fix(sdk): removing deprecating param from our sdk and docs changes with it (#4740)

mem0/configs/base.py

@@ -3,11 +3,11 @@ from typing import Any, Dict, Optional
 
 from pydantic import BaseModel, Field
 
+from mem0.configs.rerankers.config import RerankerConfig
 from mem0.embeddings.configs import EmbedderConfig
 from mem0.graphs.configs import GraphStoreConfig
 from mem0.llms.configs import LlmConfig
 from mem0.vector_stores.configs import VectorStoreConfig
-from mem0.configs.rerankers.config import RerankerConfig
 
 # Set up the directory path
 home_dir = os.path.expanduser("~")
@@ -56,8 +56,8 @@ class MemoryConfig(BaseModel):
         description="The version of the API",
         default="v1.1",
     )
-    custom_fact_extraction_prompt: Optional[str] = Field(
-        description="Custom prompt for the fact extraction",
+    custom_instructions: Optional[str] = Field(
+        description="Custom instructions for fact extraction",
         default=None,
     )
     custom_update_memory_prompt: Optional[str] = Field(

mem0/configs/vector_stores/elasticsearch.py

@@ -17,7 +17,7 @@ class ElasticsearchConfig(BaseModel):
     use_ssl: bool = Field(True, description="Use SSL for connection")
     auto_create_index: bool = Field(True, description="Automatically create index during initialization")
     custom_search_query: Optional[Callable[[List[float], int, Optional[Dict]], Dict]] = Field(
-        None, description="Custom search query function. Parameters: (query, limit, filters) -> Dict"
+        None, description="Custom search query function. Parameters: (query, top_k, filters) -> Dict"
     )
     headers: Optional[Dict[str, str]] = Field(None, description="Custom headers to include in requests")