Content & Writing · GitHub ·6 ★

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, Hotpot

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Details

Author
avnlp
Category
Content & Writing
Platform
GitHub
Framework
dspy
Language
python
Stars
6
First indexed
2026-05-15
Last active
2026-04-06
Directory sync
2026-05-15
@avnlp

Overview

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, Hotpot

Quick start

git

git clone https://github.com/avnlp/dspy-opt

Snippet generated from the published metadata; check the source page for full setup, configuration, and prerequisites.

What dspy-opt can do

frameworkwritingpromptdatarag
  • Framework — framework task automation.
  • Writing — Drafts and polishes long-form text in your style.
  • Prompt — prompt task automation.
  • Data — Reads, transforms, and analyses structured data.
  • Rag — Retrieves grounded context before answering.

Frequently asked questions

What is 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, Hotpot
How do I install dspy-opt?
Use git: `git clone https://github.com/avnlp/dspy-opt`. Full setup details on the source page linked above.
Is dspy-opt open source?
dspy-opt is published on GitHub.
What are alternatives to dspy-opt?
Comparable agents include PaddleOCR, telegraf, ai-notes. Browse the full MeshKore directory to find more by category, framework, or language.

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Profile data for dspy-opt is sourced from GitHub, published by avnlp.

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