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(refactor) remove preprocessing in retrieval

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This commit is contained in:
ManishMadan2882
2024-12-19 05:20:55 +05:30
parent 89a2f249c1
commit 9096013e13
5 changed files with 3 additions and 30 deletions
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9
application/retriever/classic_rag.py
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@@ -3,7 +3,6 @@ from application.core.settings import settings
from application.vectorstore.vector_creator import VectorCreator
from application.llm.llm_creator import LLMCreator
from application.utils import num_tokens_from_string
class ClassicRAG(BaseRetriever):
@@ -73,15 +72,7 @@ class ClassicRAG(BaseRetriever):
yield {"source": doc}
if len(self.chat_history) > 1:
tokens_current_history = 0
# count tokens in history
for i in self.chat_history:
if "prompt" in i and "response" in i:
tokens_batch = num_tokens_from_string(i["prompt"]) + num_tokens_from_string(
i["response"]
)
if tokens_current_history + tokens_batch < self.token_limit:
tokens_current_history += tokens_batch
messages_combine.append(
{"role": "user", "content": i["prompt"]}
)