isaacus-dev / semchunkLinks
A fast, lightweight and easy-to-use Python library for splitting text into semantically meaningful chunks.
☆364Updated last month
Alternatives and similar repositories for semchunk
Users that are interested in semchunk are comparing it to the libraries listed below
Sorting:
- Code for explaining and evaluating late chunking (chunked pooling)☆447Updated 8 months ago
- Benchmark various LLM Structured Output frameworks: Instructor, Mirascope, Langchain, LlamaIndex, Fructose, Marvin, Outlines, etc on task…☆178Updated 11 months ago
- ☆235Updated 3 months ago
- Fast Semantic Text Deduplication & Filtering☆803Updated last week
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and cro…☆857Updated 2 months ago
- ☆192Updated this week
- This package, developed as part of our research detailed in the Chroma Technical Report, provides tools for text chunking and evaluation.…☆410Updated 6 months ago
- Fast lexical search implementing BM25 in Python using Numpy, Numba and Scipy☆1,309Updated last week
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.☆1,528Updated 3 months ago
- Late Interaction Models Training & Retrieval☆576Updated this week
- In-Context Learning for eXtreme Multi-Label Classification (XMC) using only a handful of examples.☆434Updated last year
- Metrics to evaluate the quality of responses of your Retrieval Augmented Generation (RAG) applications.☆318Updated 2 months ago
- Easily deploy Haystack pipelines as REST APIs and MCP Tools.☆111Updated this week
- Simple package to extract text with coordinates from programmatic PDFs☆184Updated last week
- A Python library to chunk/group your texts based on semantic similarity.☆96Updated last year
- Visualize Different Text Splitting Methods☆288Updated 8 months ago
- Automated Evaluation of RAG Systems☆654Updated 5 months ago
- Baguetter is a flexible, efficient, and hackable search engine library implemented in Python. It's designed for quickly benchmarking, imp…☆189Updated last year
- Extract structured text from pdfs quickly☆592Updated 3 months ago
- Recipes for learning, fine-tuning, and adapting ColPali to your multimodal RAG use cases. 👨🏻🍳☆331Updated 3 months ago
- An enterprise-grade AI retriever designed to streamline AI integration into your applications, ensuring cutting-edge accuracy.☆290Updated 2 months ago
- Use late-interaction multi-modal models such as ColPali in just a few lines of code.☆822Updated 7 months ago
- RankLLM is a Python toolkit for reproducible information retrieval research using rerankers, with a focus on listwise reranking.☆532Updated last week
- ☆144Updated last week
- Retrieve, Read and LinK: Fast and Accurate Entity Linking and Relation Extraction on an Academic Budget (ACL 2024)☆450Updated last month
- Generalist and Lightweight Model for Text Classification☆157Updated 3 months ago
- Easily embed, cluster and semantically label text datasets☆567Updated last year
- Vision Document Retrieval (ViDoRe): Benchmark. Evaluation code for the ColPali paper.☆236Updated last month
- A python library to define and validate data types in Docling.☆174Updated this week
- This code sets up a simple yet robust server using FastAPI for handling asynchronous requests for embedding generation and reranking task…☆69Updated last year