v0.3.15: helm charts, evaluator block fixes, ArXiv and Wikipedia tools

Author: waleedlatif1

.gitignore

@@ -65,4 +65,7 @@ start-collector.sh
 .turbo
 
 # VSCode
-.vscode
+.vscode
+
+## Helm Chart Tests
+helm/sim/test

apps/docs/content/docs/tools/arxiv.mdx

@@ -0,0 +1,138 @@
+---
+title: ArXiv
+description: Search and retrieve academic papers from ArXiv
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="arxiv"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  id='logomark' xmlns='http://www.w3.org/2000/svg' viewBox='0 0 17.732 24.269'>
+      <g id='tiny'>
+        <path
+          d='M573.549,280.916l2.266,2.738,6.674-7.84c.353-.47.52-.717.353-1.117a1.218,1.218,0,0,0-1.061-.748h0a.953.953,0,0,0-.712.262Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#bdb9b4'
+        />
+        <path
+          d='M579.525,282.225l-10.606-10.174a1.413,1.413,0,0,0-.834-.5,1.09,1.09,0,0,0-1.027.66c-.167.4-.047.681.319,1.206l8.44,10.242h0l-6.282,7.716a1.336,1.336,0,0,0-.323,1.3,1.114,1.114,0,0,0,1.04.69A.992.992,0,0,0,571,293l8.519-7.92A1.924,1.924,0,0,0,579.525,282.225Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#b31b1b'
+        />
+        <path
+          d='M584.32,293.912l-8.525-10.275,0,0L573.53,280.9l-1.389,1.254a2.063,2.063,0,0,0,0,2.965l10.812,10.419a.925.925,0,0,0,.742.282,1.039,1.039,0,0,0,.953-.667A1.261,1.261,0,0,0,584.32,293.912Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#bdb9b4'
+        />
+      </g>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[ArXiv](https://arxiv.org/) is a free, open-access repository of scientific research papers in fields such as physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, systems science, and economics. ArXiv provides a vast collection of preprints and published articles, making it a primary resource for researchers and practitioners worldwide.
+
+With ArXiv, you can:
+
+- **Search for academic papers**: Find research by keywords, author names, titles, categories, and more
+- **Retrieve paper metadata**: Access abstracts, author lists, publication dates, and other bibliographic information
+- **Download full-text PDFs**: Obtain the complete text of most papers for in-depth study
+- **Explore author contributions**: View all papers by a specific author
+- **Stay up-to-date**: Discover the latest submissions and trending topics in your field
+
+In Sim Studio, the ArXiv integration enables your agents to programmatically search, retrieve, and analyze scientific papers from ArXiv. This allows you to automate literature reviews, build research assistants, or incorporate up-to-date scientific knowledge into your agentic workflows. Use ArXiv as a dynamic data source for research, discovery, and knowledge extraction within your Sim Studio projects.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Search for academic papers, retrieve metadata, download papers, and access the vast collection of scientific research on ArXiv.
+
+
+
+## Tools
+
+### `arxiv_search`
+
+Search for academic papers on ArXiv by keywords, authors, titles, or other fields.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `query` | string | Yes | The search query to execute |
+| `searchField` | string | No | Field to search in: all, ti \(title\), au \(author\), abs \(abstract\), co \(comment\), jr \(journal\), cat \(category\), rn \(report number\) |
+| `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 2000\) |
+| `sortBy` | string | No | Sort by: relevance, lastUpdatedDate, submittedDate \(default: relevance\) |
+| `sortOrder` | string | No | Sort order: ascending, descending \(default: descending\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `query` | string |
+| `papers` | string |
+| `totalResults` | string |
+
+### `arxiv_get_paper`
+
+Get detailed information about a specific ArXiv paper by its ID.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `paperId` | string | Yes | ArXiv paper ID \(e.g.,  |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `paper` | string |
+
+### `arxiv_get_author_papers`
+
+Search for papers by a specific author on ArXiv.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `authorName` | string | Yes | Author name to search for |
+| `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 2000\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `authorPapers` | string |
+| `authorName` | string |
+| `totalResults` | string |
+
+
+
+## Block Configuration
+
+### Input
+
+| Parameter | Type | Required | Description | 
+| --------- | ---- | -------- | ----------- | 
+| `operation` | string | Yes | Operation |
+
+
+
+### Outputs
+
+| Output | Type | Description |
+| ------ | ---- | ----------- |
+| `papers` | json | papers output from the block |
+| `totalResults` | number | totalResults output from the block |
+| `paper` | json | paper output from the block |
+| `authorPapers` | json | authorPapers output from the block |
+
+
+## Notes
+
+- Category: `tools`
+- Type: `arxiv`

apps/docs/content/docs/tools/exa.mdx

@@ -26,7 +26,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers that provides highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
+[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers, providing highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
 
 With Exa, you can:
 
@@ -35,14 +35,16 @@ With Exa, you can:
 - **Access up-to-date information**: Retrieve current information from across the web
 - **Find similar content**: Discover related resources based on content similarity
 - **Extract webpage contents**: Retrieve and process the full text of web pages
+- **Answer questions with citations**: Ask questions and receive direct answers with supporting sources
+- **Perform research tasks**: Automate multi-step research workflows to gather, synthesize, and summarize information
 
-In Sim Studio, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, and find similar resources - all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
+In Sim Studio, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, find similar resources, answer questions with citations, and conduct research tasks—all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Search the web, retrieve content, find similar links, and answer questions using Exa
+Search the web, retrieve content, find similar links, and answer questions using Exa's powerful AI search capabilities.
 
 
 

apps/docs/content/docs/tools/firecrawl.mdx

@@ -44,8 +44,16 @@ With Firecrawl in Sim Studio, you can:
 - **Handle JavaScript-heavy sites**: Process content from modern web applications that rely on JavaScript
 - **Filter content**: Focus on specific parts of a page using CSS selectors
 - **Process at scale**: Handle high-volume scraping needs with a reliable API
+- **Search the web**: Perform intelligent web searches and retrieve structured results
+- **Crawl entire sites**: Crawl multiple pages from a website and aggregate their content
 
-The Firecrawl integration allows your agents to access and process web content programmatically without leaving the Sim Studio environment. This enables scenarios like research, content aggregation, data extraction, and information analysis from across the web. Your agents can gather information from websites, extract structured data, and use that information to make decisions or generate insights - all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, provide the target URL, and your agents can immediately begin working with web content in a clean, structured format.
+In Sim Studio, the Firecrawl integration enables your agents to access and process web content programmatically as part of their workflows. Supported operations include:
+
+- **Scrape**: Extract structured content (Markdown, HTML, metadata) from a single web page.
+- **Search**: Search the web for information using Firecrawl's intelligent search capabilities.
+- **Crawl**: Crawl multiple pages from a website, returning structured content and metadata for each page.
+
+This allows your agents to gather information from websites, extract structured data, and use that information to make decisions or generate insights—all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, select the operation (Scrape, Search, or Crawl), and provide the relevant parameters. Your agents can immediately begin working with web content in a clean, structured format.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/google_calendar.mdx

@@ -90,7 +90,7 @@ In Sim Studio, the Google Calendar integration enables your agents to programmat
 
 ## Usage Instructions
 
-Integrate Google Calendar functionality to create, read, update, and list calendar events within your workflow. Automate scheduling, check availability, and manage events using OAuth authentication. Email invitations are sent asynchronously and delivery depends on recipients
+Integrate Google Calendar functionality to create, read, update, and list calendar events within your workflow. Automate scheduling, check availability, and manage events using OAuth authentication. Email invitations are sent asynchronously and delivery depends on recipients' Google Calendar settings.
 
 
 

apps/docs/content/docs/tools/image_generator.mdx

@@ -46,7 +46,7 @@ In Sim Studio, the DALL-E integration enables your agents to generate images pro
 
 ## Usage Instructions
 
-Create high-quality images using OpenAI
+Create high-quality images using OpenAI's image generation models. Configure resolution, quality, style, and other parameters to get exactly the image you need.
 
 
 

apps/docs/content/docs/tools/jina.mdx

@@ -63,7 +63,7 @@ This integration is particularly valuable for building agents that need to gathe
 
 ## Usage Instructions
 
-Transform web content into clean, readable text using Jina AI
+Transform web content into clean, readable text using Jina AI's advanced extraction capabilities. Extract meaningful content from websites while preserving important information and optionally gathering links.
 
 
 

apps/docs/content/docs/tools/meta.json

@@ -2,6 +2,7 @@
   "items": [
     "index",
     "airtable",
+    "arxiv",
     "browser_use",
     "clay",
     "confluence",
@@ -53,6 +54,7 @@
     "wealthbox",
     "webhook",
     "whatsapp",
+    "wikipedia",
     "x",
     "youtube"
   ]

apps/docs/content/docs/tools/notion.mdx

@@ -29,7 +29,17 @@ With Notion, you can:
 - **Connect information**: Link between pages and databases to create a knowledge network
 - **Access anywhere**: Use Notion across web, desktop, and mobile platforms with automatic syncing
 
-In Sim Studio, the Notion integration enables your agents to interact directly with your Notion workspace programmatically. This allows for powerful automation scenarios such as knowledge management, content creation, and information retrieval. Your agents can read existing Notion pages to extract information, write to pages to update content, and create new pages from scratch. This integration bridges the gap between your AI workflows and your knowledge base, enabling seamless documentation and information management. By connecting Sim Studio with Notion, you can automate documentation processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
+In Sim Studio, the Notion integration enables your agents to interact directly with your Notion workspace programmatically. This allows for powerful automation scenarios such as knowledge management, content creation, and information retrieval. Your agents can:
+
+- **Read Notion pages**: Extract content and metadata from any Notion page.
+- **Read Notion databases**: Retrieve database structure and information.
+- **Write to pages**: Append new content to existing Notion pages.
+- **Create new pages**: Generate new Notion pages under a parent page, with custom titles and content.
+- **Query databases**: Search and filter database entries using advanced filter and sort criteria.
+- **Search workspace**: Search across your entire Notion workspace for pages or databases matching specific queries.
+- **Create new databases**: Programmatically create new databases with custom properties and structure.
+
+This integration bridges the gap between your AI workflows and your knowledge base, enabling seamless documentation and information management. By connecting Sim Studio with Notion, you can automate documentation processes, maintain up-to-date information repositories, generate reports, and organize information intelligently—all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/openai.mdx

@@ -43,7 +43,7 @@ In Sim Studio, the OpenAI integration enables your agents to leverage these powe
 
 ## Usage Instructions
 
-Convert text into numerical vector representations using OpenAI
+Convert text into numerical vector representations using OpenAI's embedding models. Transform text data into embeddings for semantic search, clustering, and other vector-based operations.