Artificial Intelligence¶
Personas¶
Companies¶
Models Evaluations¶
LLM Agents¶
How to Build, Evaluate, and Iterate on LLM Agents¶
Miscellaneous Courses¶
DeepLearningAI Courses¶
Building evaluating advanced RAG¶
O’Reilly Courses¶
Large Language Models and ChatGPT¶
- Recommendations
temperature:
creativity: 1;
safe creativity: 0,6;
classification: 0,1 (near 0).
- Use Cases
BERT: Recommendation systems (EBAY use case);
Retrieval Augmented Generation
Hands on NLP with Transformers¶
Introduction to Transformer Models for NLP: Using BERT, GPT, and More to Solve Modern Natural Language Processing Tasks¶
Hugging Face in 4 Hours¶
Resources: - Class - Github Repo -
Slides Week #2
RAG¶
AutoGPT¶
AutoGTP Forge
Ollama¶
Install Ollama:
- ::
curl -fsSL https://ollama.com/install.sh | sh
Run llama3 8b:
- ::
ollama run llama3:latest
Perplexica¶
Errors¶
running¶
- ::
ollama run llama3:latest
Rebuilding
- ::
docker compose down –rmi all docker compose up -d –build
Debug
- ::
docker ps docker logs -f perplexica-perplexica-frontend-1 docker logs -f perplexica-perplexica-backend-1 docker logs -f perplexica-searxng-1 docker exec -it perplexica-perplexica-frontend-1 /bin/bash docker exec -it perplexica-perplexica-backend-1 /bin/bash docker exec -it perplexica-searxng-1 /bin/bash