[Feature Request]Add LLM Agent

[k70suK3-k06a7ash1]

Describe the solution you'd like

LLM Agentを追加します
#241

See : https://docs.anthropic.com/claude/docs/tool-use

A clear and concise description of what you want to happen.

Why the solution needed

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Additional context

Add any other context or screenshots about the feature request here.

Implementation feasibility

Are you willing to discuss the solution with us, decide on the approach, and assist with the implementation?

• Yes
• No

[statefb]

Impementation guide:

Rendering

• Do not display the details of the thought process on the FE
• Display the progress in the form of a progress bar
  • It might be good to display the tools being used
• Send the full text from the BE
• No streaming

Tools

• Default is search only (?)
• Contribute to app/agents/tools/examples
  • Initially, get weather, stock prices, etc.
  • Developers need to write scripts themselves and have them cdk deploy
• Scan the tools in a directory like app/agents/tools/prod and return them to the FE
  • On the bot creation screen, the FE can turn the toggle switch ON/OFF
  • While there is no explicit RAG switch, if any switch is ON and Knowledge exists, it will automatically be used as a tool (let the LLM consider it)

[tomaszdudek7]

@statefb - I suppose the most requested tool would be using external search engine (when necessary to answer a given question). I see it is set up as "planned" - what does it mean?

[statefb]

@tomaszdudek7 Yes I agree with you. But almost search engine api e.g. google search API requires secret values, which makes the deployment procedure complex. I'll add a guidance how to setup own tool on this project. It will be released by the end of June.

[k70suK3-k06a7ash1]

@statefb
こちらCloseしておきます！（FE,BEがMergeされた為）