Automated News Twitter Agent Build Using UiPath SDK & Lang Graph

Submission type

Coded Agent with UiPath SDK

Name

Abhishek Jagtap

Industry category in which use case would best fit in (Select up to 2 industries)

Marketing/Sales

Complexity level

Advanced

Summary (abstract)

This application is an automated news aggregation and Twitter posting system built with LangGraph. It fetches recent news articles on a specified topic, prioritizes them based on source credibility and recency, generates engaging tweet summaries using AI, and optionally posts them to Twitter with images & links.

:chequered_flag: START ↓ :newspaper: Fetch News ↓ :trophy: Prioritize Articles ↓ :writing_hand: Rewrite News ↓ :bird: Post to Twitter ↓ :white_check_mark: END

Detailed problem statement

In today’s fast-paced digital era, the volume of online news grows exponentially every hour. Journalists, content creators, and social media teams struggle to:

:three_o_clock: Stay updated with breaking news in real time

:memo: Summarize lengthy articles into short, engaging posts

:loudspeaker: Maintain consistency and frequency in social media updates

:compass: Ensure credibility by prioritizing reliable sources over unverified ones

Manually scanning news feeds, evaluating source reliability, crafting summaries, and posting on Twitter (X) is time-consuming, inconsistent, and error-prone.
This process demands an automated, intelligent system that can handle the end-to-end flow — from fetching news to sharing it online — with accuracy, speed, and quality.

Detailed solution

News_Twitter_Agent solves this problem by creating an AI-driven automation pipeline using UiPath SDK + LangGraph that:

:newspaper: Fetches real-time news on any specified topic using the NewsAPI.

:abacus: Evaluates and prioritizes articles based on credibility (trusted sources), recency, and image availability.

:writing_hand: Rewrites articles into concise, eye-catching tweet summaries (under 280 characters) using GPT-based AI models via UiPath LangChain.

:bird: Posts the tweets automatically to Twitter (X) using Tweepy APIs — complete with images when available.

:repeat_button: Supports preview mode, allowing safe testing before live posting.

By combining AI reasoning (LangGraph) with automation control (UiPath SDK), the system enables fully autonomous social media content generation and posting — bridging the gap between news intelligence and digital engagement.

Narrated video link (sample: https://bit.ly/4pvuNEL)

Expected impact of this automation

The News_Twitter_Agent automation delivers measurable value by transforming the way digital content is curated, summarized, and shared online.

:light_bulb: Operational Impact

:high_voltage: 90% reduction in manual effort for content discovery, summarization, and posting.

:stopwatch: Real-time responsiveness — delivers trending news to Twitter within minutes of publication.

:brain: AI-enhanced quality ensures every tweet is informative, concise, and audience-friendly.

:robot: Zero manual intervention once configured — completely autonomous workflow execution.

:chart_increasing: Business Impact

:rocket: Increased brand engagement through consistent, timely social media presence.

:bar_chart: Improved audience reach by automating high-frequency updates across trending topics.

:newspaper: Enhanced content credibility with smart prioritization of trusted news sources.

:money_bag: Cost efficiency by minimizing human effort in daily content operations.

:crystal_ball: Strategic Impact

:globe_with_meridians: Scalable foundation for expansion to multiple platforms (LinkedIn, Threads, Mastodon, etc.).

:puzzle_piece: Reusable workflow components built with LangGraph and UiPath SDK for other automation use cases.

:compass: Demonstrates synergy between AI-based reasoning and robotic process automation (RPA).

:bullseye: Positions organizations to leverage AI-driven media intelligence for faster decision-making.

UiPath products used (select up to 4 items)

UiPath Automation Cloud™
UiPath Coded Agents
UiPath Orchestrator

Integration with external technologies

Twitter API, NewsAPI.Org

TO-BE workflow/architecture diagram (file size up to 4 MB)

Other resources

1 Like

:waving_hand: Hi there, @AJ_Ask builder,

Thank you so much for being part of the Specialist Coded Agent Challenge. Your creativity, dedication, and automation skills truly blew us away! :collision:

Here’s what’s next:

:spiral_calendar: Nov 5–16: Jury evaluation by @eusebiu.jecan1 & @Adrian_Tamas + community voting
:trophy: Nov 17: Winners announced :tada:

Don’t forget the Community Choice Award, the best-voted project wins a $500 gift card + $60 UiPath Swag voucher! Voting is open till Nov 16, but remember that fresh accounts can’t vote (Level 1 access required, as we want to keep it fair and spam-free).

You’ve already won our admiration, now let’s see who takes home the big prizes :grinning_face_with_smiling_eyes:.

GOOD LUCK :four_leaf_clover: ,

Loredana

1 Like