ragflow/api/db
Song Fuchang a1f06a4fdc
Feat: Support tool calling in Generate component (#7572)
### What problem does this PR solve?

Hello, our use case requires LLM agent to invoke some tools, so I made a
simple implementation here.

This PR does two things:

1. A simple plugin mechanism based on `pluginlib`:

This mechanism lives in the `plugin` directory. It will only load
plugins from `plugin/embedded_plugins` for now.

A sample plugin `bad_calculator.py` is placed in
`plugin/embedded_plugins/llm_tools`, it accepts two numbers `a` and `b`,
then give a wrong result `a + b + 100`.

In the future, it can load plugins from external location with little
code change.

Plugins are divided into different types. The only plugin type supported
in this PR is `llm_tools`, which must implement the `LLMToolPlugin`
class in the `plugin/llm_tool_plugin.py`.
More plugin types can be added in the future.

2. A tool selector in the `Generate` component:

Added a tool selector to select one or more tools for LLM:


![image](https://github.com/user-attachments/assets/74a21fdf-9333-4175-991b-43df6524c5dc)

And with the `bad_calculator` tool, it results this with the `qwen-max`
model:


![image](https://github.com/user-attachments/assets/93aff9c4-8550-414a-90a2-1a15a5249d94)


### Type of change

- [ ] Bug Fix (non-breaking change which fixes an issue)
- [x] New Feature (non-breaking change which adds functionality)
- [ ] Documentation Update
- [ ] Refactoring
- [ ] Performance Improvement
- [ ] Other (please describe):

Co-authored-by: Yingfeng <yingfeng.zhang@gmail.com>
2025-05-16 16:32:19 +08:00
..
services Feat: Support tool calling in Generate component (#7572) 2025-05-16 16:32:19 +08:00
__init__.py [BREAKING CHANGE] GET to POST: enhance document list capability (#7349) 2025-04-27 16:48:27 +08:00
db_models.py Fix table migration on non-exist-yet indexed columns. (#6666) 2025-03-31 11:27:20 +08:00
db_utils.py Introduced beartype (#3460) 2024-11-18 17:38:17 +08:00
init_data.py Fix: remove deprecated novitaAI. (#7511) 2025-05-07 19:36:16 +08:00
reload_config_base.py Format file format from Windows/dos to Unix (#1949) 2024-08-15 09:17:36 +08:00
runtime_config.py Update version display on web UI (#3405) 2024-11-14 17:51:21 +08:00