open_deep_research
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langchain-ai
Is it possible to use the knowledge of the LLM instead of web search to write the report?
Sometimes, I am just interested in extracting the knowledge from the LLM, not on web searches. Is this possible?
Also, if it is possible, can we create larger reports (more like books) that are very detailed on the topic?
Thanks
Yes, but for that case you could likely just prompt the LLM directly.
Unless you still want all the configurability of the tool (for report structure, etc)?
We could add a "no search" option where no web search is performed.
Support Mcp to add local knowledge /others mcp service as part of search looks good to enhance
Support Mcp to add local knowledge /others mcp service as part of search looks good to enhance
Im create a seperate issue for this. This would be a great addition.
You could prompt the LLM directly, but you will get short replies, largely structured by the LLM.
As you say, the point is to get larger reports structured by the user. In other words, a way to produce very detailed and configurabe tinybooks that can be used to train smaller LLMs.
Yes, but for that case you could likely just prompt the LLM directly.
Unless you still want all the configurability of the tool (for report structure, etc)?
We could add a "no search" option where no web search is performed.
Support Mcp to add local knowledge /others mcp service as part of search looks good to enhance
Im create a separate issue for this. This would be a great addition.
I am currently working on it :-) Using langchain-mcp-adapters. The prototype works great with the current graph configurations. Might finish it during the weekend and make a PR.
Support Mcp to add local knowledge /others mcp service as part of search looks good to enhance
Im create a separate issue for this. This would be a great addition.
I am currently working on it :-) Using langchain-mcp-adapters. The prototype works great with the current graph configurations. Might finish it during the weekend and make a PR.
I would love a MCP integration here. It is also on my list. Please feel free to put up a PR.
Support Mcp to add local knowledge /others mcp service as part of search looks good to enhance
Im create a separate issue for this. This would be a great addition.
I am currently working on it :-) Using langchain-mcp-adapters. The prototype works great with the current graph configurations. Might finish it during the weekend and make a PR.
@bartolli pls put up a PR if you got around to this!
@rlancemartin Had some personal stuff come up, so I haven't been able to work on the PR. Will update when I can!