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sergiopaniego merged 1 commit into from
Nov 13, 2025
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Update retrieval_agents.mdx #611

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4 changes: 2 additions & 2 deletions units/en/unit2/smolagents/retrieval_agents.mdx
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Expand Up @@ -69,8 +69,8 @@ This approach combines predefined knowledge with semantic search to provide cont
In this example, we'll create a tool that retrieves party planning ideas from a custom knowledge base. We'll use a BM25 retriever to search the knowledge base and return the top results, and `RecursiveCharacterTextSplitter` to split the documents into smaller chunks for more efficient search.

```python
from langchain.docstore.document import Document
from langchain.text_splitter import RecursiveCharacterTextSplitter
from langchain_community.docstore.document import Document
from langchain_text_splitters import RecursiveCharacterTextSplitter
from smolagents import Tool
from langchain_community.retrievers import BM25Retriever
from smolagents import CodeAgent, InferenceClientModel
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