Alternatives to RAG
Options that appear in the same research papers as RAG, by co-occurrence.
| Alternative | Difference | Papers (with RAG) | Avg viability |
|---|---|---|---|
| LLM | — | 10 | — |
| PyTorch | — | 8 | — |
| Hugging Face | — | 5 | — |
| Transformers | — | 4 | — |
| Reinforcement Learning | — | 4 | — |
| FAISS | — | 3 | — |
| GitHub | — | 3 | — |
| GPT-4 | — | 3 | — |
| GRPO | — | 3 | — |
| LLMs | — | 3 | — |
| Llama-3 | — | 3 | — |
| NLP | — | 3 | — |
| OpenAI API | — | 2 | — |
| CUDA | — | 2 | — |
| Diffusion Models | — | 2 | — |
| vLLM | — | 2 | — |
| Retrieval-Augmented Generation | — | 2 | — |
| DPO | — | 2 | — |
| Agents | — | 2 | — |
| TensorFlow | — | 1 | — |
| LangChain | — | 1 | — |
| FastAPI | — | 1 | — |
| JAX | — | 1 | — |
| Docker | — | 1 | — |
| Kubernetes | — | 1 | — |
| BM25 | — | 1 | — |
| ReAct | — | 1 | — |
| Qwen | — | 1 | — |
| LoRA | — | 1 | — |
| Large Language Models | — | 1 | — |