brandonstarxel / chunking_evaluation
This package, developed as part of our research detailed in the Chroma Technical Report, provides tools for text chunking and evaluation. It allows users to compare different chunking methods and includes implementations of several novel chunking strategies.
☆231Updated 4 months ago
Alternatives and similar repositories for chunking_evaluation:
Users that are interested in chunking_evaluation are comparing it to the libraries listed below
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆147Updated 4 months ago
- ARAGOG- Advanced RAG Output Grading. Exploring and comparing various Retrieval-Augmented Generation (RAG) techniques on AI research paper…☆101Updated 10 months ago
- ☆207Updated 2 months ago
- A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.☆244Updated this week
- ☆97Updated this week
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆406Updated last year
- ☆141Updated 7 months ago
- ☆194Updated 9 months ago
- This repo is the central repo for all the RAG Evaluation reference material and partner workshop☆60Updated 4 months ago
- Tutorial for building LLM router☆181Updated 7 months ago
- 👩🏻🍳 A collection of example notebooks☆428Updated last week
- An Awesome list of curated DSPy resources.☆282Updated this week
- FastAPI wrapper around DSPy☆230Updated 11 months ago
- Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻🍳☆253Updated 2 months ago
- Visualize Different Text Splitting Methods☆223Updated last month
- 🦜💯 Flex those feathers!☆239Updated 3 months ago
- This software contains an agent based on LangGraph & LangChain for solving general requests in the Whatsapp channel of this medical clini…☆188Updated 4 months ago
- ☆115Updated 3 weeks ago
- Repository to demonstrate Chain of Table reasoning with multiple tables powered by LangGraph☆145Updated 10 months ago
- ☆136Updated 2 months ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆100Updated 10 months ago
- 🧪 Experimental features for Haystack☆34Updated this week
- this project will bootstrap and scaffold the projects for specific semantic search and RAG applications along with regular boiler plate c…☆88Updated 2 months ago
- ☆70Updated 4 months ago
- ☆184Updated last year
- Additional packages (components, document stores and the likes) to extend the capabilities of Haystack version 2.0 and onwards☆134Updated this week
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆732Updated 3 weeks ago
- Late Interaction Models Training & Retrieval☆241Updated 2 weeks ago
- Building a chatbot powered with a RAG pipeline to read,summarize and quote the most relevant papers related to the user query.☆166Updated 9 months ago
- An example of multi-agent orchestration with llama-index☆396Updated 3 weeks ago