chore: import upstream snapshot with attribution
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# 100% private Agentic RAG API
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This is a simple API that uses CrewAI and LitServe to create a 100% private Agentic RAG API.
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## How to use
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1. Clone the repo
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2. Install the dependencies:
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```bash
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pip install crewai crewai-tools litserve
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```
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Download Ollama and run the following command to download the Qwen3 model:
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```bash
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ollama pull qwen3
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```
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3. Run the server:
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```bash
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python server.py
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```
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4. Run the client:
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```bash
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python client.py --query "What is the Qwen3?"
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```
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---
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## 📬 Stay Updated with Our Newsletter!
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**Get a FREE Data Science eBook** 📖 with 150+ essential lessons in Data Science when you subscribe to our newsletter! Stay in the loop with the latest tutorials, insights, and exclusive resources. [Subscribe now!](https://join.dailydoseofds.com)
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[](https://join.dailydoseofds.com)
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---
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## Contribution
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Contributions are welcome! Please fork the repository and submit a pull request with your improvements.
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