Efficient Retrieval Augmentation and Generation Framework
给 AI Agent 用的开源语义搜索工具，用 ColBERT 向量嵌入替代关键词匹配，让 Agent 按语义而非字面检索本地内容。
统一 RAG 检索环节的微调工具，覆盖 Embedding、ColBERT 和 ReRanker 三类模型，省去分别搭训练流程的麻烦。
…osine/dot queries and metadata filters ( 1520). - ColBERT late-interaction embeddings with LFM2.5-ColBERT-350M and a maxSim helper ( 1521). 👉 [Docs](https://docs.swmansi
…ma index/pull/21382)) llama-index-indices-managed-colbert [0.6.0] - chore(deps): bump the pip group across 96 directories with 2 updates ([ 21381](https://github.com/run-
…t by @kacperlukawski @joein Fixes 🔧 534 - update colbert description by @joein 611 - fix onnxruntime and pillow versions for better 3.14 support and avoiding security is
What's Changed Add LFM2-Colbert by @Blaizzy in https://github.com/Blaizzy/mlx-embeddings/pull/39 Full Changelog : https://github.com/Blaizzy/mlx-embeddings/compare/v0.0.4
… (qronos): initial implementation of Qronos by @i-colbert in https://github.com/Xilinx/brevitas/pull/1311 Fix (graph/equalize): correct class check during rotation mergin
…ine-tuning of RAG Retrieval, including Embedding, ColBERT,Cross Encoder