Projects in Awesome Lists tagged with colbert
A curated list of projects in awesome lists tagged with colbert .
https://github.com/beir-cellar/beir
A Heterogeneous Benchmark for Information Retrieval. Easy to use, evaluate your models across 15+ diverse IR datasets.
benchmark bert colbert dataset deep-learning dpr elasticsearch information-retrieval llm nlp passage-retrieval pytorch question-generation rag retrieval retrieval-models sbert sentence-transformers zero-shot-retrieval
Last synced: 14 May 2025
https://github.com/intellabs/fastrag
Efficient Retrieval Augmentation and Generation Framework
benchmark colbert diffusion generative-ai information-retrieval knowledge-graph llm multi-modal nlp question-answering semantic-search sentence-transformers summarization transformers
Last synced: 14 May 2025
https://github.com/IntelLabs/fastRAG
Efficient Retrieval Augmentation and Generation Framework
benchmark colbert diffusion generative-ai information-retrieval knowledge-graph llm multi-modal nlp question-answering semantic-search sentence-transformers summarization transformers
Last synced: 24 Mar 2025
https://github.com/superlinear-ai/raglite
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
chainlit colbert evals hybrid-search late-chunking late-interaction llm markdown pdf pgvector postgres postgresql query-adapter rag reranker reranking retrieval-augmented-generation sqlite tsvector vector-search
Last synced: 14 May 2025
https://github.com/juliagenai/colbert.jl
Efficient late-interaction retrieval systems in Julia!
colbert gen-ai information-retrieval llms machine-learning rag
Last synced: 07 Apr 2025
https://github.com/ricardo-larosa/colbert-rag
Index GitHub repositories to ColBERT models and serve them with GRPC or FastAPI
artificial-intelligence colbert fastapi git grpc langchain llms machine-learning rag
Last synced: 17 Feb 2025
https://github.com/miltiadiss/ceid_ne5597-information-retrieval
This project involves creating an inverted index for a text collection, implementing a Vector Space Model (VSM) with custom weighting methods, applying the pre-trained colBERT model for semantic query handling, and comparing the performance of the developed models using two evaluation metrics implemented from scratch.
colbert indexer inverted-index metrics vector-space-model
Last synced: 30 Mar 2025
