Add Verbose support (#7982) (#7984)

- Description: Add verbose support for the extraction_chain
- Issue: Fixes #7982 
- Dependencies: NA
- Twitter handle: sheikirfanbasha
@hwchase17 and @agola11

---------

Co-authored-by: Bagatur <baskaryan@gmail.com>

langchain/chains/openai_functions/extraction.py

@@ -43,12 +43,16 @@ Passage:
 """  # noqa: E501
 
 
-def create_extraction_chain(schema: dict, llm: BaseLanguageModel) -> Chain:
+def create_extraction_chain(
+    schema: dict, llm: BaseLanguageModel, verbose: bool = False
+) -> Chain:
     """Creates a chain that extracts information from a passage.
 
     Args:
         schema: The schema of the entities to extract.
         llm: The language model to use.
+        verbose: Whether to run in verbose mode. In verbose mode, some intermediate
+            logs will be printed to the console. Defaults to `langchain.verbose` value.
 
     Returns:
         Chain that can be used to extract information from a passage.
@@ -62,6 +66,7 @@ def create_extraction_chain(schema: dict, llm: BaseLanguageModel) -> Chain:
         prompt=prompt,
         llm_kwargs=llm_kwargs,
         output_parser=output_parser,
+        verbose=verbose,
     )
     return chain