Adaptive RAG
Adaptive RAG is an open-source developer template for building cost-efficient Retrieval-Augmented Generation (RAG) pipelines. It helps AI developers and data engineers optimize LLM usage and maintain accuracy in their applications.
Overview
5 featuresIn the RAG, search & retrieval space, Adaptive RAG takes a focused approach. It focuses on reducing the cost of LLM-based retrieval-augmented generation without sacrificing accuracy. Adaptive RAG is an open-source project aimed at AI developers and data engineers building RAG pipelines. Adaptive RAG is open source under the Open Source license. Adaptive RAG is available on the web and the command line.
Behind Adaptive RAG is Pathway, and it first shipped in 2023. Development happens publicly on GitHub with 62.8k stars and 171 commits in the last 90 days. Among its 5 catalogued features are RAG pipeline, cost optimization, and template-based.
Summary written by a language model from the project’s public pages.
- RAG pipeline
- Cost optimization
- Template-based
- LLM integration
- Open source
Built with & integrations
- Vue
- bdata-v- in the HTML
- Nuxt
- window in the HTML · /_nuxt/ in the HTML · __nuxt in the HTML
- multiple
- bLangChain in the HTML · bLlamaIndex in the HTML
- local_oss
- bollama in the HTML
Trust & compliance
Indexing history
1What PulseGate has recorded for this listing
Frequently asked questions about Adaptive RAG
- What is Adaptive RAG?
- Adaptive RAG focuses on reducing the cost of LLM-based retrieval-augmented generation without sacrificing accuracy. It is catalogued under RAG, search & retrieval on PulseGate.
- Who should use Adaptive RAG?
- Adaptive RAG is an open-source project built for AI developers and data engineers building RAG pipelines.
- Does Adaptive RAG have a free plan?
- Yes — Adaptive RAG is open source under the Open Source license and free to use.
- What platforms does Adaptive RAG run on?
- Adaptive RAG runs on the web and the command line.
- Is Adaptive RAG still maintained?
- The GitHub repository shows 171 commits in the last 90 days.
- Who develops Adaptive RAG?
- Adaptive RAG is developed by Pathway.
- How long has Adaptive RAG been around?
- Adaptive RAG first shipped in 2023.
- Is Adaptive RAG open source?
- Yes — Adaptive RAG is open source under the Open Source license, developed on GitHub.
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