1.0", "@jridgewell/sourcemap-codec": "^1.4.14" } }, "sha512-zzNR+SdQSDJzc8joaeP8QQoCQr8NuYx2dIIytl1QeBEZHJ9uW6hebsrYgbz8hJwUQao3TWCMtmfV8Nu1twOLAw=="], + "@langchain/core": ["@langchain/core@1.1.19", "", { "dependencies": { "@cfworker/json-schema": "^4.0.2", "ansi-styles": "^5.0.0", "camelcase": "6", "decamelize": "1.2.0", "js-tiktoken": "^1.0.12", "langsmith": ">=0.4.0 <1.0.0", "mustache": "^4.2.0", "p-queue": "^6.6.2", "uuid": "^10.0.0", "zod": "^3.25.76 || ^4" } }, "sha512-hmNAcgeLLqNLnu8UK+HVTfB8170eCmAfsy4gFLBYeE+kdsnyO0Hd/Kd42pZi8Cgfux4OMX3yxl+g+/a1ktGe0A=="], + + "@langchain/google-genai": ["@langchain/google-genai@2.1.15", "", { "dependencies": { "@google/generative-ai": "^0.24.0", "uuid": "^11.1.0" }, "peerDependencies": { "@langchain/core": "1.1.19" } }, "sha512-Pg+mbMP1q83T/YWjF9E9uKq/D+GhnKS/xOQQuGUIM4wjGlA4BBKtjSzjVnIl66l3CUemVMCu8XYfUnDPbHmm1A=="], + + "@langchain/langgraph": ["@langchain/langgraph@1.1.4", "", { "dependencies": { "@langchain/langgraph-checkpoint": "^1.0.0", "@langchain/langgraph-sdk": "~1.6.0", "@standard-schema/spec": "1.1.0", "uuid": "^10.0.0" }, "peerDependencies": { "@langchain/core": "^1.1.16", "zod": "^3.25.32 || ^4.2.0", "zod-to-json-schema": "^3.x" }, "optionalPeers": ["zod-to-json-schema"] }, "sha512-9OhRF+7Zvcpure8TLtBrxfJDo0PAoHZhfzcPL6M3CsGXiYqLWm5tQe+FYqn9zRIV7IwphqVEl1QDNbOkVgo+kw=="], + + "@langchain/langgraph-checkpoint": ["@langchain/langgraph-checkpoint@1.0.0", "", { "dependencies": { "uuid": "^10.0.0" }, "peerDependencies": { "@langchain/core": "^1.0.1" } }, "sha512-xrclBGvNCXDmi0Nz28t3vjpxSH6UYx6w5XAXSiiB1WEdc2xD2iY/a913I3x3a31XpInUW/GGfXXfePfaghV54A=="], + + "@langchain/langgraph-sdk": ["@langchain/langgraph-sdk@1.6.0", "", { "dependencies": { "@types/json-schema": "^7.0.15", "p-queue": "^9.0.1", "p-retry": "^7.1.1", "uuid": "^13.0.0" }, "peerDependencies": { "@langchain/core": "^1.1.16", "react": "^18 || ^19", "react-dom": "^18 || ^19" }, "optionalPeers": ["@langchain/core", "react", "react-dom"] }, "sha512-J/B1SkCG0U+eXEXH/X89dDHxP8I0eULjLtXYvZ39uk2TxEKjLsrW4LY5J7Qwrf0GCDA+IM/agjKSLXALnctWTw=="], + + "@langchain/openai": ["@langchain/openai@1.2.5", "", { "dependencies": { "js-tiktoken": "^1.0.12", "openai": "^6.18.0", "zod": "^3.25.76 || ^4" }, "peerDependencies": { "@langchain/core": "^1.0.0" } }, "sha512-AtnzS0j8Kv7IIdXywp/N27ytsMIbmncvFckiaWyOGibgqQYZyyR3rFC6P4z2x4/yoMgU7nXcd8dTNf+mABzLUw=="], + "@mapbox/geojson-area": ["@mapbox/geojson-area@0.2.2", "", { "dependencies": { "wgs84": "0.0.0" } }, "sha512-bBqqFn1kIbLBfn7Yq1PzzwVkPYQr9lVUeT8Dhd0NL5n76PBuXzOcuLV7GOSbEB1ia8qWxH4COCvFpziEu/yReA=="], "@mapbox/geojson-normalize": ["@mapbox/geojson-normalize@0.0.1", "", { "bin": { "geojson-normalize": "geojson-normalize" } }, "sha512-82V7YHcle8lhgIGqEWwtXYN5cy0QM/OHq3ypGhQTbvHR57DF0vMHMjjVSQKFfVXBe/yWCBZTyOuzvK7DFFnx5Q=="], @@ -656,6 +678,8 @@ "@so-ric/colorspace": ["@so-ric/colorspace@1.1.6", "", { "dependencies": { "color": "^5.0.2", "text-hex": "1.0.x" } }, "sha512-/KiKkpHNOBgkFJwu9sh48LkHSMYGyuTcSFK/qMBdnOAlrRJzRSXAOFB5qwzaVQuDl8wAvHVMkaASQDReTahxuw=="], + "@standard-schema/spec": ["@standard-schema/spec@1.1.0", "", {}, "sha512-l2aFy5jALhniG5HgqrD6jXLi/rUWrKvqN/qJx6yoJsgKhblVd+iqqU4RCXavm/jPityDo5TCvKMnpjKnOriy0w=="], + "@supabase/auth-js": ["@supabase/auth-js@2.90.1", "", { "dependencies": { "tslib": "2.8.1" } }, "sha512-vxb66dgo6h3yyPbR06735Ps+dK3hj0JwS8w9fdQPVZQmocSTlKUW5MfxSy99mN0XqCCuLMQ3jCEiIIUU23e9ng=="], "@supabase/functions-js": ["@supabase/functions-js@2.90.1", "", { "dependencies": { "tslib": "2.8.1" } }, "sha512-x9mV9dF1Lam9qL3zlpP6mSM5C9iqMPtF5B/tU1Jj/F0ufX5mjDf9ghVBaErVxmrQJRL4+iMKWKY2GnODkpS8tw=="], @@ -1048,6 +1072,8 @@ "@vercel/analytics": ["@vercel/analytics@1.6.1", "", { "peerDependencies": { "@remix-run/react": "^2", "@sveltejs/kit": "^1 || ^2", "next": ">= 13", "react": "^18 || ^19 || ^19.0.0-rc", "svelte": ">= 4", "vue": "^3", "vue-router": "^4" }, "optionalPeers": ["@remix-run/react", "@sveltejs/kit", "next", "react", "svelte", "vue", "vue-router"] }, "sha512-oH9He/bEM+6oKlv3chWuOOcp8Y6fo6/PSro8hEkgCW3pu9/OiCXiUpRUogDh3Fs3LH2sosDrx8CxeOLBEE+afg=="], + "@vercel/oidc": ["@vercel/oidc@3.1.0", "", {}, "sha512-Fw28YZpRnA3cAHHDlkt7xQHiJ0fcL+NRcIqsocZQUSmbzeIKRpwttJjik5ZGanXP+vlA4SbTg+AbA3bP363l+w=="], + "@vercel/speed-insights": ["@vercel/speed-insights@1.3.1", "", { "peerDependencies": { "@sveltejs/kit": "^1 || ^2", "next": ">= 13", "react": "^18 || ^19 || ^19.0.0-rc", "svelte": ">= 4", "vue": "^3", "vue-router": "^4" }, "optionalPeers": ["@sveltejs/kit", "next", "react", "svelte", "vue", "vue-router"] }, "sha512-PbEr7FrMkUrGYvlcLHGkXdCkxnylCWePx7lPxxq36DNdfo9mcUjLOmqOyPDHAOgnfqgGGdmE3XI9L/4+5fr+vQ=="], "@vis.gl/react-google-maps": ["@vis.gl/react-google-maps@1.7.1", "", { "dependencies": { "@types/google.maps": "^3.54.10", "fast-deep-equal": "^3.1.3" }, "peerDependencies": { "react": ">=16.8.0 || ^19.0 || ^19.0.0-rc", "react-dom": ">=16.8.0 || ^19.0 || ^19.0.0-rc" } }, "sha512-F/GJzJyri7Jqf+bkLNxoi2RcH2hCIo1I3//PyiILqQzdzglMoqZVO1DLXlHPifNdebk1/zib6dMJA3i73nwmuQ=="], @@ -1074,7 +1100,7 @@ "ansi-regex": ["ansi-regex@5.0.1", "", {}, "sha512-quJQXlTSUGL2LH9SUXo8VwsY4soanhgo6LNSm84E1LBcE8s3O0wpdiRzyR9z/ZZJMlMWv37qOOb9pdJlMUEKFQ=="], - "ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="], + "ansi-styles": ["ansi-styles@5.2.0", "", {}, "sha512-Cxwpt2SfTzTtXcfOlzGEee8O+c+MmUgGrNiBcXnuWxuFJHe6a5Hz7qwhwe5OgaSYI0IJvkLqWX1ASG+cJOkEiA=="], "any-promise": ["any-promise@1.3.0", "", {}, "sha512-7UvmKalWRt1wgjL1RrGxoSJW/0QZFIegpeGvZG9kjp8vrRu55XTHbwnqq2GpXm9uLbcuhxm3IqX9OB4MZR1b2A=="], @@ -1164,6 +1190,8 @@ "callsites": ["callsites@3.1.0", "", {}, "sha512-P8BjAsXvZS+VIDUI11hHCQEv74YT67YUi5JJFNWIqL235sBmjX4+qx9Muvls5ivyNENctx46xQLQ3aTuE7ssaQ=="], + "camelcase": ["camelcase@6.3.0", "", {}, "sha512-Gmy6FhYlCY7uOElZUSbxo2UCDH8owEk996gkbrpsgGtrJLM3J7jGxl9Ic7Qwwj4ivOE5AWZWRMecDdF7hqGjFA=="], + "camelcase-css": ["camelcase-css@2.0.1", "", {}, "sha512-QOSvevhslijgYwRx6Rv7zKdMF8lbRmx+uQGx2+vDc+KI/eBnsy9kit5aj23AgGu3pa4t9AgwbnXWqS+iOY+2aA=="], "caniuse-lite": ["caniuse-lite@1.0.30001764", "", {}, "sha512-9JGuzl2M+vPL+pz70gtMF9sHdMFbY9FJaQBi186cHKH3pSzDvzoUJUPV6fqiKIMyXbud9ZLg4F3Yza1vJ1+93g=="], @@ -1226,6 +1254,8 @@ "concaveman": ["concaveman@1.2.1", "", { "dependencies": { "point-in-polygon": "^1.1.0", "rbush": "^3.0.1", "robust-predicates": "^2.0.4", "tinyqueue": "^2.0.3" } }, "sha512-PwZYKaM/ckQSa8peP5JpVr7IMJ4Nn/MHIaWUjP4be+KoZ7Botgs8seAZGpmaOM+UZXawcdYRao/px9ycrCihHw=="], + "console-table-printer": ["console-table-printer@2.15.0", "", { "dependencies": { "simple-wcswidth": "^1.1.2" } }, "sha512-SrhBq4hYVjLCkBVOWaTzceJalvn5K1Zq5aQA6wXC/cYjI3frKWNPEMK3sZsJfNNQApvCQmgBcc13ZKmFj8qExw=="], + "content-disposition": ["content-disposition@1.0.1", "", {}, "sha512-oIXISMynqSqm241k6kcQ5UwttDILMK4BiurCfGEREw6+X9jkkpEe5T9FZaApyLGGOnFuyMWZpdolTXMtvEJ08Q=="], "content-type": ["content-type@1.0.5", "", {}, "sha512-nTjqfcBFEipKdXCv4YDQWCfmcLZKm81ldF0pAopTvyrFGVbcR6P/VAAd5G7N+0tTr8QqiU0tFadD6FK4NtJwOA=="], @@ -1270,6 +1300,8 @@ "debug": ["debug@4.4.3", "", { "dependencies": { "ms": "^2.1.3" } }, "sha512-RGwwWnwQvkVfavKVt22FGLw+xYSdzARwm0ru6DhTVA3umU5hZc28V3kO4stgYryrTlLpuvgI9GiijltAjNbcqA=="], + "decamelize": ["decamelize@1.2.0", "", {}, "sha512-z2S+W9X73hAUUki+N+9Za2lBlun89zigOyGrsax+KUQ6wKW4ZoWpEYBkGhQjwAjjDCkWxhY0VKEhk8wzY7F5cA=="], + "decode-named-character-reference": ["decode-named-character-reference@1.2.0", "", { "dependencies": { "character-entities": "^2.0.0" } }, "sha512-c6fcElNV6ShtZXmsgNgFFV5tVX2PaV4g+MOAkb8eXHvn6sryJBrZa9r0zV6+dtTyoCKxtDy5tyQ5ZwQuidtd+Q=="], "deep-is": ["deep-is@0.1.4", "", {}, "sha512-oIPzksmTg4/MriiaYGO+okXDT7ztn/w3Eptv/+gSIdMdKsJo0u4CfYNFJPy+4SKMuCqGw2wxnA+URMg3t8a/bQ=="], @@ -1412,6 +1444,8 @@ "event-target-shim": ["event-target-shim@5.0.1", "", {}, "sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ=="], + "eventemitter3": ["eventemitter3@4.0.7", "", {}, "sha512-8guHBZCwKnFhYdHr2ysuRWErTwhoN2X8XELRlrRwpmfeY2jjuUN4taQMsULKUVo1K4DvZl+0pgfyoysHxvmvEw=="], + "eventsource": ["eventsource@3.0.7", "", { "dependencies": { "eventsource-parser": "^3.0.1" } }, "sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA=="], "eventsource-parser": ["eventsource-parser@3.0.6", "", {}, "sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg=="], @@ -1668,6 +1702,8 @@ "is-negative-zero": ["is-negative-zero@2.0.3", "", {}, "sha512-5KoIu2Ngpyek75jXodFvnafB6DJgr3u8uuK0LEZJjrU19DrMD3EVERaR8sjz8CCGgpZvxPl9SuE1GMVPFHx1mw=="], + "is-network-error": ["is-network-error@1.3.0", "", {}, "sha512-6oIwpsgRfnDiyEDLMay/GqCl3HoAtH5+RUKW29gYkL0QA+ipzpDLA16yQs7/RHCSu+BwgbJaOUqa4A99qNVQVw=="], + "is-number": ["is-number@7.0.0", "", {}, "sha512-41Cifkg6e8TylSpdtTpeLVMqvSBEVzTttHvERD741+pnZ8ANv0004MRL43QKPDlK9cGvNp6NZWZUBlbGXYxxng=="], "is-number-object": ["is-number-object@1.1.1", "", { "dependencies": { "call-bound": "^1.0.3", "has-tostringtag": "^1.0.2" } }, "sha512-lZhclumE1G6VYD8VHe35wFaIif+CTy5SJIi5+3y4psDgWu4wPDoBhF8NxUOinEc7pHgiTsT6MaBb92rKhhD+Xw=="], @@ -1756,6 +1792,8 @@ "kuler": ["kuler@2.0.0", "", {}, "sha512-Xq9nH7KlWZmXAtodXDDRE7vs6DU1gTU8zYDHDiWLSip45Egwq3plLHzPn27NgvzL2r1LMPC1vdqh98sQxtqj4A=="], + "langsmith": ["langsmith@0.4.12", "", { "dependencies": { "@types/uuid": "^10.0.0", "chalk": "^4.1.2", "console-table-printer": "^2.12.1", "p-queue": "^6.6.2", "semver": "^7.6.3", "uuid": "^10.0.0" }, "peerDependencies": { "@opentelemetry/api": "*", "@opentelemetry/exporter-trace-otlp-proto": "*", "@opentelemetry/sdk-trace-base": "*", "openai": "*" }, "optionalPeers": ["@opentelemetry/api", "@opentelemetry/exporter-trace-otlp-proto", "@opentelemetry/sdk-trace-base", "openai"] }, "sha512-YWt0jcGvKqjUgIvd78rd4QcdMss0lUkeUaqp0UpVRq7H2yNDx8H5jOUO/laWUmaPtWGgcip0qturykXe1g9Gqw=="], + "language-subtag-registry": ["language-subtag-registry@0.3.23", "", {}, "sha512-0K65Lea881pHotoGEa5gDlMxt3pctLi2RplBb7Ezh4rRdLEOtgi7n4EwK9lamnUCkKBqaeKRVebTq6BAxSkpXQ=="], "language-tags": ["language-tags@1.0.9", "", { "dependencies": { "language-subtag-registry": "^0.3.20" } }, "sha512-MbjN408fEndfiQXbFQ1vnd+1NoLDsnQW41410oQBXiyXDMYH5z505juWa4KUE1LqxRC7DgOgZDbKLxHIwm27hA=="], @@ -1928,6 +1966,8 @@ "murmurhash-js": ["murmurhash-js@1.0.0", "", {}, "sha512-TvmkNhkv8yct0SVBSy+o8wYzXjE4Zz3PCesbfs8HiCXXdcTuocApFv11UWlNFWKYsP2okqrhb7JNlSm9InBhIw=="], + "mustache": ["mustache@4.2.0", "", { "bin": { "mustache": "bin/mustache" } }, "sha512-71ippSywq5Yb7/tVYyGbkBggbU8H3u5Rz56fH60jGFgr8uHwxs+aSKeqmluIVzM0m0kB7xQjKS6qPfd0b2ZoqQ=="], + "mz": ["mz@2.7.0", "", { "dependencies": { "any-promise": "^1.0.0", "object-assign": "^4.0.1", "thenify-all": "^1.0.0" } }, "sha512-z81GNO7nnYMEhrGh9LeymoE4+Yr0Wn5McHIZMK5cfQCl+NDX08sCZgUc9/6MHni9IWuFLm1Z3HTCXu2z9fN62Q=="], "nanoid": ["nanoid@5.1.6", "", { "bin": { "nanoid": "bin/nanoid.js" } }, "sha512-c7+7RQ+dMB5dPwwCp4ee1/iV/q2P6aK1mTZcfr1BTuVlyW9hJYiMPybJCcnBlQtuSmTIWNeazm/zqNoZSSElBg=="], @@ -1986,10 +2026,18 @@ "own-keys": ["own-keys@1.0.1", "", { "dependencies": { "get-intrinsic": "^1.2.6", "object-keys": "^1.1.1", "safe-push-apply": "^1.0.0" } }, "sha512-qFOyK5PjiWZd+QQIh+1jhdb9LpxTF0qs7Pm8o5QHYZ0M3vKqSqzsZaEB6oWlxZ+q2sJBMI/Ktgd2N5ZwQoRHfg=="], + "p-finally": ["p-finally@1.0.0", "", {}, "sha512-LICb2p9CB7FS+0eR1oqWnHhp0FljGLZCWBE9aix0Uye9W8LTQPwMTYVGWQWIw9RdQiDg4+epXQODwIYJtSJaow=="], + "p-limit": ["p-limit@3.1.0", "", { "dependencies": { "yocto-queue": "^0.1.0" } }, "sha512-TYOanM3wGwNGsZN2cVTYPArw454xnXj5qmWF1bEoAc4+cU/ol7GVh7odevjp1FNHduHc3KZMcFduxU5Xc6uJRQ=="], "p-locate": ["p-locate@5.0.0", "", { "dependencies": { "p-limit": "^3.0.2" } }, "sha512-LaNjtRWUBY++zB5nE/NwcaoMylSPk+S+ZHNB1TzdbMJMny6dynpAGt7X/tl/QYq3TIeE6nxHppbo2LGymrG5Pw=="], + "p-queue": ["p-queue@6.6.2", "", { "dependencies": { "eventemitter3": "^4.0.4", "p-timeout": "^3.2.0" } }, "sha512-RwFpb72c/BhQLEXIZ5K2e+AhgNVmIejGlTgiB9MzZ0e93GRvqZ7uSi0dvRF7/XIXDeNkra2fNHBxTyPDGySpjQ=="], + + "p-retry": ["p-retry@7.1.1", "", { "dependencies": { "is-network-error": "^1.1.0" } }, "sha512-J5ApzjyRkkf601HpEeykoiCvzHQjWxPAHhyjFcEUP2SWq0+35NKh8TLhpLw+Dkq5TZBFvUM6UigdE9hIVYTl5w=="], + + "p-timeout": ["p-timeout@3.2.0", "", { "dependencies": { "p-finally": "^1.0.0" } }, "sha512-rhIwUycgwwKcP9yTOOFK/AKsAopjjCakVqLHePO3CC6Mir1Z99xT+R63jZxAT5lFZLa2inS5h+ZS2GvR99/FBg=="], + "pako": ["pako@2.1.0", "", {}, "sha512-w+eufiZ1WuJYgPXbV/PO3NCMEc3xqylkKHzp8bxp1uW4qaSNQUkwmLLEc3kKsfz8lpV1F8Ht3U1Cm+9Srog2ug=="], "parent-module": ["parent-module@1.0.1", "", { "dependencies": { "callsites": "^3.0.0" } }, "sha512-GQ2EWRpQV8/o+Aw8YqtfZZPfNRWZYkbidE9k5rpl/hC3vtHHBfGm2Ifi6qWV+coDGkrUKZAxE3Lot5kcsRlh+g=="], @@ -2246,6 +2294,8 @@ "signal-exit": ["signal-exit@3.0.7", "", {}, "sha512-wnD2ZE+l+SPC/uoS0vXeE9L1+0wuaMqKlfz9AMUo38JsyLSBWSFcHR1Rri62LZc12vLr1gb3jl7iwQhgwpAbGQ=="], + "simple-wcswidth": ["simple-wcswidth@1.1.2", "", {}, "sha512-j7piyCjAeTDSjzTSQ7DokZtMNwNlEAyxqSZeCS+CXH7fJ4jx3FuJ/mTW3mE+6JLs4VJBbcll0Kjn+KXI5t21Iw=="], + "skin-tone": ["skin-tone@2.0.0", "", { "dependencies": { "unicode-emoji-modifier-base": "^1.0.0" } }, "sha512-kUMbT1oBJCpgrnKoSr0o6wPtvRWT9W9UKvGLwfJYO2WuahZRHOpEyL1ckyMGgMWh0UdpmaoFqKKD29WTomNEGA=="], "skmeans": ["skmeans@0.9.7", "", {}, "sha512-hNj1/oZ7ygsfmPZ7ZfN5MUBRoGg1gtpnImuJBgLO0ljQ67DtJuiQaiYdS4lUA6s0KCwnPhGivtC/WRwIZLkHyg=="], @@ -2546,10 +2596,16 @@ "@ai-sdk/anthropic/@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@2.2.8", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "nanoid": "^3.3.8", "secure-json-parse": "^2.7.0" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-fqhG+4sCVv8x7nFzYnFo19ryhAa3w096Kmc3hWxMQfW/TubPOmt3A6tYZhl4mUfQWWQMsuSkLrtjlWuXBVSGQA=="], + "@ai-sdk/gateway/@ai-sdk/provider": ["@ai-sdk/provider@3.0.8", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-oGMAgGoQdBXbZqNG0Ze56CHjDZ1IDYOwGYxYjO5KLSlz5HiNQ9udIXsPZ61VWaHGZ5XW/jyjmr6t2xz2jGVwbQ=="], + + "@ai-sdk/gateway/@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@4.0.14", "", { "dependencies": { "@ai-sdk/provider": "3.0.8", "@standard-schema/spec": "^1.1.0", "eventsource-parser": "^3.0.6" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-7bzKd9lgiDeXM7O4U4nQ8iTxguAOkg8LZGD9AfDVZYjO5cKYRwBPwVjboFcVrxncRHu0tYxZtXZtiLKpG4pEng=="], + "@ai-sdk/google/@ai-sdk/provider": ["@ai-sdk/provider@1.1.3", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg=="], "@ai-sdk/google/@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@2.2.8", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "nanoid": "^3.3.8", "secure-json-parse": "^2.7.0" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-fqhG+4sCVv8x7nFzYnFo19ryhAa3w096Kmc3hWxMQfW/TubPOmt3A6tYZhl4mUfQWWQMsuSkLrtjlWuXBVSGQA=="], + "@ai-sdk/langchain/ai": ["ai@6.0.77", "", { "dependencies": { "@ai-sdk/gateway": "3.0.39", "@ai-sdk/provider": "3.0.8", "@ai-sdk/provider-utils": "4.0.14", "@opentelemetry/api": "1.9.0" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-tyyhrRpCRFVlivdNIFLK8cexSBB2jwTqO0z1qJQagk+UxZ+MW8h5V8xsvvb+xdKDY482Y8KAm0mr7TDnPKvvlw=="], + "@ai-sdk/openai/@ai-sdk/provider": ["@ai-sdk/provider@1.1.3", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-qZMxYJ0qqX/RfnuIaab+zp8UAeJn/ygXXAffR5I4N0n1IrvA6qBsjc8hXLmBiMV2zoXlifkacF7sEFnYnjBcqg=="], "@ai-sdk/openai/@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@2.2.8", "", { "dependencies": { "@ai-sdk/provider": "1.1.3", "nanoid": "^3.3.8", "secure-json-parse": "^2.7.0" }, "peerDependencies": { "zod": "^3.23.8" } }, "sha512-fqhG+4sCVv8x7nFzYnFo19ryhAa3w096Kmc3hWxMQfW/TubPOmt3A6tYZhl4mUfQWWQMsuSkLrtjlWuXBVSGQA=="], @@ -2592,6 +2648,20 @@ "@isaacs/cliui/wrap-ansi": ["wrap-ansi@8.1.0", "", { "dependencies": { "ansi-styles": "^6.1.0", "string-width": "^5.0.1", "strip-ansi": "^7.0.1" } }, "sha512-si7QWI6zUMq56bESFvagtmzMdGOtoxfR+Sez11Mobfc7tm+VkUckk9bW2UeffTGVUbOksxmSw0AA2gs8g71NCQ=="], + "@langchain/core/uuid": ["uuid@10.0.0", "", { "bin": { "uuid": "dist/bin/uuid" } }, "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ=="], + + "@langchain/google-genai/uuid": ["uuid@11.1.0", "", { "bin": { "uuid": "dist/esm/bin/uuid" } }, "sha512-0/A9rDy9P7cJ+8w1c9WD9V//9Wj15Ce2MPz8Ri6032usz+NfePxx5AcN3bN+r6ZL6jEo066/yNYB3tn4pQEx+A=="], + + "@langchain/langgraph/uuid": ["uuid@10.0.0", "", { "bin": { "uuid": "dist/bin/uuid" } }, "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ=="], + + "@langchain/langgraph-checkpoint/uuid": ["uuid@10.0.0", "", { "bin": { "uuid": "dist/bin/uuid" } }, "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ=="], + + "@langchain/langgraph-sdk/p-queue": ["p-queue@9.1.0", "", { "dependencies": { "eventemitter3": "^5.0.1", "p-timeout": "^7.0.0" } }, "sha512-O/ZPaXuQV29uSLbxWBGGZO1mCQXV2BLIwUr59JUU9SoH76mnYvtms7aafH/isNSNGwuEfP6W/4xD0/TJXxrizw=="], + + "@langchain/langgraph-sdk/uuid": ["uuid@13.0.0", "", { "bin": { "uuid": "dist-node/bin/uuid" } }, "sha512-XQegIaBTVUjSHliKqcnFqYypAd4S+WCYt5NIeRs6w/UAry7z8Y9j5ZwRRL4kzq9U3sD6v+85er9FvkEaBpji2w=="], + + "@langchain/openai/openai": ["openai@6.18.0", "", { "peerDependencies": { "ws": "^8.18.0", "zod": "^3.25 || ^4.0" }, "optionalPeers": ["ws", "zod"], "bin": { "openai": "bin/cli" } }, "sha512-odLRYyz9rlzz6g8gKn61RM2oP5UUm428sE2zOxZqS9MzVfD5/XW8UoEjpnRkzTuScXP7ZbP/m7fC+bl8jCOZZw=="], + "@modelcontextprotocol/sdk/ajv": ["ajv@8.17.1", "", { "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", "json-schema-traverse": "^1.0.0", "require-from-string": "^2.0.2" } }, "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g=="], "@radix-ui/react-alert-dialog/@radix-ui/react-slot": ["@radix-ui/react-slot@1.2.3", "", { "dependencies": { "@radix-ui/react-compose-refs": "1.1.2" }, "peerDependencies": { "@types/react": "*", "react": "^16.8 || ^17.0 || ^18.0 || ^19.0 || ^19.0.0-rc" }, "optionalPeers": ["@types/react"] }, "sha512-aeNmHnBxbi2St0au6VBVC7JXFlhLlOnvIIlePNniyUNAClzmtAUEY8/pBiK3iHjufOlwA+c20/8jngo7xcrg8A=="], @@ -2642,6 +2712,8 @@ "ajv-formats/ajv": ["ajv@8.17.1", "", { "dependencies": { "fast-deep-equal": "^3.1.3", "fast-uri": "^3.0.1", "json-schema-traverse": "^1.0.0", "require-from-string": "^2.0.2" } }, "sha512-B/gBuNg5SiMTrPkC+A2+cW0RszwxYmn6VYxB/inlBStS5nx6xHIt/ehKRhIMhqusl7a8LjQoZnjCs5vhwxOQ1g=="], + "chalk/ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="], + "chokidar/fsevents": ["fsevents@2.3.3", "", { "os": "darwin" }, "sha512-5xoDfX+fL7faATnagmWPpbFtwh/R77WmMMqqHGS65C3vvB0YHrgF+B1YmZ3441tMj5n63k0212XNoJwzlhffQw=="], "chokidar/glob-parent": ["glob-parent@5.1.2", "", { "dependencies": { "is-glob": "^4.0.1" } }, "sha512-AOIgSQCepiJYwP3ARnGx+5VnTu2HBYdzbGP45eLw1vr3zB3vZLeyed1sC9hnbcOc9/SrMyM5RPQrkGz4aS9Zow=="], @@ -2708,6 +2780,10 @@ "jxLoader/js-yaml": ["js-yaml@0.3.7", "", {}, "sha512-/7PsVDNP2tVe2Z1cF9kTEkjamIwz4aooDpRKmN1+g/9eePCgcxsv4QDvEbxO0EH+gdDD7MLyDoR6BASo3hH51g=="], + "langsmith/@types/uuid": ["@types/uuid@10.0.0", "", {}, "sha512-7gqG38EyHgyP1S+7+xomFtL+ZNHcKv6DwNaCZmJmo1vgMugyF3TCnXVg4t1uk89mLNwnLtnY3TpOpCOyp1/xHQ=="], + + "langsmith/uuid": ["uuid@10.0.0", "", { "bin": { "uuid": "dist/bin/uuid" } }, "sha512-8XkAphELsDnEGrDxUOHB3RGvXz6TeuYSGEZBOjtTtPm2lwhGBjLgOzLHB63IUWfBpNucQjND6d3AOudO+H3RWQ=="], + "marked-terminal/ansi-regex": ["ansi-regex@6.2.2", "", {}, "sha512-Bq3SmSpyFHaWjPk8If9yc6svM8c56dB5BAtW4Qbw5jHTwwXXcTLoRMkpDJp6VL0XzlWaCHTXrkFURMYmD0sLqg=="], "marked-terminal/chalk": ["chalk@5.6.2", "", {}, "sha512-7NzBL0rN6fMUW+f7A6Io4h40qQlG+xGmtMxfbnH/K7TAtt8JQWVQK+6g0UXKMeVJoyV5EkkNsErQ8pVD3bLHbA=="], @@ -2776,6 +2852,8 @@ "wrap-ansi/strip-ansi": ["strip-ansi@7.1.2", "", { "dependencies": { "ansi-regex": "^6.0.1" } }, "sha512-gmBGslpoQJtgnMAvOVqGZpEz9dyoKTCzy2nfz/n8aIFhN/jCE/rCmcxabB6jOOHV+0WNnylOxaxBQPSvcWklhA=="], + "wrap-ansi-cjs/ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="], + "wrap-ansi-cjs/string-width": ["string-width@4.2.3", "", { "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", "strip-ansi": "^6.0.1" } }, "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g=="], "yargs/string-width": ["string-width@4.2.3", "", { "dependencies": { "emoji-regex": "^8.0.0", "is-fullwidth-code-point": "^3.0.0", "strip-ansi": "^6.0.1" } }, "sha512-wKyQRQpjJ0sIp62ErSZdGsjMJWsap5oRNihHhu6G7JVO/9jIB6UyevL+tXuOqrng8j/cxKTWyWUwvSTriiZz/g=="], @@ -2784,6 +2862,10 @@ "@ai-sdk/google/@ai-sdk/provider-utils/nanoid": ["nanoid@3.3.11", "", { "bin": { "nanoid": "bin/nanoid.cjs" } }, "sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w=="], + "@ai-sdk/langchain/ai/@ai-sdk/provider": ["@ai-sdk/provider@3.0.8", "", { "dependencies": { "json-schema": "^0.4.0" } }, "sha512-oGMAgGoQdBXbZqNG0Ze56CHjDZ1IDYOwGYxYjO5KLSlz5HiNQ9udIXsPZ61VWaHGZ5XW/jyjmr6t2xz2jGVwbQ=="], + + "@ai-sdk/langchain/ai/@ai-sdk/provider-utils": ["@ai-sdk/provider-utils@4.0.14", "", { "dependencies": { "@ai-sdk/provider": "3.0.8", "@standard-schema/spec": "^1.1.0", "eventsource-parser": "^3.0.6" }, "peerDependencies": { "zod": "^3.25.76 || ^4.1.8" } }, "sha512-7bzKd9lgiDeXM7O4U4nQ8iTxguAOkg8LZGD9AfDVZYjO5cKYRwBPwVjboFcVrxncRHu0tYxZtXZtiLKpG4pEng=="], + "@ai-sdk/openai-compatible/@ai-sdk/provider-utils/nanoid": ["nanoid@3.3.11", "", { "bin": { "nanoid": "bin/nanoid.cjs" } }, "sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w=="], "@ai-sdk/openai/@ai-sdk/provider-utils/nanoid": ["nanoid@3.3.11", "", { "bin": { "nanoid": "bin/nanoid.cjs" } }, "sha512-N8SpfPUnUp1bK+PMYW8qSWdl9U+wwNWI4QKxOYDy9JAro3WMX7p2OeVRF9v+347pnakNevPmiHhNmZ2HbFA76w=="], @@ -2850,6 +2932,10 @@ "@isaacs/cliui/wrap-ansi/ansi-styles": ["ansi-styles@6.2.3", "", {}, "sha512-4Dj6M28JB+oAH8kFkTLUo+a2jwOFkuqb3yucU0CANcRRUbxS0cP0nZYCGjcc3BNXwRIsUVmDGgzawme7zvJHvg=="], + "@langchain/langgraph-sdk/p-queue/eventemitter3": ["eventemitter3@5.0.4", "", {}, "sha512-mlsTRyGaPBjPedk6Bvw+aqbsXDtoAyAzm5MO7JgU+yVRyMQ5O8bD4Kcci7BS85f93veegeCPkL8R4GLClnjLFw=="], + + "@langchain/langgraph-sdk/p-queue/p-timeout": ["p-timeout@7.0.1", "", {}, "sha512-AxTM2wDGORHGEkPCt8yqxOTMgpfbEHqF51f/5fJCmwFC3C/zNcGT63SymH2ttOAaiIws2zVg4+izQCjrakcwHg=="], + "@modelcontextprotocol/sdk/ajv/json-schema-traverse": ["json-schema-traverse@1.0.0", "", {}, "sha512-NM8/P9n3XjXhIZn1lLhkFaACTOURQXjWhV4BA/RnOv8xvgqtqpAX9IO4mRQxSx1Rlo4tqzeqb0sOlruaOy3dug=="], "@types/request/form-data/mime-types": ["mime-types@2.1.35", "", { "dependencies": { "mime-db": "1.52.0" } }, "sha512-ZDY+bPm5zTTF+YpCrAU9nK0UgICYPT0QtT1NZWFv4s++TNkcgVaT0g6+4R2uI4MjQjzysHB1zxuWL50hzaeXiw=="], @@ -2870,6 +2956,8 @@ "cliui/string-width/is-fullwidth-code-point": ["is-fullwidth-code-point@3.0.0", "", {}, "sha512-zymm5+u+sCsSWyD9qNaejV3DFvhCKclKdizYaJUuHA83RLjb7nSuGnddCHGv0hk+KY7BMAlsWeK4Ueg6EV6XQg=="], + "cliui/wrap-ansi/ansi-styles": ["ansi-styles@4.3.0", "", { "dependencies": { "color-convert": "^2.0.1" } }, "sha512-zbB9rCJAT1rbjiVDb2hqKFHNYLxgtk8NURxZ3IZwD3F6NtxbXZQCnnSi1Lkx+IDohdPlFp222wVALIheZJQSEg=="], + "color/color-convert/color-name": ["color-name@2.1.0", "", {}, "sha512-1bPaDNFm0axzE4MEAzKPuqKWeRaT43U/hyxKPBdqTfmPF+d6n7FSoTFxLVULUJOmiLp01KjhIPPH+HrXZJN4Rg=="], "form-data/mime-types/mime-db": ["mime-db@1.52.0", "", {}, "sha512-sPU4uV7dYlvtWJxwwxHD0PuihVNiE7TyAbQ5SWxDCB9mUYvOgroQOwYQQOKPJ8CIbE+1ETVlOoK1UC2nU3gYvg=="], diff --git a/components/map/map-status.tsx b/components/map/map-status.tsx new file mode 100644 index 00000000..bb66fb98 --- /dev/null +++ b/components/map/map-status.tsx @@ -0,0 +1,21 @@ +'use client' + +import { Spinner } from '@/components/ui/spinner' +import { Map } from 'lucide-react' + +export function MapStatus({ status }: { status: string }) { + return ( +
+
+ +
+
+ Map Engine +
+ {status} + +
+
+
+ ) +} diff --git a/lib/agents/index.tsx b/lib/agents/index.tsx index 7f207e4f..7d26e9e1 100644 --- a/lib/agents/index.tsx +++ b/lib/agents/index.tsx @@ -3,3 +3,4 @@ export * from './inquire' export * from './query-suggestor' export * from './researcher' export * from './resolution-search' +export * from './map-langgraph' diff --git a/lib/agents/map-langgraph.tsx b/lib/agents/map-langgraph.tsx new file mode 100644 index 00000000..f40258e4 --- /dev/null +++ b/lib/agents/map-langgraph.tsx @@ -0,0 +1,222 @@ +import { Annotation, StateGraph, START, END } from "@langchain/langgraph"; +import { + QueryClassification, + QueryClassificationSchema, + MCPResult, + GeoJSONFeature, + GeoJSONFeatureCollection, + MapCommand, + MapStateFeedback, + LocationResponse +} from "@/lib/types/map-schemas"; +import { geojsonParser } from "./map-workers/geojson-parser"; +import { mapCommandGenerator } from "./map-workers/map-command-generator"; +import { generateObject } from "ai"; +import { getModel } from "../utils"; + +// Define the state schema +const MapGraphState = Annotation.Root({ + researcherResponse: Annotation, + classification: Annotation, + mcpData: Annotation({ + reducer: (x, y) => x.concat(y), + default: () => [], + }), + geocodedFeatures: Annotation({ + reducer: (x, y) => x.concat(y), + default: () => [], + }), + geojson: Annotation({ + reducer: (x, y) => y ?? x, + default: () => null, + }), + commands: Annotation({ + reducer: (x, y) => y ?? x, + default: () => [], + }), + iteration: Annotation({ + reducer: (x, y) => x + y, + default: () => 0, + }), + feedback: Annotation, + error: Annotation, + mcpClient: Annotation, + connectionId: Annotation, +}); + +// Nodes +const classifierNode = async (state: typeof MapGraphState.State) => { + console.log("--- NODE: CLASSIFIER ---"); + const model = await getModel(); + const ORCHESTRATOR_CLASSIFICATION_PROMPT = `Analyze the following response from a researcher agent and determine if it requires Mapbox MCP tool intervention. + + Classification Criteria: + - simple_location: Researcher mentions one or two specific places. + - route_distance: Researcher mentions travel between points or distances. + - multi_location: Researcher lists many places (e.g., "top 10 museums"). + - nearby_search: Researcher mentions things "near" a location. + - complex_operation: Requires multiple steps or logic. + + Response to analyze: + ${state.researcherResponse}`; + + const { object } = await generateObject({ + model, + schema: QueryClassificationSchema, + prompt: ORCHESTRATOR_CLASSIFICATION_PROMPT, + }); + + return { classification: object }; +}; + +const mcpExecutorNode = async (state: typeof MapGraphState.State) => { + console.log("--- NODE: MCP_EXECUTOR ---"); + if (!state.classification || !state.mcpClient || !state.connectionId) { + return { mcpData: [], geocodedFeatures: [] }; + } + + const operations = state.classification.mcpOperations || []; + const mcpData: MCPResult[] = []; + const geocodedFeatures: GeoJSONFeature[] = []; + + for (const operation of operations) { + try { + let result; + switch (operation) { + case 'geocode': + result = await state.mcpClient.tools.execute('mapbox_geocode_location', { + arguments: { query: state.researcherResponse, includeMapPreview: true }, + connectedAccountId: state.connectionId + }); + break; + case 'search_nearby': + result = await state.mcpClient.tools.execute('mapbox_search_box_text_search', { + arguments: { q: state.researcherResponse }, + connectedAccountId: state.connectionId + }); + break; + } + + if (result) { + const data = (result as any).data || result; + mcpData.push({ tool: operation, result: data, timestamp: Date.now() }); + + if (data.features) { + geocodedFeatures.push(...data.features); + } + } + } catch (e) { + console.error(`MCP error (${operation}):`, e); + } + } + + return { mcpData, geocodedFeatures }; +}; + +const parserNode = async (state: typeof MapGraphState.State) => { + console.log("--- NODE: PARSER ---"); + const parserOutput = await geojsonParser(state.researcherResponse); + + let finalGeojson = parserOutput.geojson; + + if (state.geocodedFeatures.length > 0) { + if (!finalGeojson) { + finalGeojson = { type: 'FeatureCollection', features: state.geocodedFeatures }; + } else { + finalGeojson.features = [...finalGeojson.features, ...state.geocodedFeatures]; + } + } + + return { geojson: finalGeojson }; +}; + +const commandGeneratorNode = async (state: typeof MapGraphState.State) => { + console.log("--- NODE: COMMAND_GENERATOR ---"); + if (!state.geojson) return { commands: [] }; + + const { commands } = await mapCommandGenerator({ + text: state.researcherResponse, + geojson: state.geojson + }); + + return { commands }; +}; + +const validatorNode = async (state: typeof MapGraphState.State) => { + console.log("--- NODE: VALIDATOR ---"); + return { iteration: 1 }; +}; + +// Router for conditional edge +const shouldContinue = (state: typeof MapGraphState.State) => { + const isSpatial = state.classification?.type !== undefined; + const hasGeoJSON = state.geojson !== null && state.geojson.features.length > 0; + + if (isSpatial && !hasGeoJSON && (state.iteration || 0) < 2) { + return "classifier"; + } + return END; +}; + +// Define the graph +const workflow = new StateGraph(MapGraphState) + .addNode("classifier", classifierNode) + .addNode("mcp_executor", mcpExecutorNode) + .addNode("parser", parserNode) + .addNode("command_generator", commandGeneratorNode) + .addNode("validator", validatorNode) + .addEdge(START, "classifier") + .addEdge("classifier", "mcp_executor") + .addEdge("mcp_executor", "parser") + .addEdge("parser", "command_generator") + .addEdge("command_generator", "validator") + .addConditionalEdges("validator", shouldContinue as any, { + classifier: "classifier", + [END]: END + }); + +export const mapGraph = workflow.compile(); + +/** + * Bridge to run the graph and return results + */ +export async function runMapGraph( + researcherResponse: string, + options: { mcpClient?: any, connectionId?: string, onStatusUpdate?: (status: string) => void } +): Promise { + const initialState = { + researcherResponse, + iteration: 0, + mcpData: [] as MCPResult[], + geocodedFeatures: [] as GeoJSONFeature[], + commands: [] as MapCommand[], + geojson: null as GeoJSONFeatureCollection | null, + mcpClient: options.mcpClient, + connectionId: options.connectionId, + }; + + const stream = await mapGraph.stream(initialState, { streamMode: "values" }); + + let finalResult: any = initialState; + + for await (const update of stream) { + finalResult = update; + + if (options.onStatusUpdate) { + if (update.classification && (!update.mcpData || update.mcpData.length === 0)) options.onStatusUpdate("Classifying query..."); + if (update.mcpData?.length > 0 && !update.geojson) options.onStatusUpdate("Geocoding locations..."); + if (update.geojson && (!update.commands || update.commands.length === 0)) options.onStatusUpdate("Generating map data..."); + if (update.commands?.length > 0) options.onStatusUpdate("Finalizing map..."); + } + } + + return { + text: researcherResponse, + geojson: finalResult.geojson, + map_commands: finalResult.commands && finalResult.commands.length > 0 ? finalResult.commands : null, + metadata: { + iterationCount: finalResult.iteration, + mcpQueriesUsed: finalResult.mcpData?.map((d: any) => d.tool) || [], + } + }; +} diff --git a/package.json b/package.json index c4b54e08..057be433 100644 --- a/package.json +++ b/package.json @@ -19,6 +19,7 @@ "@ai-sdk/amazon-bedrock": "^1.1.6", "@ai-sdk/anthropic": "^1.2.12", "@ai-sdk/google": "^1.2.22", + "@ai-sdk/langchain": "^2.0.82", "@ai-sdk/openai": "^1.3.24", "@ai-sdk/xai": "^1.2.18", "@composio/core": "^0.3.3", @@ -26,6 +27,10 @@ "@google/generative-ai": "^0.24.1", "@heroicons/react": "^2.2.0", "@hookform/resolvers": "3.3.4", + "@langchain/core": "^1.1.19", + "@langchain/google-genai": "^2.1.15", + "@langchain/langgraph": "^1.1.4", + "@langchain/openai": "^1.2.5", "@mapbox/mapbox-gl-draw": "^1.5.0", "@modelcontextprotocol/sdk": "^1.13.0", "@radix-ui/react-alert-dialog": "^1.1.10",