6 Commits

Author SHA1 Message Date
QuantumGhost
349c3cf7b8
feat(api): Add image multimodal support for LLMNode (#17372)
Enhance `LLMNode` with multimodal capability, introducing support for
image outputs.

This implementation extracts base64-encoded images from LLM responses,
saves them to the storage service, and records the file metadata in the
`ToolFile` table. In conversations, these images are rendered as
markdown-based inline images.
Additionally, the images are included in the LLMNode's output as
file variables, enabling subsequent nodes in the workflow to utilize them.

To integrate file outputs into workflows, adjustments to the frontend code
are necessary.

For multimodal output functionality, updates to related model configurations
are required. Currently, this capability has been applied exclusively to
Google's Gemini models.

Close #15814.

Signed-off-by: -LAN- <laipz8200@outlook.com>
Co-authored-by: -LAN- <laipz8200@outlook.com>
2025-04-30 17:28:02 +08:00
非法操作
c1559a7c8e
fix: LLMResultChunk cause concatenate str and list exception (#18852) 2025-04-27 11:32:14 +08:00
yihong
56e15d09a9
feat: mypy for all type check (#10921) 2024-12-24 18:38:51 +08:00
Bowen Liang
2cf1187b32
chore(api/core): apply ruff reformatting (#7624) 2024-09-10 17:00:20 +08:00
Bowen Liang
f976740b57
improve: mordernizing validation by migrating pydantic from 1.x to 2.x (#4592) 2024-06-14 01:05:37 +08:00
takatost
d069c668f8
Model Runtime (#1858)
Co-authored-by: StyleZhang <jasonapring2015@outlook.com>
Co-authored-by: Garfield Dai <dai.hai@foxmail.com>
Co-authored-by: chenhe <guchenhe@gmail.com>
Co-authored-by: jyong <jyong@dify.ai>
Co-authored-by: Joel <iamjoel007@gmail.com>
Co-authored-by: Yeuoly <admin@srmxy.cn>
2024-01-02 23:42:00 +08:00