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Commit Graph

11 Commits (8b5c46b2dfa072bceff8f28fb9d4ba89edbd6252)

Author SHA1 Message Date
yihong 5a991295e0
fix: drop some type fixme (#20344) 8 months ago
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>
 9 months ago
非法操作 c1559a7c8e
fix: LLMResultChunk cause concatenate str and list exception (#18852) 9 months ago
yihong 56e15d09a9
feat: mypy for all type check (#10921) 1 year ago
Bowen Liang 2cf1187b32
chore(api/core): apply ruff reformatting (#7624) 1 year ago
-LAN- d7f75d17cc
Chore/remove-unused-code (#5917) 2 years ago
Bowen Liang f976740b57
improve: mordernizing validation by migrating pydantic from 1.x to 2.x (#4592) 2 years ago
Bowen Liang 063191889d
chore: apply ruff's pyupgrade linter rules to modernize Python code with targeted version (#2419) 2 years ago
takatost 1a6ad05a23
feat: service api add llm usage (#2051) 2 years ago
Bowen Liang cc9e74123c
improve: introduce isort for linting Python imports (#1983) 2 years ago
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>
 2 years ago