diff options
Diffstat (limited to 'rag/generator')
-rw-r--r-- | rag/generator/cohere.py | 5 | ||||
-rw-r--r-- | rag/generator/ollama.py | 8 | ||||
-rw-r--r-- | rag/generator/prompt.py | 6 |
3 files changed, 12 insertions, 7 deletions
diff --git a/rag/generator/cohere.py b/rag/generator/cohere.py index 7028b21..2ed2cf5 100644 --- a/rag/generator/cohere.py +++ b/rag/generator/cohere.py @@ -6,7 +6,7 @@ import cohere from loguru import logger as log from .abstract import AbstractGenerator -from .prompt import Prompt +from .prompt import ANSWER_INSTRUCTION, Prompt class Cohere(metaclass=AbstractGenerator): @@ -15,8 +15,9 @@ class Cohere(metaclass=AbstractGenerator): def generate(self, prompt: Prompt) -> Generator[Any, Any, Any]: log.debug("Generating answer from cohere") + query = f"{prompt.query}\n\n{ANSWER_INSTRUCTION}" for event in self.client.chat_stream( - message=prompt.query, + message=query, documents=[asdict(d) for d in prompt.documents], prompt_truncation="AUTO", ): diff --git a/rag/generator/ollama.py b/rag/generator/ollama.py index abd5599..6340235 100644 --- a/rag/generator/ollama.py +++ b/rag/generator/ollama.py @@ -7,7 +7,7 @@ from loguru import logger as log from rag.retriever.vector import Document from .abstract import AbstractGenerator -from .prompt import Prompt +from .prompt import ANSWER_INSTRUCTION, Prompt class Ollama(metaclass=AbstractGenerator): @@ -23,13 +23,11 @@ class Ollama(metaclass=AbstractGenerator): def __metaprompt(self, prompt: Prompt) -> str: metaprompt = ( - "Answer the question based only on the following context:" + "Answer the question based only on the following context:\n" "<context>\n" f"{self.__context(prompt.documents)}\n\n" "</context>\n" - "Given the context information and not prior knowledge, answer the question." - "If the context is irrelevant to the question, answer that you do not know " - "the answer to the question given the context.\n" + f"{ANSWER_INSTRUCTION}" f"Question: {prompt.query.strip()}\n\n" "Answer:" ) diff --git a/rag/generator/prompt.py b/rag/generator/prompt.py index 41f264e..fa007db 100644 --- a/rag/generator/prompt.py +++ b/rag/generator/prompt.py @@ -3,6 +3,12 @@ from typing import List from rag.retriever.vector import Document +ANSWER_INSTRUCTION = ( + "Given the context information and not prior knowledge, answer the question." + "If the context is irrelevant to the question, answer that you do not know " + "the answer to the question given the context and stop.\n" +) + @dataclass class Prompt: |