Upload precompiled FAISS indexes: mini_flat_l2, mini_hnsw_l2, mpnet_flat_l2

.gitattributes

@@ -33,7 +33,9 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
-model/td_index.faiss filter=lfs diff=lfs merge=lfs -text
-model/td_index_mini.faiss filter=lfs diff=lfs merge=lfs -text
-model/td_metadata.json filter=lfs diff=lfs merge=lfs -text
-model/td_metadata_mini.json filter=lfs diff=lfs merge=lfs -text
+model/td_index_mini_flat_l2.faiss filter=lfs diff=lfs merge=lfs -text
+model/td_index_mini_hnsw_l2.faiss filter=lfs diff=lfs merge=lfs -text
+model/td_index_mpnet_flat_l2.faiss filter=lfs diff=lfs merge=lfs -text
+model/td_metadata_mini_flat_l2.json filter=lfs diff=lfs merge=lfs -text
+model/td_metadata_mini_hnsw_l2.json filter=lfs diff=lfs merge=lfs -text
+model/td_metadata_mpnet_flat_l2.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -19,15 +19,20 @@ It is intended for use in local Retrieval-Augmented Generation (RAG) systems to
 
 ## Files
 
-- `model/td_index.faiss`  
-  - FAISS index generated using **all-mpnet-base-v2** embeddings.
-- `model/td_metadata.json`  
-  - Metadata (text chunks, titles, categories) matching `td_index.faiss`.
-
-- `model/td_index_mini.faiss`  
-  - FAISS index generated using **all-MiniLM-L6-v2** embeddings.
-- `model/td_metadata_mini.json`  
-  - Metadata matching `td_index_mini.faiss`.
+- `model/td_index_mini_flat_l2.faiss`  
+  - FAISS index generated using **all-MiniLM-L6-v2** embeddings (Flat L2).
+- `model/td_metadata_mini_flat_l2.json`  
+  - Metadata corresponding to `td_index_mini_flat_l2.faiss`.
+
+- `model/td_index_mini_hnsw_l2.faiss`  
+  - FAISS index generated using **all-MiniLM-L6-v2** embeddings (HNSW L2).
+- `model/td_metadata_mini_hnsw_l2.json`  
+  - Metadata corresponding to `td_index_mini_hnsw.faiss`.
+
+- `model/td_index_mpnet_flat_l2.faiss`  
+  - FAISS index generated using **all-mpnet-base-v2** embeddings (Flat L2).
+- `model/td_metadata_mpnet_flat_l2.json`  
+  - Metadata corresponding to `td_index_mpnet_flat_l2.faiss`.
 
 ---
 

model/td_index_mini_flat_l2.faiss

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f21cdea8dd93dc9e5c45a2fe8596ab1be72c2ca3dec5c18d95dcf78970579a25
+size 391488045

model/td_index_mini_hnsw_l2.faiss

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:389dff14bc21388659af737bb397217cd20e1eaa00ddc2d7683f9eed66e7e275
+size 460855462

model/td_index_mpnet_flat_l2.faiss

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:16750ac2c34a7ea6f5c7efd8d3a1aae4c79afac0648cc994d92577ca0c73ac63
+size 782976045

model/td_metadata_mini_flat_l2.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bb26bb8554ac2e2b4e71ace123981aecc300ffdde2aa619e2913e3b8d1cd1d9
+size 62720003

model/td_metadata_mini_hnsw_l2.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bb26bb8554ac2e2b4e71ace123981aecc300ffdde2aa619e2913e3b8d1cd1d9
+size 62720003

model/td_metadata_mpnet_flat_l2.json

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9bb26bb8554ac2e2b4e71ace123981aecc300ffdde2aa619e2913e3b8d1cd1d9
+size 62720003