Can someone please explain what this output means? i have a directory called docs in the same folder as the notebook, the doc_ids list of lists is empty, but i have documents in that folder.
In the RetrieveAssistantAgent docstring:
docs_path (Optional, str): the path to the docs directory. It can also be the path to a single file, or the url to a single file. If key not provided, a default path `./docs` will be used.
Looking at the create_vector_db_from_dir() function, which is used by RetrieveAssistantAgent, i can't make out if it's that a certain file type is expected.
from autogen.agentchat.contrib.retrieve_assistant_agent import RetrieveAssistantAgent
from autogen.agentchat.contrib.retrieve_user_proxy_agent import RetrieveUserProxyAgent
import autogen
import chromadb
# Start logging
autogen.ChatCompletion.start_logging()
# Create an instance of RetrieveAssistantAgent
assistant = RetrieveAssistantAgent(
name="assistant",
system_message="You are a helpful assistant.",
llm_config={
"request_timeout": 600,
"seed": 42,
"config_list": config_list,
},
)
# Create an instance of RetrieveUserProxyAgent
ragproxyagent = RetrieveUserProxyAgent(
name="ragproxyagent",
human_input_mode="NEVER",
max_consecutive_auto_reply=10,
retrieve_config={
"task": "code",
"docs_path": "./docs/", # Assuming documentation is stored in a 'docs' directory
"chunk_token_size": 2000,
"model": config_list[0]["model"],
"client": chromadb.PersistentClient(path="/tmp/chromadb"),
"embedding_model": "all-mpnet-base-v2",
},
)
# Simulate a user asking a question and initiate chat
user_question = "Can you provide a sample Python code for printing 'Hello, World!'?"
ragproxyagent.initiate_chat(assistant, problem=user_question)Collection autogen-docs already exists.
doc_ids: [[]]
No more context, will terminate.
ragproxyagent (to assistant):
TERMINATE
Any help would be appreciated.
Can someone please explain what this output means? i have a directory called docs in the same folder as the notebook, the
doc_idslist of lists is empty, but i have documents in that folder.In the
RetrieveAssistantAgentdocstring:docs_path (Optional, str): the path to the docs directory. It can also be the path to a single file, or the url to a single file. If key not provided, a default path `./docs` will be used.Looking at the
create_vector_db_from_dir()function, which is used byRetrieveAssistantAgent, i can't make out if it's that a certain file type is expected.Any help would be appreciated.