fix: upgrade rerankers and recommended Cohere model (#142)

lsorber · web-flow · commit 49ddf53f5502 · 2025-05-22T16:50:02.000+02:00
diff --git a/README.md b/README.md
@@ -123,7 +123,7 @@ from rerankers import Reranker
 # Example remote API-based reranker:
 my_config = RAGLiteConfig(
     db_url="postgresql://my_username:my_password@my_host:5432/my_database"
-    reranker=Reranker("cohere", lang="en", api_key=COHERE_API_KEY)
+    reranker=Reranker("rerank-v3.5", model_type="cohere", api_key=COHERE_API_KEY)  # Multilingual
 )
 
 # Example local cross-encoder reranker per language (this is the default):
diff --git a/pyproject.toml b/pyproject.toml
@@ -28,7 +28,7 @@ dependencies = [
   "pydantic (>=2.7.0)",
   # Reranking:
   "langdetect (>=1.0.9)",
-  "rerankers[flashrank] (>=0.6.0)",
+  "rerankers[api,flashrank] (>=0.10.0)",
   # Storage:
   "duckdb (>=1.1.3)",
   "duckdb-engine (>=0.16.0)",

Original file line number	Diff line number	Diff line change
`@@ -123,7 +123,7 @@ from rerankers import Reranker`
`123`	`123`	`# Example remote API-based reranker:`
`124`	`124`	`my_config = RAGLiteConfig(`
`125`	`125`	`db_url="postgresql://my_username:my_password@my_host:5432/my_database"`
`126`		`- reranker=Reranker("cohere", lang="en", api_key=COHERE_API_KEY)`
	`126`	`+ reranker=Reranker("rerank-v3.5", model_type="cohere", api_key=COHERE_API_KEY) # Multilingual`
`127`	`127`	`)`
`128`	`128`
`129`	`129`	`# Example local cross-encoder reranker per language (this is the default):`