avnlp/dspy-opt

Advanced RAG pipeline optimization framework using DSPy. Implements modular RAG pipelines with Query-Rewriting, Sub-Query Decomposition, and Hybrid Search via Weaviate. Automates prompt tuning and few-shot selection using MIPRO, COPRO, and BootstrapFewShot optimizers on datasets like FreshQA, HotpotQA, TriviaQA, Wikipedia and PubMedQA.

36
/ 100
Emerging
No Package No Dependents
Maintenance 13 / 25
Adoption 4 / 25
Maturity 9 / 25
Community 10 / 25

How are scores calculated?

Stars

6

Forks

1

Language

Python

License

MIT

Category

production-rag-pipelines

Last pushed

Mar 09, 2026

Commits (30d)

0

GitHub
Production RAG Pipelines · 77 tools

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/rag/avnlp/dspy-opt"

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...

59

intersystems-community/iris-vector-rag

Enterprise RAG pipelines with native IRIS vector search. 6 production implementations with RAGAS...

53

microsoft/RAG_Hack

Hack Together: RAG Hack | Register, Learn, Hack

50

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。

47

BUAADreamer/EasyRAG

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛...

45

Explore RAG Tools

All categories Trending RAG directory Insights