AionUi
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Crawler Summary
This project builds an AI-powered News Research & Writing System using CrewAI and Google Gemini Pro (1.5 Flash) LLM models. It features two autonomous agents – a Senior Researcher and a Writer – who collaborate to research trending topics, analyze insights, and generate news blog posts. The system uses Serper API for real-time web search. 📰 AI News Agents with CrewAI & Google Gemini Pro 🚀 **Automated News Research & Writing** using multi-agent AI, CrewAI framework, and Google Gemini LLM. --- 📌 Overview This project builds an **AI-powered News Research & Writing System** using **CrewAI** and **Google Gemini Pro (1.5 Flash)** LLM models. It features two autonomous agents – a **Senior Researcher** and a **Writer** – who collaborate to research trendin Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Freshness
Last checked 2/25/2026
Best For
-Building-News-AI-Agents-Using-CrewAI-And-Google-Gemini-Pro-LLM-Models is best for crewai, multi-agent workflows where OpenClaw compatibility matters.
Not Ideal For
Contract metadata is missing or unavailable for deterministic execution.
Evidence Sources Checked
editorial-content, GITHUB REPOS, runtime-metrics, public facts pack
This project builds an AI-powered News Research & Writing System using CrewAI and Google Gemini Pro (1.5 Flash) LLM models. It features two autonomous agents – a Senior Researcher and a Writer – who collaborate to research trending topics, analyze insights, and generate news blog posts. The system uses Serper API for real-time web search. 📰 AI News Agents with CrewAI & Google Gemini Pro 🚀 **Automated News Research & Writing** using multi-agent AI, CrewAI framework, and Google Gemini LLM. --- 📌 Overview This project builds an **AI-powered News Research & Writing System** using **CrewAI** and **Google Gemini Pro (1.5 Flash)** LLM models. It features two autonomous agents – a **Senior Researcher** and a **Writer** – who collaborate to research trendin
Public facts
4
Change events
1
Artifacts
0
Freshness
Feb 25, 2026
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Trust score
Unknown
Compatibility
OpenClaw
Freshness
Feb 25, 2026
Vendor
Vaishnavish14
Artifacts
0
Benchmarks
0
Last release
Unpublished
Key links, install path, and a quick operational read before the deeper crawl record.
Summary
Capability contract not published. No trust telemetry is available yet. Last updated 2/25/2026.
Setup snapshot
Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.
Everything public we have scraped or crawled about this agent, grouped by evidence type with provenance.
Vendor
Vaishnavish14
Protocol compatibility
OpenClaw
Handshake status
UNKNOWN
Crawlable docs
6 indexed pages on the official domain
Merged public release, docs, artifact, benchmark, pricing, and trust refresh events.
Extracted files, examples, snippets, parameters, dependencies, permissions, and artifact metadata.
Extracted files
0
Examples
1
Snippets
0
Languages
python
bash
📂 News-AI-Agents ├── agents.py # Defines Researcher & Writer agents ├── crew.py # Creates Crew & orchestrates workflow ├── tasks.py # Defines tasks for research & writing ├── tools.py # Initializes Serper API search tool ├── .env # Stores API keys (Google & Serper) └── news_blog_post.txt # Output blog file (generated)
Full documentation captured from public sources, including the complete README when available.
Docs source
GITHUB REPOS
Editorial quality
ready
This project builds an AI-powered News Research & Writing System using CrewAI and Google Gemini Pro (1.5 Flash) LLM models. It features two autonomous agents – a Senior Researcher and a Writer – who collaborate to research trending topics, analyze insights, and generate news blog posts. The system uses Serper API for real-time web search. 📰 AI News Agents with CrewAI & Google Gemini Pro 🚀 **Automated News Research & Writing** using multi-agent AI, CrewAI framework, and Google Gemini LLM. --- 📌 Overview This project builds an **AI-powered News Research & Writing System** using **CrewAI** and **Google Gemini Pro (1.5 Flash)** LLM models. It features two autonomous agents – a **Senior Researcher** and a **Writer** – who collaborate to research trendin
🚀 Automated News Research & Writing using multi-agent AI, CrewAI framework, and Google Gemini LLM.
This project builds an AI-powered News Research & Writing System using CrewAI and Google Gemini Pro (1.5 Flash) LLM models.
It features two autonomous agents – a Senior Researcher and a Writer – who collaborate to research trending topics, analyze insights, and generate well-structured news blog posts.
The system uses Serper API for real-time web search and outputs a ready-to-publish blog post.
📂 News-AI-Agents
├── agents.py # Defines Researcher & Writer agents
├── crew.py # Creates Crew & orchestrates workflow
├── tasks.py # Defines tasks for research & writing
├── tools.py # Initializes Serper API search tool
├── .env # Stores API keys (Google & Serper)
└── news_blog_post.txt # Output blog file (generated)
⚙️ Setup & Installation
1️⃣ Clone the Repository
git clone https://github.com/yourusername/news-ai-agents.git
cd news-ai-agents
2️⃣ Install Dependencies
pip install -r requirements.txt
3️⃣ Configure Environment Variables
Create a .env file in the root directory and add:
GOOGLE_API_KEY=your_google_api_key
SERPER_API_KEY=your_serper_api_key
4️⃣ Run the Project
python crew.py
✅ Output: A news_blog_post.txt file will be generated with a ready-to-publish blog post.
| Tool / Library | Purpose | | --------------------- | -------------------------- | | Python 3.10+ | Programming Language | | CrewAI | Multi-Agent Orchestration | | Google Gemini Pro | LLM for research & writing | | Serper API | Real-time Web Search | | dotenv | Secure API Key Management |
Title: The AI Revolution in Healthcare: Generative AI Takes Center Stage
Artificial intelligence (AI) is rapidly transforming the healthcare landscape, and the latest wave of innovation is driven by generative AI. This powerful technology is poised to revolutionize drug discovery, personalize medicine, and enhance patient care in unprecedented ways.
Highlights:
⚡ Accelerated Drug Discovery – Rapidly generates and evaluates drug candidates
🧬 Personalized Medicine – Tailors treatment to individual patient profiles
🩺 Improved Diagnostics – Detects subtle patterns early in medical imaging
🔍 Ethical Considerations – Data bias, privacy, transparency & regulation
<img width="1513" height="891" alt="image" src="https://github.com/user-attachments/assets/e4df2bc5-5f1d-4d4b-b5b9-b17301558d8a" /> <img width="1392" height="892" alt="image" src="https://github.com/user-attachments/assets/becc3fd5-f6fc-466b-9dab-acc8dcc7532e" />
🌟 Don't forget to ⭐ this repo if you like it!
Machine endpoints, protocol fit, contract coverage, invocation examples, and guardrails for agent-to-agent use.
Contract coverage
Status
missing
Auth
None
Streaming
No
Data region
Unspecified
Protocol support
Requires: none
Forbidden: none
Guardrails
Operational confidence: low
curl -s "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/snapshot"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/contract"
curl -s "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/trust"
Trust and runtime signals, benchmark suites, failure patterns, and practical risk constraints.
Trust signals
Handshake
UNKNOWN
Confidence
unknown
Attempts 30d
unknown
Fallback rate
unknown
Runtime metrics
Observed P50
unknown
Observed P95
unknown
Rate limit
unknown
Estimated cost
unknown
Do not use if
Every public screenshot, visual asset, demo link, and owner-provided destination tied to this agent.
Neighboring agents from the same protocol and source ecosystem for comparison and shortlist building.
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Contract JSON
{
"contractStatus": "missing",
"authModes": [],
"requires": [],
"forbidden": [],
"supportsMcp": false,
"supportsA2a": false,
"supportsStreaming": false,
"inputSchemaRef": null,
"outputSchemaRef": null,
"dataRegion": null,
"contractUpdatedAt": null,
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Invocation Guide
{
"preferredApi": {
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"contractUrl": "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/contract",
"trustUrl": "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/trust"
},
"curlExamples": [
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/snapshot\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/contract\"",
"curl -s \"https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/trust\""
],
"jsonRequestTemplate": {
"query": "summarize this repo",
"constraints": {
"maxLatencyMs": 2000,
"protocolPreference": [
"OPENCLEW"
]
}
},
"jsonResponseTemplate": {
"ok": true,
"result": {
"summary": "...",
"confidence": 0.9
},
"meta": {
"source": "GITHUB_REPOS",
"generatedAt": "2026-10-10T05:06:25.427Z"
}
},
"retryPolicy": {
"maxAttempts": 3,
"backoffMs": [
500,
1500,
3500
],
"retryableConditions": [
"HTTP_429",
"HTTP_503",
"NETWORK_TIMEOUT"
]
}
}Trust JSON
{
"status": "unavailable",
"handshakeStatus": "UNKNOWN",
"verificationFreshnessHours": null,
"reputationScore": null,
"p95LatencyMs": null,
"successRate30d": null,
"fallbackRate": null,
"attempts30d": null,
"trustUpdatedAt": null,
"trustConfidence": "unknown",
"sourceUpdatedAt": null,
"freshnessSeconds": null
}Capability Matrix
{
"rows": [
{
"key": "OPENCLEW",
"type": "protocol",
"support": "unknown",
"confidenceSource": "profile",
"notes": "Listed on profile"
},
{
"key": "crewai",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
},
{
"key": "multi-agent",
"type": "capability",
"support": "supported",
"confidenceSource": "profile",
"notes": "Declared in agent profile metadata"
}
],
"flattenedTokens": "protocol:OPENCLEW|unknown|profile capability:crewai|supported|profile capability:multi-agent|supported|profile"
}Facts JSON
[
{
"factKey": "docs_crawl",
"category": "integration",
"label": "Crawlable docs",
"value": "6 indexed pages on the official domain",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
},
{
"factKey": "vendor",
"category": "vendor",
"label": "Vendor",
"value": "Vaishnavish14",
"href": "https://github.com/VaishnaviSh14/-Building-News-AI-Agents-Using-CrewAI-And-Google-Gemini-Pro-LLM-Models",
"sourceUrl": "https://github.com/VaishnaviSh14/-Building-News-AI-Agents-Using-CrewAI-And-Google-Gemini-Pro-LLM-Models",
"sourceType": "profile",
"confidence": "medium",
"observedAt": "2026-02-25T05:06:57.892Z",
"isPublic": true
},
{
"factKey": "protocols",
"category": "compatibility",
"label": "Protocol compatibility",
"value": "OpenClaw",
"href": "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/contract",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/contract",
"sourceType": "contract",
"confidence": "medium",
"observedAt": "2026-02-25T05:06:57.892Z",
"isPublic": true
},
{
"factKey": "handshake_status",
"category": "security",
"label": "Handshake status",
"value": "UNKNOWN",
"href": "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/trust",
"sourceUrl": "https://www.xpersona.co/api/v1/agents/crewai-vaishnavish14-building-news-ai-agents-using-crewai-and-g/trust",
"sourceType": "trust",
"confidence": "medium",
"observedAt": null,
"isPublic": true
}
]Change Events JSON
[
{
"eventType": "docs_update",
"title": "Docs refreshed: Sign in to GitHub · GitHub",
"description": "Fresh crawlable documentation was indexed for the official domain.",
"href": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceUrl": "https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2Fopenclaw%2Fskills%2Ftree%2Fmain%2Fskills%2Fasleep123%2Fcaldav-calendar",
"sourceType": "search_document",
"confidence": "medium",
"observedAt": "2026-04-15T05:03:46.393Z",
"isPublic": true
}
]Sponsored
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