DeepSeek R1 + Ollama = WOW! - Full Guide
AI Summary
Summary of Deep Seek R1 Video Transcript
- Topic: Introduction to Deep Seek R1, a reasoning AI model.
- Deep Seek R1:
- A model capable of reasoning through problems, sometimes at a PhD level.
- Created by Deep Seek, a Chinese AI company.
- Rivals OpenAI’s models in performance.
- Fully open source, MIT licensed, and can be commercialized freely.
- Availability:
- Live and open source on Deep Seek’s website.
- Accessible via web app and API.
- Usage:
- Users can try Deep Seek R1 at chat.deepseek.com (requires account creation).
- The model provides a step-by-step reasoning process for queries.
- For Developers:
- Exciting developments in AI for building applications.
- The video includes a community offer for learning and building AI applications.
- Local Setup:
- Requires at least 16 GB of RAM and a good GPU.
- AMA tool used for pulling and running models locally.
- Demonstrates downloading and running a smaller, manageable version of R1 locally.
- Coding Example:
- Shows how to use the OpenAI SDK to interact with the local R1 model.
- Provides a code snippet for making API calls to the local model.
- Illustrates streaming responses from the model in real-time.
- Conclusion:
- AI is becoming more accessible and affordable.
- Encourages developers to leverage AI tools for productivity and service offerings.
- Invites viewers to engage with the community for deeper AI learning.
Detailed Instructions and URLs
- Deep Seek R1 Access:
- Web app and API details available at deep.com (exact URL not provided).
- Try the model at chat.deepseek.com (requires account creation).
- Local Setup:
- AMA tool required for local model management (no URL provided).
- Llama (or AMA) can be found at ama.com (exact URL not provided).
- Download smaller versions of the R1 model for local use.
- Coding Example:
- Install OpenAI SDK using
pip install openai.- Use the OpenAI SDK to set up a client with a local endpoint.
- Make API calls to the local R1 model using the client.
- Stream responses by iterating through the response object.
(Note: The exact URLs for deep.com and ama.com are not provided in the transcript, and no CLI commands or specific tips are included beyond the general instructions for using the AMA tool and OpenAI SDK.)