lancedb support

[thinkall]

          @thinkall yes

its works but its always gives same output

from autogen.agentchat.contrib.retrieve_assistant_agent import RetrieveAssistantAgent
from autogen.agentchat.contrib.retrive_lancedb import LancedbRetrieveUserProxyAgent
from autogen.agentchat.contrib.retrive_lancedb import create_lancedb
autogen.ChatCompletion.start_logging()

# 1. create an RetrieveAssistantAgent instance named "assistant"
assistant = RetrieveAssistantAgent(
    name="assistant",
    system_message="You are a helpful assistant.",
    llm_config={
        "request_timeout": 600,
        "seed": 42,
        "config_list": config_list,
    },
)


ragproxyagent = LancedbRetrieveUserProxyAgent(
    name="ragproxyagent",
    human_input_mode="NEVER",
    max_consecutive_auto_reply=10,
    retrieve_config={
        "task": "qa",
        "docs_path": "https://raw.githubusercontent.com/microsoft/autogen/main/README.md",  # change this to your own path, such as https://raw.githubusercontent.com/microsoft/autogen/main/README.md
        "chunk_token_size": 2000,
        "client": "__",
        "embedding_model": "all-mpnet-base-v2",
    },
)

also im not user , adding 'client:'--' it is taking lancedb
? or should i need to define it again tere, also its not override any previous data thats reason i guess its always giving same output

i tried this way but working

table = db.open_table("my_table", mode="overwrite")

db = lancedb.connect('/tmp/lancedb')
table = db.create_table("pandas_docs", data=[
    {"vector": embeddings.embed_query("Hello World"), "text": "Hello World", "id": "1"}
], mode="overwrite")
docsearch = LanceDB.from_documents(documents, embeddings, connection=table)

Originally posted by @akashAD98 in #25 (comment)

[thinkall]

@akashAD98 let's discuss in this new thread rather than the closed one. I would suggest you read this https://github.com/microsoft/autogen/blob/main/autogen/agentchat/contrib/qdrant_retrieve_user_proxy_agent.py and implement the support for lancedb.

[akashAD98]

@thinkall okay thanks ill check it

[akashAD98]

i saw the repo, still im not sure why its not overwrite the existing data & use new data & there embeddings
every time getting same results

[akashAD98]

@thinkall can you give me some hints where its going wrong

[thinkall]

@thinkall can you give me some hints where its going wrong

The code in the test is just for demonstrating, in your case, you need to update the code. If you're just copying the code from the test file, it won't work.

[akashAD98]

okay

[thinkall]

Closing this issue due to inactivity. If you have further questions, please open a new issue or join the discussion in AutoGen Discord server: https://discord.com/invite/Yb5gwGVkE5