Leroll/rag-service
A cloud-native RAG (Retrieval Augmented Generation) service API built on LightRAG framework, offering plug-and-play knowledge-enhanced generation capabilities.
This is a cloud-native RAG (Retrieval Augmented Generation) service API built on LightRAG framework, offering plug-and-play knowledge-enhanced generation capabilities. It takes multi-format documents and generates enhanced responses with streaming support. The primary user for this project is a developer who needs to integrate advanced knowledge retrieval and generation features into their applications.
No commits in the last 6 months.
Use this if you are a developer looking for a ready-to-use, cloud-native API to add Retrieval Augmented Generation (RAG) capabilities to your applications, leveraging your own documents for enhanced responses.
Not ideal if you are an end-user without programming knowledge, as this project is an API service designed for developers to build upon.
Stars
7
Forks
1
Language
Python
License
MIT
Category
Last pushed
Sep 13, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/rag/Leroll/rag-service"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
pguso/rag-from-scratch
Demystify RAG by building it from scratch. Local LLMs, no black boxes - real understanding of...
microsoft/RAG_Hack
Hack Together: RAG Hack | Register, Learn, Hack
intersystems-community/iris-vector-rag
Enterprise RAG pipelines with native IRIS vector search. 6 production implementations with RAGAS...
huangjia2019/rag-project01-framework
[RAG训练营] u.geekbang.org/subject/airag/1009927 这是我用Cursor自行制作的RAG Framework，好处是可以掌控RAG每一个环节的教学细节。
fivetran/dbt_unified_rag
Fivetran dbt package designed to generate an end model and Cortex Search Service (for Snowflake...