explosion / spacy-llm
๐ฆ Integrating LLMs into structured NLP pipelines
โ1,073Updated last month
Related projects: โ
- Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024โ1,256Updated this week
- [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddingsโ1,838Updated 3 weeks ago
- LLM(๐ฝ)โ1,603Updated this week
- Fast lexical search library implementing BM25 in Python using Numpy and Scipyโ770Updated this week
- SpanMarker for Named Entity Recognitionโ384Updated last month
- Efficient few-shot learning with Sentence Transformersโ2,143Updated this week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifiโฆโ1,408Updated this week
- Efficient Retrieval Augmentation and Generation Frameworkโ1,264Updated last week
- Developer APIs to Accelerate LLM Projectsโ1,329Updated last month
- Fast, Accurate, Lightweight Python library to make State of the Art Embeddingโ1,371Updated this week
- Curate better data for LLMsโ934Updated 6 months ago
- โ478Updated 3 weeks ago
- A tiny library for coding with large language models.โ1,206Updated 2 months ago
- Fine-Tuning Embedding for RAG with Synthetic Dataโ456Updated last year
- Open-source tool to visualise your RAG ๐ฎโ1,059Updated 6 months ago
- MTEB: Massive Text Embedding Benchmarkโ1,798Updated this week
- โ323Updated 9 months ago
- Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-โฆโ2,817Updated 2 weeks ago
- Superfast AI decision making and intelligent processing of multi-modal data.โ1,890Updated last week
- SGPT: GPT Sentence Embeddings for Semantic Searchโ838Updated 7 months ago
- A lightweight, low-dependency, unified API to use all common reranking and cross-encoder models.โ845Updated last week
- Lite & Super-fast re-ranking for your search & retrieval pipelines. Supports SoTA Listwise and Pairwise reranking based on LLMs and croโฆโ571Updated 2 weeks ago
- โ737Updated 8 months ago
- Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasetsโ3,797Updated this week
- โ429Updated 8 months ago
- โ772Updated 10 months ago
- An LLM-powered advanced RAG pipeline built from scratchโ786Updated 7 months ago
- A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.โ1,552Updated last month
- A comprehensive guide to building RAG-based LLM applications for production.โ1,671Updated last month
- โ746Updated this week