egmaminta / GEPA-LiteLinks
A lightweight implementation of the GEPA (Genetic-Pareto) prompt optimization method for large language models.
☆48Updated 4 months ago
Alternatives and similar repositories for GEPA-Lite
Users that are interested in GEPA-Lite are comparing it to the libraries listed below
Sorting:
- Tools to make language models a bit easier to use☆61Updated this week
- LLM prompt language based on Jinja. Banks provides tools and functions to build prompts text and chat messages from generic blueprints. I…☆119Updated 2 weeks ago
- A pythonic library providing light-weighted interface with LLMs☆131Updated 7 months ago
- Code for evaluating with Flow-Judge-v0.1 - an open-source, lightweight (3.8B) language model optimized for LLM system evaluations. Crafte…☆78Updated last year
- Query language for blending SQL and LLMs across structured + unstructured data, with type constraints.☆124Updated this week
- Detect and redact PII locally with SOTA performance☆87Updated 9 months ago
- Simple UI for debugging correlations of text embeddings☆306Updated 7 months ago
- Python library that allows you to get structured responses in the form of Pydantic models and Python types from Anthropic, Google Vertex …☆80Updated 3 months ago
- Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models☆115Updated 8 months ago
- A simple Python sandbox for helpful LLM data agents☆299Updated last year
- ☆53Updated 10 months ago
- DSPY on action with OpenSource LLMs.☆102Updated last year
- Train your own SOTA deductive reasoning model☆107Updated 9 months ago
- ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)☆89Updated 2 weeks ago
- ☆210Updated 6 months ago
- Chat Markup Language conversation library☆55Updated last year
- Tools for LLM agents.☆61Updated last year
- Python Deep Agent framework built on top of Pydantic-AI designed to help you quickly build production-grade autonomous agents with planni…☆138Updated this week
- An AI agent library using Python as the common language to define executable actions and tool interfaces.☆115Updated last month
- ☆24Updated 11 months ago
- DSPydantic: Auto-Optimize Your Pydantic Models with DSPy☆225Updated 2 weeks ago
- Evaluation of bm42 sparse indexing algorithm☆72Updated last year
- A DSPy-based implementation of the tree of thoughts method (Yao et al., 2023) for generating persuasive arguments☆95Updated 2 months ago
- Kura is a simple reproduction of the CLIO paper which uses language models to label user behaviour before clustering them based on embedd…☆379Updated 3 months ago
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆201Updated last year
- Using various instructor clients evaluating the quality and capabilities of extractions and reasoning.☆52Updated last year
- Super basic implementation (gist-like) of RLMs with REPL environments.☆290Updated 2 months ago
- Training LLMs to reason and analyze data with notebooks☆58Updated 3 months ago
- Demo of knowledge graph creation and Graph RAG with BAML and Kuzu☆73Updated 3 months ago
- A prompting library☆188Updated 5 months ago