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MendableAI/Firestarter: πŸ”₯ Create AI Chatbots for Any Website Instantly with RAG-Enhanced Search and OpenAI-Compatible API Streaming Responses

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Firestarter allows users to quickly create an AI chatbot for any website by crawling, indexing its content, and providing a ready-to-use chat interface along with an OpenAI-compatible API. It utilizes tools like Firecrawl for web scraping, Upstash for semantic search, and Vercel AI SDK for real-time responses. Users need an API key from Firecrawl, Upstash, and an LLM provider (like OpenAI or Anthropic). The architecture involves indexing website content into a vector database, creating a unique namespace for data, and answering user queries through a semantic search process. This solution not only provides a user-friendly interface but also allows integration with OpenAI SDKs, making web knowledge programmatic and queryable. Firestarter is fully open-source, inviting contributions and modifications while enabling users to customize settings like crawl depth and available LLM providers. Ideal for building custom applications, it empowers developers with a robust foundation for rapid chatbot deployment.

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