Fix: activity flow and invalidation in knowledge graph

apps/webapp/app/lib/model.server.ts

@@ -9,7 +9,9 @@ import {
 import { openai } from "@ai-sdk/openai";
 import { logger } from "~/services/logger.service";
 import { env } from "~/env.server";
-import { createOllama } from "ollama-ai-provider";
+import { createOllama, type OllamaProvider } from "ollama-ai-provider";
+import { anthropic } from "@ai-sdk/anthropic";
+import { google } from "@ai-sdk/google";
 
 export async function makeModelCall(
   stream: boolean,
@@ -19,44 +21,41 @@ export async function makeModelCall(
 ) {
   let modelInstance;
   const model = env.MODEL;
-  let finalModel: string = "unknown";
+  const ollamaUrl = process.env.OLLAMA_URL;
-  // const ollamaUrl = process.env.OLLAMA_URL;
+  let ollama: OllamaProvider | undefined;
-  const ollamaUrl = undefined;
 
   if (ollamaUrl) {
-    const ollama = createOllama({
+    ollama = createOllama({
       baseURL: ollamaUrl,
     });
-    modelInstance = ollama(model);
+  }
-  } else {
-    switch (model) {
-      case LLMModelEnum.GPT35TURBO:
-      case LLMModelEnum.GPT4TURBO:
-      case LLMModelEnum.GPT4O:
-      case LLMModelEnum.GPT41:
-      case LLMModelEnum.GPT41MINI:
-      case LLMModelEnum.GPT41NANO:
-        finalModel = LLMMappings[model];
-        modelInstance = openai(finalModel, { ...options });
-        break;
 
-      case LLMModelEnum.CLAUDEOPUS:
+  switch (model) {
-      case LLMModelEnum.CLAUDESONNET:
+    case "gpt-4.1-2025-04-14":
-      case LLMModelEnum.CLAUDEHAIKU:
+    case "gpt-4.1-mini-2025-04-14":
-        finalModel = LLMMappings[model];
+    case "gpt-4.1-nano-2025-04-14":
-        break;
+      modelInstance = openai(model, { ...options });
+      break;
 
-      case LLMModelEnum.GEMINI25FLASH:
+    case "claude-3-7-sonnet-20250219":
-      case LLMModelEnum.GEMINI25PRO:
+    case "claude-3-opus-20240229":
-      case LLMModelEnum.GEMINI20FLASH:
+    case "claude-3-5-haiku-20241022":
-      case LLMModelEnum.GEMINI20FLASHLITE:
+      modelInstance = anthropic(model, { ...options });
-        finalModel = LLMMappings[model];
+      break;
-        break;
 
-      default:
+    case "gemini-2.5-flash-preview-04-17":
-        logger.warn(`Unsupported model type: ${model}`);
+    case "gemini-2.5-pro-preview-03-25":
-        break;
+    case "gemini-2.0-flash":
-    }
+    case "gemini-2.0-flash-lite":
+      modelInstance = google(model, { ...options });
+      break;
+
+    default:
+      if (ollama) {
+        modelInstance = ollama(model);
+      }
+      logger.warn(`Unsupported model type: ${model}`);
+      break;
   }
 
   if (stream) {
@@ -64,7 +63,7 @@ export async function makeModelCall(
       model: modelInstance as LanguageModelV1,
       messages,
       onFinish: async ({ text }) => {
-        onFinish(text, finalModel);
+        onFinish(text, model);
       },
     });
   }
@@ -74,7 +73,7 @@ export async function makeModelCall(
     messages,
   });
 
-  onFinish(text, finalModel);
+  onFinish(text, model);
 
   return text;
 }

apps/webapp/app/routes/api.v1.activity.tsx

@@ -56,12 +56,6 @@ const { action, loader } = createActionApiRoute(
         episodeBody: body.text,
         referenceTime: new Date().toISOString(),
         source: body.source,
-        metadata: {
-          activityId: activity.id,
-          integrationAccountId: body.integrationAccountId || "",
-          taskId: body.taskId || "",
-          type: "activity",
-        },
       };
 
       const queueResponse = await addToQueue(

apps/webapp/app/services/graphModels/episode.ts

@@ -309,3 +309,32 @@ export async function getRelatedEpisodesEntities(params: {
     })
     .filter((entity): entity is EntityNode => entity !== null);
 }
+
+export async function getEpisodeStatements(params: {
+  episodeUuid: string;
+  userId: string;
+}) {
+  const query = `
+  MATCH (episode:Episode {uuid: $episodeUuid, userId: $userId})-[:HAS_PROVENANCE]->(stmt:Statement)
+  RETURN stmt
+  `;
+
+  const result = await runQuery(query, {
+    episodeUuid: params.episodeUuid,
+    userId: params.userId,
+  });
+
+  return result.map((record) => {
+    const stmt = record.get("stmt").properties;
+    return {
+      uuid: stmt.uuid,
+      fact: stmt.fact,
+      factEmbedding: stmt.factEmbedding,
+      createdAt: new Date(stmt.createdAt),
+      validAt: new Date(stmt.validAt),
+      invalidAt: stmt.invalidAt ? new Date(stmt.invalidAt) : null,
+      attributes: stmt.attributesJson ? JSON.parse(stmt.attributesJson) : {},
+      userId: stmt.userId,
+    };
+  });
+}

apps/webapp/app/services/knowledgeGraph.server.ts

@@ -20,6 +20,7 @@ import {
   resolveStatementPrompt,
 } from "./prompts/statements";
 import {
+  getEpisodeStatements,
   getRecentEpisodes,
   getRelatedEpisodesEntities,
   searchEpisodesByEmbedding,
@@ -122,13 +123,15 @@ export class KnowledgeGraphService {
       );
 
       // Step 3.2: Handle preset type logic - expand entities for statement extraction
-      const entitiesForStatementExtraction =
+      const categorizedEntities = await this.expandEntitiesForStatements(
-        await this.expandEntitiesForStatements(extractedNodes, episode);
+        extractedNodes,
+        episode,
+      );
 
-      // Step 4: Statement Extraction - Extract statements (triples) instead of direct edges
+      // Step 4: Statement Extrraction - Extract statements (triples) instead of direct edges
       const extractedStatements = await this.extractStatements(
         episode,
-        entitiesForStatementExtraction,
+        categorizedEntities,
         previousEpisodes,
       );
 
@@ -141,7 +144,11 @@ export class KnowledgeGraphService {
 
       // Step 6: Statement Resolution - Resolve statements and detect contradictions
       const { resolvedStatements, invalidatedStatements } =
-        await this.resolveStatements(resolvedTriples, episode);
+        await this.resolveStatements(
+          resolvedTriples,
+          episode,
+          previousEpisodes,
+        );
 
       // Step 7: ADd attributes to entity nodes
       const updatedTriples = await this.addAttributesToEntities(
@@ -261,7 +268,10 @@ export class KnowledgeGraphService {
    */
   private async extractStatements(
     episode: EpisodicNode,
-    extractedEntities: EntityNode[],
+    categorizedEntities: {
+      primary: EntityNode[];
+      expanded: EntityNode[];
+    },
     previousEpisodes: EpisodicNode[],
   ): Promise<Triple[]> {
     // Use the prompt library to get the appropriate prompts
@@ -271,10 +281,16 @@ export class KnowledgeGraphService {
         content: ep.content,
         createdAt: ep.createdAt.toISOString(),
       })),
-      entities: extractedEntities.map((node) => ({
+      entities: {
-        name: node.name,
+        primary: categorizedEntities.primary.map((node) => ({
-        type: node.type,
+          name: node.name,
-      })),
+          type: node.type,
+        })),
+        expanded: categorizedEntities.expanded.map((node) => ({
+          name: node.name,
+          type: node.type,
+        })),
+      },
       referenceTime: episode.validAt.toISOString(),
     };
 
@@ -319,17 +335,23 @@ export class KnowledgeGraphService {
       }
     }
 
+    // Combine primary and expanded entities for entity matching
+    const allEntities = [
+      ...categorizedEntities.primary,
+      ...categorizedEntities.expanded,
+    ];
+
     // Convert extracted triples to Triple objects with Statement nodes
     const triples = await Promise.all(
       extractedTriples.map(async (triple: ExtractedTripleData) => {
         // Find the subject and object nodes by matching both name and type
-        const subjectNode = extractedEntities.find(
+        const subjectNode = allEntities.find(
           (node) =>
             node.name.toLowerCase() === triple.source.toLowerCase() &&
             node.type.toLowerCase() === triple.sourceType.toLowerCase(),
         );
 
-        const objectNode = extractedEntities.find(
+        const objectNode = allEntities.find(
           (node) =>
             node.name.toLowerCase() === triple.target.toLowerCase() &&
             node.type.toLowerCase() === triple.targetType.toLowerCase(),
@@ -373,9 +395,12 @@ export class KnowledgeGraphService {
   private async expandEntitiesForStatements(
     extractedNodes: EntityNode[],
     episode: EpisodicNode,
-  ): Promise<EntityNode[]> {
+  ): Promise<{
+    primary: EntityNode[];
+    expanded: EntityNode[];
+  }> {
     const allAppEnumValues = Object.values(Apps);
-    const expandedEntities = [...extractedNodes];
+    const expandedEntities: EntityNode[] = [];
 
     // For each extracted entity, check if we need to add existing preset entities
     for (const entity of extractedNodes) {
@@ -385,7 +410,7 @@ export class KnowledgeGraphService {
       const similarEntities = await findSimilarEntities({
         queryEmbedding: entity.nameEmbedding,
         limit: 5,
-        threshold: 0.7,
+        threshold: 0.8,
         userId: episode.userId,
       });
 
@@ -405,7 +430,27 @@ export class KnowledgeGraphService {
       }
     }
 
-    return expandedEntities;
+    // Deduplicate by name AND type combination
+    const deduplicateEntities = (entities: EntityNode[]) => {
+      const seen = new Map<string, EntityNode>();
+      return entities.filter((entity) => {
+        const key = `${entity.name.toLowerCase()}_${entity.type.toLowerCase()}`;
+        if (seen.has(key)) {
+          return false;
+        }
+        seen.set(key, entity);
+        return true;
+      });
+    };
+
+    return {
+      primary: deduplicateEntities(extractedNodes),
+      expanded: deduplicateEntities(
+        expandedEntities.filter(
+          (e) => !extractedNodes.some((primary) => primary.uuid === e.uuid),
+        ),
+      ),
+    };
   }
 
   /**
@@ -436,9 +481,6 @@ export class KnowledgeGraphService {
 
           if (newIsPreset && !existingIsPreset) {
             // New is preset, existing is custom - evolve existing entity to preset type
-            console.log(
-              `Evolving entity: ${existingEntity.name} from ${existingEntity.type} to ${newEntity.type}`,
-            );
             existingEntityIds.push(existingEntity.uuid);
           }
         });
@@ -665,6 +707,7 @@ export class KnowledgeGraphService {
   private async resolveStatements(
     triples: Triple[],
     episode: EpisodicNode,
+    previousEpisodes: EpisodicNode[],
   ): Promise<{
     resolvedStatements: Triple[];
     invalidatedStatements: string[];
@@ -704,7 +747,7 @@ export class KnowledgeGraphService {
       // Phase 2: Find semantically similar statements
       const semanticMatches = await findSimilarStatements({
         factEmbedding: triple.statement.factEmbedding,
-        threshold: 0.85,
+        threshold: 0.7,
         excludeIds: checkedStatementIds,
         userId: triple.provenance.userId,
       });
@@ -713,10 +756,35 @@ export class KnowledgeGraphService {
         potentialMatches.push(...semanticMatches);
       }
 
+      // Phase 3: Check related memories for contradictory statements
+      const previousEpisodesStatements: StatementNode[] = [];
+
+      await Promise.all(
+        previousEpisodes.map(async (episode) => {
+          const statements = await getEpisodeStatements({
+            episodeUuid: episode.uuid,
+            userId: episode.userId,
+          });
+          previousEpisodesStatements.push(...statements);
+        }),
+      );
+
+      if (previousEpisodesStatements && previousEpisodesStatements.length > 0) {
+        // Filter out facts we've already checked
+        const newRelatedFacts = previousEpisodesStatements
+          .flat()
+          .filter((fact) => !checkedStatementIds.includes(fact.uuid));
+
+        if (newRelatedFacts.length > 0) {
+          potentialMatches.push(...newRelatedFacts);
+        }
+      }
+
       if (potentialMatches.length > 0) {
         logger.info(
           `Found ${potentialMatches.length} potential matches for: ${triple.statement.fact}`,
         );
+
         allPotentialMatches.set(triple.statement.uuid, potentialMatches);
 
         // Get full triple information for each potential match
@@ -947,9 +1015,12 @@ export class KnowledgeGraphService {
     }
     const entityTypes = getNodeTypesString(appEnumValues);
     const relatedMemories = await this.getRelatedMemories(episodeBody, userId);
-    
+
     // Fetch ingestion rules for this source
-    const ingestionRules = await this.getIngestionRulesForSource(source, userId);
+    const ingestionRules = await this.getIngestionRulesForSource(
+      source,
+      userId,
+    );
 
     const context = {
       episodeContent: episodeBody,

apps/webapp/app/services/prompts/statements.ts

@@ -21,6 +21,17 @@ CRITICAL REQUIREMENT:
 - DO NOT create, invent, or modify any entity names.
 - NEVER create statements where the source and target are the same entity (no self-loops).
 
+ENTITY PRIORITIZATION:
+- **PRIMARY ENTITIES**: Directly extracted from the current episode - these are your main focus
+- **EXPANDED ENTITIES**: From related contexts - only use if they're explicitly mentioned or contextually relevant
+
+RELATIONSHIP FORMATION RULES:
+1. **PRIMARY-PRIMARY**: Always consider relationships between primary entities
+2. **PRIMARY-EXPANDED**: Only if the expanded entity is mentioned in the episode content
+3. **EXPANDED-EXPANDED**: Avoid unless there's explicit connection in the episode
+
+FOCUS: Create relationships that ADD VALUE to understanding the current episode, not just because entities are available.
+
 ## PRIMARY MISSION: EXTRACT NEW RELATIONSHIPS
 Focus on extracting factual statements that ADD NEW VALUE to the knowledge graph:
 - **PRIORITIZE**: New relationships not already captured in previous episodes
@@ -136,7 +147,13 @@ ${JSON.stringify(context.previousEpisodes, null, 2)}
 </PREVIOUS_EPISODES>
 
 <AVAILABLE_ENTITIES>
-${JSON.stringify(context.entities, null, 2)}
+<PRIMARY_ENTITIES>
+${JSON.stringify(context.entities.primary, null, 2)}
+</PRIMARY_ENTITIES>
+
+<EXPANDED_ENTITIES>
+${JSON.stringify(context.entities.expanded, null, 2)}
+</EXPANDED_ENTITIES>
 </AVAILABLE_ENTITIES>
 `,
     },

apps/webapp/app/trigger/integrations/integration-run.ts

@@ -126,7 +126,6 @@ const executeCLICommand = async (
           args.push("--config", JSON.stringify(config || {}));
           args.push("--state", JSON.stringify(state || {}));
           break;
-
         default:
           throw new Error(`Unsupported event type: ${eventType}`);
       }

apps/webapp/app/trigger/utils/message-utils.ts

@@ -1,5 +1,6 @@
-import { PrismaClient } from "@prisma/client";
+import { Activity, PrismaClient } from "@prisma/client";
 import { type Message } from "@core/types";
+import { addToQueue } from "~/lib/ingest.server";
 
 const prisma = new PrismaClient();
 
@@ -111,20 +112,42 @@ export const createActivities = async ({
     where: {
       id: integrationAccountId,
     },
+    include: {
+      integrationDefinition: true,
+    },
   });
 
   if (!integrationAccount) {
     return [];
   }
 
-  return await prisma.activity.createMany({
+  return await Promise.all(
-    data: messages.map((message) => {
+    messages.map(async (message) => {
+      const activity = await prisma.activity.create({
+        data: {
+          text: message.data.text,
+          sourceURL: message.data.sourceURL,
+          integrationAccountId,
+          workspaceId: integrationAccount?.workspaceId,
+        },
+      });
+
+      const ingestData = {
+        episodeBody: message.data.text,
+        referenceTime: new Date().toISOString(),
+        source: integrationAccount?.integrationDefinition.slug,
+      };
+
+      const queueResponse = await addToQueue(
+        ingestData,
+        integrationAccount?.integratedById,
+        activity.id,
+      );
+
       return {
-        text: message.data.text,
+        activityId: activity.id,
-        sourceURL: message.data.sourceURL,
+        queueId: queueResponse.id,
-        integrationAccountId,
-        workspaceId: integrationAccount?.workspaceId,
       };
     }),
-  });
+  );
 };

apps/webapp/app/utils/presets/nodes.ts

@@ -256,6 +256,19 @@ export const APP_NODE_TYPES = {
         },
       ],
     },
+    STATUS: {
+      name: "Linear Status",
+      description:
+        "A status or state of a Linear issue (e.g., Todo, In Progress, Done, Completed)",
+      attributes: [
+        {
+          name: "statusName",
+          description: "The name of the status",
+          type: "string",
+          required: true,
+        },
+      ],
+    },
   },
   [Apps.SLACK]: {
     CHANNEL: {

integrations/linear/src/schedule.ts

@@ -28,7 +28,7 @@ function createActivityMessage(params: LinearActivityCreateParams) {
 /**
  * Fetches user information from Linear
  */
-async function fetchUserInfo(accessToken: string) {
+async function fetchUserInfo(apiKey: string) {
   try {
     const query = `
       query {
@@ -46,7 +46,7 @@ async function fetchUserInfo(accessToken: string) {
       {
         headers: {
           'Content-Type': 'application/json',
-          Authorization: accessToken,
+          Authorization: apiKey,
         },
       },
     );
@@ -60,7 +60,7 @@ async function fetchUserInfo(accessToken: string) {
 /**
  * Fetches recent issues relevant to the user (created, assigned, or subscribed)
  */
-async function fetchRecentIssues(accessToken: string, lastSyncTime: string) {
+async function fetchRecentIssues(apiKey: string, lastSyncTime: string) {
   try {
     const query = `
       query RecentIssues($lastSyncTime: DateTimeOrDuration) {
@@ -138,7 +138,7 @@ async function fetchRecentIssues(accessToken: string, lastSyncTime: string) {
       {
         headers: {
           'Content-Type': 'application/json',
-          Authorization: accessToken,
+          Authorization: apiKey,
         },
       },
     );
@@ -152,7 +152,7 @@ async function fetchRecentIssues(accessToken: string, lastSyncTime: string) {
 /**
  * Fetches recent comments on issues relevant to the user
  */
-async function fetchRecentComments(accessToken: string, lastSyncTime: string) {
+async function fetchRecentComments(apiKey: string, lastSyncTime: string) {
   try {
     const query = `
       query RecentComments($lastSyncTime: DateTimeOrDuration) {
@@ -216,7 +216,7 @@ async function fetchRecentComments(accessToken: string, lastSyncTime: string) {
       {
         headers: {
           'Content-Type': 'application/json',
-          Authorization: accessToken,
+          Authorization: apiKey,
         },
       },
     );
@@ -444,7 +444,7 @@ export async function handleSchedule(config: any, state: any) {
     const integrationConfiguration = config;
 
     // Check if we have a valid access token
-    if (!integrationConfiguration?.accessToken) {
+    if (!integrationConfiguration?.apiKey) {
       return [];
     }
 
@@ -458,7 +458,7 @@ export async function handleSchedule(config: any, state: any) {
     // Fetch user info to identify activities relevant to them
     let user;
     try {
-      user = await fetchUserInfo(integrationConfiguration.accessToken);
+      user = await fetchUserInfo(integrationConfiguration.apiKey);
     } catch (error) {
       return [];
     }
@@ -472,7 +472,7 @@ export async function handleSchedule(config: any, state: any) {
 
     // Process all issue activities (created, assigned, updated, etc.)
     try {
-      const issues = await fetchRecentIssues(integrationConfiguration.accessToken, lastIssuesSync);
+      const issues = await fetchRecentIssues(integrationConfiguration.apiKey, lastIssuesSync);
       if (issues && issues.nodes) {
         const issueActivities = await processIssueActivities(issues.nodes, user.id);
         messages.push(...issueActivities);
@@ -483,10 +483,7 @@ export async function handleSchedule(config: any, state: any) {
 
     // Process all comment activities
     try {
-      const comments = await fetchRecentComments(
+      const comments = await fetchRecentComments(integrationConfiguration.apiKey, lastCommentsSync);
-        integrationConfiguration.accessToken,
-        lastCommentsSync,
-      );
       if (comments && comments.nodes) {
         const commentActivities = await processCommentActivities(comments.nodes, user.id, user);
         messages.push(...commentActivities);

pnpm-lock.yaml

@@ -257,7 +257,7 @@ importers:
         version: link:../../packages/emails
       exa-js:
         specifier: ^1.8.20
-        version: 1.8.20(encoding@0.1.13)(ws@8.17.1)
+        version: 1.8.20(encoding@0.1.13)
       execa:
         specifier: ^9.6.0
         version: 9.6.0
@@ -381,7 +381,7 @@ importers:
     devDependencies:
       '@remix-run/dev':
         specifier: 2.16.7
-        version: 2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)
+        version: 2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)
       '@remix-run/eslint-config':
         specifier: 2.16.7
         version: 2.16.7(eslint@8.57.1)(react@18.3.1)(typescript@5.8.3)
@@ -396,7 +396,7 @@ importers:
         version: 0.5.16(tailwindcss@4.1.7)
       '@tailwindcss/vite':
         specifier: ^4.1.7
-        version: 4.1.9(vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
+        version: 4.1.9(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
       '@trigger.dev/build':
         specifier: ^4.0.0-v4-beta.22
         version: 4.0.0-v4-beta.22(typescript@5.8.3)
@@ -492,10 +492,10 @@ importers:
         version: 5.8.3
       vite:
         specifier: ^6.0.0
-        version: 6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+        version: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
       vite-tsconfig-paths:
         specifier: ^4.2.1
-        version: 4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
+        version: 4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))
 
   packages/database:
     dependencies:
@@ -598,7 +598,7 @@ importers:
         version: 20.19.7
       tsup:
         specifier: ^8.0.1
-        version: 8.5.0(@swc/core@1.3.101(@swc/helpers@0.5.17))(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0)
+        version: 8.5.0(@swc/core@1.3.101)(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0)
       typescript:
         specifier: ^5.0.0
         version: 5.8.3
@@ -635,7 +635,7 @@ importers:
         version: 6.0.1
       tsup:
         specifier: ^8.0.1
-        version: 8.5.0(@swc/core@1.3.101(@swc/helpers@0.5.17))(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0)
+        version: 8.5.0(@swc/core@1.3.101)(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0)
       typescript:
         specifier: ^5.3.0
         version: 5.8.3
@@ -12052,7 +12052,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-arrow@1.1.7(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12106,7 +12106,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-collapsible@1.1.11(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12134,7 +12134,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-collection@1.1.7(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12267,7 +12267,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-dismissable-layer@1.1.10(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12332,7 +12332,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-focus-scope@1.1.7(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12425,7 +12425,7 @@ snapshots:
       react-remove-scroll: 2.5.7(@types/react@18.2.47)(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-popover@1.1.14(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12466,7 +12466,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-popper@1.2.7(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12501,7 +12501,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-portal@1.1.9(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12529,7 +12529,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-presence@1.1.4(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12555,7 +12555,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-primitive@2.1.3(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12581,7 +12581,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-roving-focus@1.1.10(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12747,7 +12747,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-toggle@1.1.0(@types/react-dom@18.3.7(@types/react@18.2.47))(@types/react@18.2.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12758,7 +12758,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-tooltip@1.1.1(@types/react-dom@18.3.7(@types/react@18.2.47))(@types/react@18.2.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12778,7 +12778,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-tooltip@1.2.7(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -12930,7 +12930,7 @@ snapshots:
       react-dom: 18.3.1(react@18.3.1)
     optionalDependencies:
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
 
   '@radix-ui/react-visually-hidden@1.2.3(@types/react-dom@18.3.7(@types/react@18.2.69))(@types/react@18.2.69)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -13082,7 +13082,7 @@ snapshots:
     transitivePeerDependencies:
       - encoding
 
-  '@remix-run/dev@2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)':
+  '@remix-run/dev@2.16.7(@remix-run/react@2.16.7(react-dom@18.3.1(react@18.3.1))(react@18.3.1)(typescript@5.8.3))(@remix-run/serve@2.16.7(typescript@5.8.3))(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))(yaml@2.8.0)':
     dependencies:
       '@babel/core': 7.27.4
       '@babel/generator': 7.27.5
@@ -13099,7 +13099,7 @@ snapshots:
       '@remix-run/router': 1.23.0
       '@remix-run/server-runtime': 2.16.7(typescript@5.8.3)
       '@types/mdx': 2.0.13
-      '@vanilla-extract/integration': 6.5.0(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0)
+      '@vanilla-extract/integration': 6.5.0(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
       arg: 5.0.2
       cacache: 17.1.4
       chalk: 4.1.2
@@ -13139,12 +13139,12 @@ snapshots:
       tar-fs: 2.1.3
       tsconfig-paths: 4.2.0
       valibot: 0.41.0(typescript@5.8.3)
-      vite-node: 3.2.3(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite-node: 3.2.3(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
       ws: 7.5.10
     optionalDependencies:
       '@remix-run/serve': 2.16.7(typescript@5.8.3)
       typescript: 5.8.3
-      vite: 6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
     transitivePeerDependencies:
       - '@types/node'
       - babel-plugin-macros
@@ -13883,12 +13883,12 @@ snapshots:
       postcss-selector-parser: 6.0.10
       tailwindcss: 4.1.7
 
-  '@tailwindcss/vite@4.1.9(vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))':
+  '@tailwindcss/vite@4.1.9(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0))':
     dependencies:
       '@tailwindcss/node': 4.1.9
       '@tailwindcss/oxide': 4.1.9
       tailwindcss: 4.1.9
-      vite: 6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
 
   '@tanstack/react-table@8.21.3(react-dom@18.3.1(react@18.3.1))(react@18.3.1)':
     dependencies:
@@ -14497,6 +14497,10 @@ snapshots:
 
   '@types/range-parser@1.2.7': {}
 
+  '@types/react-dom@18.3.7(@types/react@18.2.47)':
+    dependencies:
+      '@types/react': 18.2.47
+
   '@types/react-dom@18.3.7(@types/react@18.2.69)':
     dependencies:
       '@types/react': 18.2.69
@@ -14816,7 +14820,7 @@ snapshots:
     transitivePeerDependencies:
       - babel-plugin-macros
 
-  '@vanilla-extract/integration@6.5.0(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0)':
+  '@vanilla-extract/integration@6.5.0(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)':
     dependencies:
       '@babel/core': 7.27.4
       '@babel/plugin-syntax-typescript': 7.27.1(@babel/core@7.27.4)
@@ -14829,8 +14833,8 @@ snapshots:
       lodash: 4.17.21
       mlly: 1.7.4
       outdent: 0.8.0
-      vite: 5.4.19(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0)
+      vite: 5.4.19(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
-      vite-node: 1.6.1(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0)
+      vite-node: 1.6.1(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
     transitivePeerDependencies:
       - '@types/node'
       - babel-plugin-macros
@@ -16727,11 +16731,11 @@ snapshots:
       run-exclusive: 2.2.19
       tsafe: 1.8.5
 
-  exa-js@1.8.20(encoding@0.1.13)(ws@8.17.1):
+  exa-js@1.8.20(encoding@0.1.13):
     dependencies:
       cross-fetch: 4.1.0(encoding@0.1.13)
       dotenv: 16.4.7
-      openai: 5.9.0(ws@8.17.1)(zod@3.23.8)
+      openai: 5.9.0(zod@3.23.8)
       zod: 3.23.8
       zod-to-json-schema: 3.24.5(zod@3.23.8)
     transitivePeerDependencies:
@@ -18939,9 +18943,8 @@ snapshots:
     dependencies:
       mimic-fn: 4.0.0
 
-  openai@5.9.0(ws@8.17.1)(zod@3.23.8):
+  openai@5.9.0(zod@3.23.8):
     optionalDependencies:
-      ws: 8.17.1
       zod: 3.23.8
 
   optionator@0.9.4:
@@ -19614,7 +19617,7 @@ snapshots:
       '@radix-ui/react-tooltip': 1.1.1(@types/react-dom@18.3.7(@types/react@18.2.47))(@types/react@18.2.47)(react-dom@18.3.1(react@18.3.1))(react@18.3.1)
       '@swc/core': 1.3.101(@swc/helpers@0.5.17)
       '@types/react': 18.2.47
-      '@types/react-dom': 18.3.7(@types/react@18.2.69)
+      '@types/react-dom': 18.3.7(@types/react@18.2.47)
       '@types/webpack': 5.28.5(@swc/core@1.3.101(@swc/helpers@0.5.17))(esbuild@0.19.11)
       autoprefixer: 10.4.14(postcss@8.4.38)
       chalk: 4.1.2
@@ -20903,7 +20906,7 @@ snapshots:
 
   tslib@2.8.1: {}
 
-  tsup@8.5.0(@swc/core@1.3.101(@swc/helpers@0.5.17))(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0):
+  tsup@8.5.0(@swc/core@1.3.101)(jiti@2.4.2)(postcss@8.5.5)(typescript@5.8.3)(yaml@2.8.0):
     dependencies:
       bundle-require: 5.1.0(esbuild@0.25.5)
       cac: 6.7.14
@@ -21297,13 +21300,13 @@ snapshots:
       '@types/unist': 3.0.3
       vfile-message: 4.0.2
 
-  vite-node@1.6.1(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0):
+  vite-node@1.6.1(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0):
     dependencies:
       cac: 6.7.14
       debug: 4.4.1
       pathe: 1.1.2
       picocolors: 1.1.1
-      vite: 5.4.19(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0)
+      vite: 5.4.19(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0)
     transitivePeerDependencies:
       - '@types/node'
       - less
@@ -21315,13 +21318,13 @@ snapshots:
       - supports-color
       - terser
 
-  vite-node@3.2.3(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
+  vite-node@3.2.3(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
     dependencies:
       cac: 6.7.14
       debug: 4.4.1
       es-module-lexer: 1.7.0
       pathe: 2.0.3
-      vite: 6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
     transitivePeerDependencies:
       - '@types/node'
       - jiti
@@ -21336,29 +21339,29 @@ snapshots:
       - tsx
       - yaml
 
-  vite-tsconfig-paths@4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)):
+  vite-tsconfig-paths@4.3.2(typescript@5.8.3)(vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)):
     dependencies:
       debug: 4.4.1
       globrex: 0.1.2
       tsconfck: 3.1.6(typescript@5.8.3)
     optionalDependencies:
-      vite: 6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
+      vite: 6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0)
     transitivePeerDependencies:
       - supports-color
       - typescript
 
-  vite@5.4.19(@types/node@22.16.0)(lightningcss@1.30.1)(terser@5.42.0):
+  vite@5.4.19(@types/node@24.0.0)(lightningcss@1.30.1)(terser@5.42.0):
     dependencies:
       esbuild: 0.21.5
       postcss: 8.5.5
       rollup: 4.43.0
     optionalDependencies:
-      '@types/node': 22.16.0
+      '@types/node': 24.0.0
       fsevents: 2.3.3
       lightningcss: 1.30.1
       terser: 5.42.0
 
-  vite@6.3.5(@types/node@22.16.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
+  vite@6.3.5(@types/node@24.0.0)(jiti@2.4.2)(lightningcss@1.30.1)(terser@5.42.0)(yaml@2.8.0):
     dependencies:
       esbuild: 0.25.5
       fdir: 6.4.6(picomatch@4.0.2)
@@ -21367,7 +21370,7 @@ snapshots:
       rollup: 4.43.0
       tinyglobby: 0.2.14
     optionalDependencies:
-      '@types/node': 22.16.0
+      '@types/node': 24.0.0
       fsevents: 2.3.3
       jiti: 2.4.2
       lightningcss: 1.30.1