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Tech radar Artificial Intelligence
- Apache Parquet
- DVC
- Polars
- Prodigy
- Pydantic
- Streamlit
- Dedicated vector database
- Presidio
- Segments.ai
- Pandas with NumPy backend
- DINOv2 as image embedding model
- GPT-4
- PyTorch
- Retrievial Augmented Generation
- SHAP
- SpaCy
- YOLO
- Boruta
- Causal Impact
- OpenAI Assistants API
- LLM Fine-Tuning supervised on questions / answers
- LLM Open Source
- Classic Few-shot learning
- Airflow
- Infrastructure as Code
- Poetry
- LangChain
- Qarnot
- vLLM
- LangSmith
- Guidance
- End-to-end ML platform
- Dataiku for industrialized tech teams
- Algortihm Decision Record
- Business metrics
- GitHub Copilot
- Short AI iterations
- Test-Driven Machine Learning
- Sicarator
- MTEB Massive Text Embedding Benchmark
- LLM-as-a-judge
- Metric-free iterations on LLM-based models
- TensorBoard Embedding Projector
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