diff --git a/README.md b/README.md
index 0ba1dccc..59ff1441 100644
--- a/README.md
+++ b/README.md
@@ -232,7 +232,7 @@ Enable file upload support (PDF, DOCX, TXT) for your knowledge base:
 
 1. **Prerequisites**
    - An AWS S3 bucket for file storage
-   - Google Cloud API key with Vision API enabled (for enhanced document parsing)
+   - Google Cloud API key with Generative Language (Gemini) API enabled (for enhanced document parsing)
 
 2. **Configure AWS S3**
    - Create an S3 bucket
diff --git a/apps/rowboat/app/actions/project_actions.ts b/apps/rowboat/app/actions/project_actions.ts
index b7a1762f..163501cf 100644
--- a/apps/rowboat/app/actions/project_actions.ts
+++ b/apps/rowboat/app/actions/project_actions.ts
@@ -53,7 +53,6 @@ export async function createProject(formData: FormData) {
         secret,
         nextWorkflowNumber: 1,
         testRunCounter: 0,
-        webhookUrl: 'http://tools_webhook:3005/tool_call',
     });
 
     // add first workflow version
diff --git a/apps/rowboat/app/projects/[projectId]/playground/app.tsx b/apps/rowboat/app/projects/[projectId]/playground/app.tsx
index e46bf6d6..2b6db148 100644
--- a/apps/rowboat/app/projects/[projectId]/playground/app.tsx
+++ b/apps/rowboat/app/projects/[projectId]/playground/app.tsx
@@ -1,21 +1,14 @@
 'use client';
-import { Dropdown, DropdownItem, DropdownMenu, DropdownTrigger, Spinner } from "@heroui/react";
-import { useEffect, useState, useMemo, useCallback } from "react";
+import { useState } from "react";
 import { z } from "zod";
 import { PlaygroundChat } from "../../../lib/types/types";
 import { Workflow } from "../../../lib/types/workflow_types";
 import { Chat } from "./chat";
-import { useSearchParams, useRouter } from "next/navigation";
 import { ActionButton, Pane } from "../workflow/pane";
 import { apiV1 } from "rowboat-shared";
-import { EllipsisVerticalIcon, MessageSquarePlusIcon, PlayIcon } from "lucide-react";
-import { getScenario } from "../../../actions/testing_actions";
-import clsx from "clsx";
-import { TestProfile, TestScenario } from "@/app/lib/types/testing_types";
+import { MessageSquarePlusIcon } from "lucide-react";
+import { TestProfile } from "@/app/lib/types/testing_types";
 import { WithStringId } from "@/app/lib/types/types";
-function SimulateLabel() {
-    return <span>Simulate<sup className="pl-1">beta</sup></span>;
-}
 
 const defaultSystemMessage = '';
 
diff --git a/apps/rowboat/app/projects/[projectId]/sources/sources-list.tsx b/apps/rowboat/app/projects/[projectId]/sources/sources-list.tsx
index 99914fed..59af3192 100644
--- a/apps/rowboat/app/projects/[projectId]/sources/sources-list.tsx
+++ b/apps/rowboat/app/projects/[projectId]/sources/sources-list.tsx
@@ -39,7 +39,7 @@ export function SourcesList({
     return <div className="flex flex-col h-full">
         <div className="shrink-0 flex justify-between items-center pb-4 border-b border-border">
             <div className="flex flex-col">
-                <h1 className="text-lg">Data sources <sup>(beta)</sup></h1>
+                <h1 className="text-lg">Data sources</h1>
             </div>
             <div className="flex items-center gap-2">
                 <Button
diff --git a/apps/rowboat/app/projects/[projectId]/workflow/agent_config.tsx b/apps/rowboat/app/projects/[projectId]/workflow/agent_config.tsx
index 393ac83c..2da4281d 100644
--- a/apps/rowboat/app/projects/[projectId]/workflow/agent_config.tsx
+++ b/apps/rowboat/app/projects/[projectId]/workflow/agent_config.tsx
@@ -161,7 +161,7 @@ export function AgentConfig({
                     />
                 </FormSection>
 
-                {useRag && <FormSection label="RAG (beta)" showDivider>
+                {useRag && <FormSection label="RAG" showDivider>
                     <div className="flex flex-col gap-3">
                         <Dropdown>
                             <DropdownTrigger>