Monitor AI news with NewsAPI, enrich context with Qdrant, generate LinkedIn posts with GPT-4o-mini, and log outreach in Google Sheets with notifications.
Fetches trending AI news via NewsAPI and contextual data from the Qdrant vector store. It generates LinkedIn posts using GPT-4o-mini tailored to tone and audience. It logs email interactions in Google Sheets and notifies stakeholders when posts are ready or require approval.
Delivers context-rich LinkedIn drafts from current AI news.
Fetches the latest AI news from NewsAPI.
Queries the Qdrant vector store to retrieve contextual data.
Generates LinkedIn post drafts with GPT-4o-mini.
Formats posts to LinkedIn-ready style and tone.
Creates a log row in Google Sheets for each draft, including status and approvals.
Sends notifications and updates when drafts are ready or require approvals.
Streamline content creation by automating news discovery, context enrichment, and post drafting in a single workflow. The combined use of NewsAPI, Qdrant, and GPT-4o-mini ensures posts are grounded in current AI news and consistent in style.
Three-step system flow that non-technical users can follow.
Fetch trending AI news from NewsAPI and retrieve relevant context from the Qdrant vector store.
Generate a LinkedIn post draft with GPT-4o-mini using the news item and contextual data, then format for LinkedIn.
Log drafts and approvals to Google Sheets, set posting schedule if applicable, and notify stakeholders.
One realistic scenario that shows task, time, and outcome.
Scenario: At 08:00 UTC, the AI agent pulls the top 4 AI news items, enriches them with Qdrant context, and generates 4 LinkedIn post drafts. It writes 4 rows to Google Sheets with Unique IDs and a Pending approval status, then emails a summary with links to each draft. Team members review and set 'Approve' or 'Reject' in the sheet; approved drafts are queued for posting at the chosen interval.
Roles that need timely, well-contextualized LinkedIn content from AI news.
Need a steady, voice-consistent stream of posts tied to current AI news.
Must maintain posting cadence and engagement without manual research.
Seek structured prompts and integrated context to accelerate drafting.
Require a documented rationale and audit trail for posts.
Want to highlight AI features with recent news references.
Rely on automated content to maintain audience engagement with minimal effort.
Connects NewsAPI, Qdrant, OpenAI, Gmail, Google Sheets, and LinkedIn API to automate the workflow.
Fetches trending AI news and feeds the AI agent.
Provides vector-based contextual data for each news item.
Generates LinkedIn post drafts using news and context.
Sends notifications and collects user feedback via email.
Logs drafts, approvals, and outcomes for auditability.
Publishes or schedules posts to LinkedIn based on approvals.
Six practical scenarios where this AI agent shines.
Practical, real concerns with detailed answers.
The agent sources AI news via NewsAPI and uses the Qdrant vector store to retrieve contextual data. It does not assume or expose personal data beyond what is intentionally logged in Google Sheets for workflow auditing. News content is filtered by recency and relevance to keep posts timely. All data handling follows typical API usage patterns configured by the user. You can adjust source parameters to fit your needs.
Yes. Tone and style are controlled by the system prompts and prompt templates used by GPT-4o-mini. You can modify the system message to set voice, formality, and audience focus. Post drafts will reflect the chosen tone unless you override per item. There is also an option to apply a style preset for consistency across all posts.
Posts are published via the LinkedIn Developer API after an item is approved in Google Sheets. You must configure LinkedIn API credentials and consent scopes in your environment. The workflow supports manual approvals or scheduled posting. You can also generate drafts for review before publishing.
If a post is rejected, the status is updated in Google Sheets with a reason. The agent can re-run generation using updated prompts or news items. Rejected items stay in the log for auditability, ensuring you can revisit decisions later. You can customize rejection criteria and retry logic as needed.
Yes. Every draft, decision, and status change is logged in Google Sheets with timestamps for traceability. The log supports filtering by date, news item, or approval decision. This makes it easy to review content decisions in meetings or for compliance. You can export the sheet as needed for records.
Set OPENAI_API_KEY, NEWSAPI_KEY, and QDRANT_URL/QDRANT_API_KEY as environment variables for the AI agent. OAuth credentials are required for Gmail access and LinkedIn posting. Google Sheets document IDs must be configured in the workflow. The agent assumes secure handling of credentials and offers rotation and revocation options.
The agent applies recency checks and relevance scoring when selecting items for post generation. If a news item is deemed outdated, it is deprioritized or discarded from drafts. You can adjust the recency window to fit your posting cadence. This helps maintain timely and accurate content.
Monitor AI news with NewsAPI, enrich context with Qdrant, generate LinkedIn posts with GPT-4o-mini, and log outreach in Google Sheets with notifications.
