egmaminta / GEPA-LiteLinks
A lightweight implementation of the GEPA (Genetic-Pareto) prompt optimization method for large language models.
☆53Updated 5 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:
- LLM prompt language based on Jinja. Banks provides tools and functions to build prompts text and chat messages from generic blueprints. I…☆121Updated this week
- Tools to make language models a bit easier to use☆64Updated last week
- Query language for blending SQL and local language models across structured + unstructured data, with type constraints.☆157Updated this week
- DSPydantic: Auto-Optimize Your Prompts and Pydantic Models with DSPy☆242Updated this week
- DSPY on action with OpenSource LLMs.☆103Updated last year
- Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models☆114Updated 9 months ago
- Multi-threaded matrix multiplication and cosine similarity calculations for dense and sparse matrices. Appropriate for calculating the K …☆86Updated last year
- Training setup for Langchain's Open Deep Research☆74Updated 5 months ago
- ☆24Updated last year
- Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with pl…☆247Updated last week
- Code for evaluating with Flow-Judge-v0.1 - an open-source, lightweight (3.8B) language model optimized for LLM system evaluations. Crafte…☆83Updated last year
- Detect and redact PII locally with SOTA performance☆88Updated 10 months ago
- simplifies the process of creating and managing LLM workflows.☆113Updated last year
- Benchmark and optimize LLM inference across frameworks with ease☆158Updated 4 months ago
- ☆39Updated last year
- Python library that allows you to get structured responses in the form of Pydantic models and Python types from Anthropic, Google Vertex …☆81Updated 4 months ago
- A prompting library☆189Updated 7 months ago
- ReDel is a toolkit for researchers and developers to build, iterate on, and analyze recursive multi-agent systems. (EMNLP 2024 Demo)☆90Updated last month
- Verbosity control for AI agents☆66Updated last year
- 🔎 A deep-dive into HyDE for Advanced LLM RAG + 💡 Introducing AutoHyDE, a semi-supervised framework to improve the effectiveness, covera…☆34Updated last year
- High level library for batched embeddings generation, blazingly-fast web-based RAG and quantized indexes processing ⚡☆69Updated 2 months ago
- Routing on Random Forest (RoRF)☆239Updated last year
- Chat Markup Language conversation library☆55Updated 2 years ago
- A simple Python sandbox for helpful LLM data agents☆304Updated last year
- DSPy program/pipeline inspector widget for Jupyter/VSCode Notebooks.☆44Updated last year
- ☆53Updated 11 months ago
- Voyage AI Official Python Library☆91Updated this week
- Graphlit Platform☆30Updated last year
- Source code of "How to Correctly do Semantic Backpropagation on Language-based Agentic Systems" 🤖☆76Updated last year
- Leverage your LangChain trace data for fine tuning☆46Updated last year