Top 3 Jupyter Notebook retrieval-augmented-generation Projects
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KG_RAG
Empower Large Language Models (LLM) using Knowledge Graph based Retrieval-Augmented Generation (KG-RAG) for knowledge intensive tasks
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Roy
Roy: A lightweight, model-agnostic framework for crafting advanced multi-agent systems using large language models. (by JosefAlbers)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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LangChain-SynData-RAG-Eval
LangChain, Llama2-Chat, and zero- and few-shot prompting are used to generate synthetic datasets for IR and RAG system evaluation
Project mention: A list of system prompts used for biomedical RAG (KG-RAG) using LLM | news.ycombinator.com | 2024-01-10
Project mention: My take on Microsoft's `autogen` for multi-agent chat: `Roy` | /r/LocalLLaMA | 2023-10-05So, I spent the weekend putting together Roy. I tried to replicate some of its features but in what I hoped would be a simpler, more straightforward way.
Project mention: Show HN: Synthetic Data Generation Using LangChain for IR and RAG Evaluation | news.ycombinator.com | 2023-12-14
Jupyter Notebook retrieval-augmented-generation related posts
Index
What are some of the best open-source retrieval-augmented-generation projects in Jupyter Notebook? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | KG_RAG | 357 |
| 2 | Roy | 66 |
| 3 | LangChain-SynData-RAG-Eval | 16 |
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