add support for LocalAI (#1608)

### What problem does this PR solve?

#762 

### Type of change
- [x] New Feature (non-breaking change which adds functionality)

---------

Co-authored-by: Zhedong Cen <cenzhedong2@126.com>
This commit is contained in:
黄腾
2024-07-19 15:50:28 +08:00
committed by GitHub
parent 915354bec9
commit 3fcdba1683
9 changed files with 166 additions and 6 deletions

View File

@ -20,7 +20,7 @@ from api.utils.api_utils import server_error_response, get_data_error_result, va
from api.db import StatusEnum, LLMType
from api.db.db_models import TenantLLM
from api.utils.api_utils import get_json_result
from rag.llm import EmbeddingModel, ChatModel, RerankModel
from rag.llm import EmbeddingModel, ChatModel, RerankModel,CvModel
@manager.route('/factories', methods=['GET'])
@ -126,6 +126,9 @@ def add_llm():
api_key = '{' + f'"bedrock_ak": "{req.get("bedrock_ak", "")}", ' \
f'"bedrock_sk": "{req.get("bedrock_sk", "")}", ' \
f'"bedrock_region": "{req.get("bedrock_region", "")}", ' + '}'
elif factory == "LocalAI":
llm_name = req["llm_name"]+"___LocalAI"
api_key = "xxxxxxxxxxxxxxx"
else:
llm_name = req["llm_name"]
api_key = "xxxxxxxxxxxxxxx"
@ -176,6 +179,21 @@ def add_llm():
except Exception as e:
msg += f"\nFail to access model({llm['llm_name']})." + str(
e)
elif llm["model_type"] == LLMType.IMAGE2TEXT.value:
mdl = CvModel[factory](
key=None, model_name=llm["llm_name"], base_url=llm["api_base"]
)
try:
img_url = (
"https://upload.wikimedia.org/wikipedia/comm"
"ons/thumb/d/dd/Gfp-wisconsin-madison-the-nature-boardwalk.jpg/256"
"0px-Gfp-wisconsin-madison-the-nature-boardwalk.jpg"
)
m, tc = mdl.describe(img_url)
if not tc:
raise Exception(m)
except Exception as e:
msg += f"\nFail to access model({llm['llm_name']})." + str(e)
else:
# TODO: check other type of models
pass