fix: chroma setting url and key

This commit is contained in:
ACBBZ
2024-05-27 08:42:58 +00:00
parent 8fee786a41
commit 76971c87f5
3 changed files with 124 additions and 30 deletions

View File

@ -6,7 +6,10 @@ from .blackbox import Blackbox
from .chat import Chat
from .chroma_query import ChromaQuery
from ..log.logging_time import logging_time
import logging
logger = logging.getLogger
DEFAULT_COLLECTION_ID = "123"
from injector import singleton,inject
@ -24,19 +27,68 @@ class ChromaChat(Blackbox):
def valid(self, *args, **kwargs) -> bool:
data = args[0]
return isinstance(data, list)
@logging_time(logger=logger)
def processing(self, question: str, context: list, settings: dict) -> str:
if settings is None:
settings = {}
# # chat setting
user_model_name = settings.get("model_name")
user_context = context
user_question = question
user_template = settings.get("template")
user_temperature = settings.get("temperature")
user_top_p = settings.get("top_p")
user_n = settings.get("n")
user_max_tokens = settings.get("max_tokens")
user_stop = settings.get("stop")
user_frequency_penalty = settings.get("frequency_penalty")
user_presence_penalty = settings.get("presence_penalty")
# # chroma_query settings
chroma_embedding_model = settings.get("chroma_embedding_model")
chroma_host = settings.get("chroma_host")
chroma_port = settings.get("chroma_port")
chroma_collection_id = settings.get("chroma_collection_id")
chroma_n_results = settings.get("chroma_n_results")
def processing(self, question, context: list) -> str:
if context == None:
context = []
# load or create collection
collection_id = DEFAULT_COLLECTION_ID
if user_question is None:
return JSONResponse(content={"error": "question is required"}, status_code=status.HTTP_400_BAD_REQUEST)
# query it
chroma_result = self.chroma_query(question, collection_id)
chroma_settings_json={
"chroma_embedding_model": chroma_embedding_model,
"chroma_host": chroma_host,
"chroma_port": chroma_port,
"chroma_collection_id": chroma_collection_id,
"chroma_n_results": chroma_n_results
}
fast_question = "问题: "+ question + "。根据问题,总结以下内容和来源:" + chroma_result
response = self.chat(model_name="Qwen1.5-14B-Chat", prompt=fast_question, template='', context=context, temperature=0.8, top_p=0.8, n=1, max_tokens=1024, stop=100,frequency_penalty=0.5,presence_penalty=0.8)
# chroma answer
chroma_result = self.chroma_query(user_question, chroma_settings_json)
# chat prompt
fast_question = f"问题: {user_question}。根据问题,总结以下内容和来源:{chroma_result}"
chat_settings_json = {
"model_name": user_model_name,
"context": user_context,
"template": user_template,
"temperature": user_temperature,
"top_p": user_top_p,
"n": user_n,
"max_tokens": user_max_tokens,
"stop": user_stop,
"frequency_penalty": user_frequency_penalty,
"presence_penalty": user_presence_penalty
}
# chat answer
response = self.chat(fast_question, chat_settings_json)
return response
@ -49,10 +101,8 @@ class ChromaChat(Blackbox):
user_question = data.get("question")
user_context = data.get("context")
if user_question is None:
return JSONResponse(content={"error": "question is required"}, status_code=status.HTTP_400_BAD_REQUEST)
setting: dict = data.get("settings")
return JSONResponse(
content={"response": self.processing(user_question, user_context)},
content={"response": self.processing(user_question, user_context, setting)},
status_code=status.HTTP_200_OK)