A curated collection of AI-powered tools for lead generation, enrichment, and research.
Bonus: At the end, you’ll also find a showcase of personal projects from individual studio members.
An AI-powered lead generation tool built with AutoGen that helps sales teams research potential leads and companies. The system uses multiple AI agents working together to generate comprehensive lead reports.
Key Features:
- Tool-enabled SDR Agent that performs Google searches to gather information
- Account Executive Agent that enriches lead reports with additional insights
- Support for both OpenAI and local LLMs through Ollama
- Command-line interface for easy use
A specialized tool that enriches company data by determining company sizes using the Perplexity API with OpenAI validation.
Key Features:
- Dual AI Processing using Perplexity API and GPT-4
- Smart caching to avoid duplicate API calls
- Incremental processing with progress saving
- Data validation and standardization
- Robust error handling with fallback validation
Learn more about Lead Enrichment
Each project has its own setup instructions and requirements. Please refer to the individual project READMEs for specific setup and usage instructions.
- Python
- AutoGen
- OpenAI API
- Perplexity API
- Ollama (for local LLM hosting)
- Various Python libraries for data processing and API interaction
Check out these additional AI projects for more examples and inspiration:
- AI Operator - A real-time voice conversation system with GPT-4o that features low-latency responses and natural interruption handling
- Insight Mesh - A complete RAG (Retrieval Augmented Generation) stack that helps organizations unlock the value of their internal knowledge
- AI Studio K8s - Kubernetes deployment configuration for AI Studio (private repository - contact Ismail for access)
This repository is for demonstration and development purposes.