Contact person: Selling my High-End AI RAG Auto-Bidder

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Location: Solothurn, Switzerland

Budget: Recommended by industry experts

Time to start: As soon as possible

Project description:
"You can buy my sophisticated Auto-Bidder, which writes high-quality bids only for the best clients.

This is not just a bidding tool; it is a sophisticated, AI-powered command center,
representing over 250 hours of expert development, designed to give you a decisive
competitive edge. We merge deep-learning AI, semantic analysis, and real-time data
processing to identify the most profitable projects and win them with perfectly
crafted, hyper-personalized proposals.

The Core Engine: Your Unfair Advantage

* Fully Automated 24/7 Bidding Agent: The system operates tirelessly around the clock.
From the instant a new project is posted to the final bid submission, the entire
workflow is executed via API, requiring zero manual intervention.
* Light-Speed Bidding via WebSocket: By directly intercepting project feeds using a
pyppeteer-based WebSocket reader, we detect new jobs in real-time. Your bids are
submitted within 20 seconds (with OpenAI) to 60 seconds (with Deepseek) of a project's
publication—outpacing 99% of the competition.
* Multi-Step RAG Engine for Superior Proposals: At its heart is a sophisticated 6-prompt
Retrieval-Augmented Generation (RAG) process. It doesn't just analyze the project; it
deeply understands the client's nuanced requirements and dynamically enriches your
proposal with the most relevant reference projects, skills, and qualifications from
your company's vector database.
* Flexible AI Provider Integration: Choose between industry-leading language models like
OpenAI's GPT series or Deepseek to perfectly tune the tone, style, and technical depth
of your proposals.

The Command Center: A Beautiful & Mobile-Friendly UI

* Elegant & Intuitive Frontend: The entire system is managed through a beautifully
designed, responsive web interface built with Vue.js and Bootstrap-Vue. It’s crafted to
be both powerful on the desktop and fully functional on mobile devices, allowing you to
monitor and control your bidding strategy from anywhere.
* At-a-Glance Visual Feedback: The UI provides instant clarity with visual cues like a
pulsating robot icon for active auto-bidding, colored frames highlighting high-quality
projects, and real-time desktop notifications for key events.

Intelligent Vetting & Analysis: Bid Only on Winners

* Semantic Correlation Analysis: The system intelligently compares each new project
against your internal knowledge base. Using a TfidfVectorizer and cosine similarity,
it scores how well a project aligns with your company's core competencies,
technologies, and past successes.
* Automated Quality & Authenticity Scoring: We filter out the noise. Every project
passes through a rigorous multi-gate evaluation, automatically scoring it on criteria
like bid count, budget viability, client reputation, country, and language. Only
projects that meet your pre-defined quality threshold are considered.
* Dynamic Project Tagging: Projects are automatically tagged with classifiers like
high-paying, urgent, german, enterprise, high-correlation, and top-reputation for
immediate identification and strategic prioritization.

Centralized Knowledge Hub: Your Company's Digital Brain

* Qdrant Vector Store: All your company's institutional knowledge—reference projects,
technical domains, employee qualifications, and educational background—is embedded and
stored in a local, high-speed Qdrant vector database. This "single source of truth" is
the foundation for the exceptional relevance of the AI-generated bids.
* Effortless Knowledge Management: The Vue.js admin panel allows you to effortlessly
manage your entire knowledge base. Add new reference projects, tag skills, and update
company competencies. Data is securely stored in a SQL database and automatically
synchronized with the Qdrant vector store every three days to ensure it's always
current.

Advanced Automation Suite: Beyond Bidding

* Automated, Headless Question Posting: If a promising project lacks clarity, the system
automatically posts an intelligent, context-aware question to the clarification board.
This is done silently in the background using a headless Chrome instance with a copied
user session, requiring no user interaction and leaving your workflow uninterrupted.
* Real-Time Client Messaging Center: An integrated message poller instantly captures
client responses and new messages, feeding them directly into a dedicated messaging app
within your admin panel. It even provides AI-powered response suggestions to accelerate
your communication.

Enterprise-Grade Reliability: Built for 24/7 VPS Operation

* Designed for VPS Deployment: The entire stack is optimized for deployment on a Virtual
Private Server (VPS). With Dockerized components (like Qdrant), lightweight Python
dependencies, and robust process managers, it’s built for stable, long-term operation
in a Linux environment.
* 24/7 Uptime Assurance: Custom-built process managers using caffeinate and subprocess
ensure the system remains active and operational even when a Mac is locked or asleep.
It includes an auto-restart mechanism to recover gracefully from unexpected failures.
* Global Rate-Limit Coordination: A smart, file-based system synchronizes API calls
across all processes (Python & Node.js). It proactively prevents API bans by
coordinating requests and gracefully pausing operations when limits are approached.
* Live Heartbeat Monitoring: A central [login to view URL] tracks the real-time health
of every critical system component (Bidder, WebSocket Reader, Frontend Server),
providing immediate insight into the status of the entire operation.
* Complete Logging & Transparency: Every decision, every evaluated project, and every
rate-limit event is meticulously documented in structured JSON logs. This provides full
transparency and enables detailed analysis to continuously refine your bidding strategy." (client-provided description)