Create AI Ready Vector Datasets for LLMs with Bright Data Gemini and Pinecone

Build smarter LLMs with better data—automatically.

This powerful automation scrapes web content at scale, bypasses anti-bot measures, extracts key information using AI agents, and stores it in a vector database—ready for fine-tuning or RAG. Perfect for teams training domain-specific models.

What it does:

🌐 Extracts web data using Bright Data’s Web Unlocker
🧠 Uses LLM Chains to format and clean raw content
📦 Outputs structured JSON ready for training pipelines
📈 Stores embeddings in Pinecone for fast, semantic search
📲 Sends webhook notifications with completed data packets

✅ Importable workflow and setup guide included
Ideal for AI startups, LLM builders, and data teams creating high-quality corpora.

Need help connecting your stack? We offer full setup, API integration, and data workflow optimization for a one-time fee.