{"repo":"Laksh-star/competitive-intelligence","free":true,"listed":false,"github":"https://github.com/Laksh-star/competitive-intelligence","clone":"git clone https://github.com/Laksh-star/competitive-intelligence.git","description":"AI-powered competitive intelligence monitor using CocoIndex, Tavily Search, and LLM extraction","language":"Python","stars":19,"topics":["ai","cocoindex","competitive-intelligence","data-pipeline","llm","openrouter","postgresql","python","tavily"],"license":"MIT","category":"ai-agents","readme_excerpt":"Competitive Intelligence Monitor Agent-first competitive intelligence demo powered by saved article analysis, MCP tools, and an optional live CocoIndex pipeline. The sample demo runs without credentials; the live mode uses Tavily, LLM extraction, CocoIndex, and Postgres. What This Does This pipeline automatically: - Exposes MCP tools so agents can search events, find trends, and create briefs - Runs locally without credentials for reliable analyst demos using saved article JSON - Generates briefings and dashboards in Markdown, JSON, CSV, and static HTML - Searches the web using Tavily AI (AI-native search engine optimized for agents) - Extracts competitive intelligence events using DeepSeek LLM analysis: - Product launches and feature releases - Partnerships and collaborations - Funding rounds and financial news - Key executive hires/departures - Acquisitions and mergers - Indexes both raw articles and extracted events in PostgreSQL - Enables queries like: - \"What has OpenAI been doing recently?\" - \"Which competitors are making the most news?\" - \"Find all partnership announcements\" - \"What are the most significant competitive moves this week?\" Prerequisites 1. Python 3.11+ 2. For sample mode : no credentials required 3. For live CocoIndex mode : - PostgreSQL database - Tavily API key from tavily.com (free tier: 1,000 searches/month) - OpenRouter API key for LLM extraction via GPT-4o-mini (cost-effective: $0.15 per 1M input tokens, $0.60 per 1M output tokens) Try It Locally Fi","default_branch":null,"files":null,"tree":[],"storefront":"/r/Laksh-star","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Laksh-star/competitive-intelligence/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}