stephenleo / llm-structured-output-benchmarksLinks
Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on tasks like multi-label classification, named entity recognition, synthetic data generation, etc.
☆173Updated 9 months ago
Alternatives and similar repositories for llm-structured-output-benchmarks
Users that are interested in llm-structured-output-benchmarks are comparing it to the libraries listed below
Sorting:
- LLM-driven automated knowledge graph construction from text using DSPy and Neo4j.☆185Updated last year
- Automated knowledge graph creation SDK☆122Updated 6 months ago
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆144Updated last year
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆426Updated last year
- FastAPI wrapper around DSPy☆247Updated last year
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆107Updated last year
- Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻🍳☆313Updated 2 weeks ago
- ☆268Updated 11 months ago
- A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.☆327Updated last week
- Generalist and Lightweight Model for Text Classification☆133Updated last week
- ☆225Updated last week
- ☆122Updated 3 months ago
- Function Calling Benchmark & Testing☆87Updated 11 months ago
- ☆143Updated 11 months ago
- Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.☆167Updated last year
- A Lightweight Library for AI Observability☆245Updated 4 months ago
- Experimental Code for StructuredRAG: JSON Response Formatting with Large Language Models☆106Updated 2 months ago
- awesome synthetic (text) datasets☆282Updated 7 months ago
- DSPY on action with OpenSource LLMs.☆72Updated last year
- Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform☆86Updated 2 weeks ago
- This repository implements the chain of verification paper by Meta AI☆169Updated last year
- 🦜💯 Flex those feathers!☆248Updated 8 months ago
- Low latency, High Accuracy, Custom Query routers for Humans and Agents. Built by Prithivi Da☆105Updated 2 months ago
- Build a Streamlit Chatbot using Langchain, ColBERT, Ragatouille, and ChromaDB☆120Updated last year
- A simple Python sandbox for helpful LLM data agents☆267Updated last year
- Official repo for the paper PHUDGE: Phi-3 as Scalable Judge. Evaluate your LLMs with or without custom rubric, reference answer, absolute…☆49Updated 11 months ago
- Code for explaining and evaluating late chunking (chunked pooling)☆403Updated 5 months ago
- Synthetic Data for LLM Fine-Tuning☆120Updated last year
- Tuning and Evaluation of RAG pipeline. (Automated optimization to be added soon)☆264Updated last year
- Ready-to-go containerized RAG service. Implemented with text-embedding-inference + Qdrant/LanceDB.☆65Updated 5 months ago