update pytoml version && fix colab env && fix pdf extract in pip

2025-07-26 16:33:13 -07:00
parent dc69bdec00
commit cdb92f7cf4
7 changed files with 3196 additions and 3251 deletions
--- a/examples/google_history_reader_leann.py
+++ b/examples/google_history_reader_leann.py
@@ -97,11 +97,13 @@ def create_leann_index_from_multiple_chrome_profiles(profile_dirs: List[Path], i
        # Use HNSW backend for better macOS compatibility
        builder = LeannBuilder(
            backend_name="hnsw",
-            embedding_model="facebook/contriever",
+            embedding_model="text-embedding-3-small",
+            embedding_mode="openai",
+            
            graph_degree=32, 
            complexity=64,
-            is_compact=True,
-            is_recompute=True,
+            is_compact=False,
+            is_recompute=False,
            num_threads=1  # Force single-threaded mode
        )