👐 Create the agent's knowledge base

One of the tools that the AI research agent has access to is a question-answering tool that retrieves information from a knowledge base (MongoDB collection) and uses it to answer questions. But first, we need to create the knowledge base.

Fill in any <CODE_BLOCK_N> placeholders and run the cells under the Step 3: Create a knowledge base section in the notebook to download a dataset of Arxiv papers from Hugging Face and ingest it into a MongoDB collection which will serve as our agent's knowledge base.

The answers for code blocks in this section are as follows:

CODE_BLOCK_4

Answer

MongoClient(MONGODB_URI)

CODE_BLOCK_5

Answer

client[DB_NAME][COLLECTION_NAME]

CODE_BLOCK_6

Answer

collection.delete_many({})

CODE_BLOCK_7

Answer

collection.insert_many(records)