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title: Intel + Prediction Guard Hackathon info

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# Intel + Prediction Guard hackathon info

- To utilize SOTA LLMs along with important safeguard (like factual consistency checking, toxicity filters, PII filters, prompt injection detection, etc.), use the following Prediction Guard access token:
    - `q1VuOjnffJ3NO2oFN8Q9m8vghYc84ld13jaqdF7E`
    - (free to use for the hackathon)
- Prediction Guard provides an easy way for you to implement popular LLMs methodologies like RAG and agents. Here are some links that might help as you build out your solutions:
    - Main docs: https://docs.predictionguard.com/
    - "Using LLMs" learning pathway: https://docs.predictionguard.com/usingllms
    - RAG example (PG + LanceDB): https://docs.predictionguard.com/usingllms/augmentation#retrieval-augmentated-generation-rag
    - PG as a LangChain LLM: https://docs.predictionguard.com/guides/langchainllm
    - ManyChat chatbot with PG LLMs: https://docs.predictionguard.com/guides/ManyChat
    - Natural language queries to databases (PG + DuckDB): https://docs.predictionguard.com/guides/ada
- Find Prediction Guard reps at the Intel booth(s) for help!