From d94a5176dc555594a0cd9919aea7f8bf7f286714 Mon Sep 17 00:00:00 2001 From: Andy Lee Date: Tue, 15 Jul 2025 15:37:17 -0700 Subject: [PATCH] docs: storage reduction data --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 9685480..c201beb 100755 --- a/README.md +++ b/README.md @@ -374,17 +374,17 @@ python examples/run_evaluation.py data/indices/rpj_wiki/rpj_wiki.index The script will print the recall and search time for each query, followed by the average results. -### Storge Usage Comparison +### Storage Usage Comparison -| System | DPR(2M docs) | RPJ-wiki(60M docs) | Chat history() | +| System | DPR(2.1M docs) | RPJ-wiki(60M docs) | Chat history() | | --------------------- | ---------------- | ---------------- | ---------------- | -| Traditional Vector DB(LLamaindex faiss) | x GB | x GB | x GB | -| **Leann** | **xx MB** | **x GB** | **x GB** | -| **Reduction** | **x%** | **x%** | **x%** | +| Traditional Vector DB | 3.8 GB | 201 GB | TBD | +| **LEANN** | **324 MB** | **6 GB** | **TBD** | +| **Reduction** | **91% smaller** | **97% smaller** | **TBD** | ### Memory Usage Comparison -| System | DPR(2M docs) | RPJ-wiki(60M docs) | Chat history() | +| System j | DPR(2M docs) | RPJ-wiki(60M docs) | Chat history() | | --------------------- | ---------------- | ---------------- | ---------------- | | Traditional Vector DB(LLamaindex faiss) | x GB | x GB | x GB | | **Leann** | **xx MB** | **x GB** | **x GB** |