Score and alert Upwork jobs with OpenAI GPT-4.1-mini and Telegram

by Paras Gediya ✓ · 7 views · created 2026-09-07 · Lead Generation, AI Summarization

What this workflow does

This AI workflow has 26 nodes and runs manually, when you click “Execute workflow” (plus 1 other trigger). Along the way it connects OpenAI Chat Model and Telegram.

How it runs

Trigger: Manually, when you click “Execute workflow” (plus 1 other trigger).

1. Runtime Settings (Edit Fields (Set)): sets or maps fields
2. Fetch profile.md (HTTP Request): calls an HTTP API
3. Parse & Validate Profile (Code): runs custom JavaScript code
4. Ensure seen-jobs table (Data table): uses Data table
5. Get Existing Profile State (Data table): uses Data table
6. Build Search Requests (Code): runs custom JavaScript code
7. Search Upwork GraphQL (HTTP Request): calls an HTTP API
8. Normalize + Deterministic Filter (Code): runs custom JavaScript code
9. Deduplicate Current Run (Code): runs custom JavaScript code
10. Only Unseen Jobs (Data table): uses Data table

…plus 12 more steps. See the full node list below.

Services it uses

OpenAI Chat ModelTelegram

Before you upgrade to n8n 3.0

Nodes used (11)

• Manual Triggern8n-nodes-base.manualTrigger
• Schedule Triggern8n-nodes-base.scheduleTrigger
• Edit Fields (Set)n8n-nodes-base.set
• HTTP Requestn8n-nodes-base.httpRequest
• Coden8n-nodes-base.code
• Data tablen8n-nodes-base.dataTable
• Ifn8n-nodes-base.if
• Basic LLM Chain@n8n/n8n-nodes-langchain.chainLlm
• OpenAI Chat Model@n8n/n8n-nodes-langchain.lmChatOpenAi
• Structured Output Parser@n8n/n8n-nodes-langchain.outputParserStructured
• Telegramn8n-nodes-base.telegram

From the author

Quick overview Searches Upwork every 15 minutes using the GraphQL API, loads matching preferences from a dynamic profile.md file, filters and scores new jobs with an AI chat model, sends high-scoring opportunities to Telegram, and stores processed jobs in an…

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