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Improve Llama v2 extract questions actor and associated prompt
- Format extract questions prompt format with newlines and whitespaces - Make llama v2 extract questions prompt consistent - Remove empty questions extracted by offline extract_questions actor - Update implicit qs extraction unit test for offline search actor
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3 changed files with 26 additions and 20 deletions
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@ -113,7 +113,7 @@ def filter_questions(questions: List[str]):
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]
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filtered_questions = []
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for q in questions:
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if not any([word in q.lower() for word in hint_words]):
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if not any([word in q.lower() for word in hint_words]) and not is_none_or_empty(q):
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filtered_questions.append(q)
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return filtered_questions
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@ -23,7 +23,7 @@ no_notes_found = PromptTemplate.from_template(
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""".strip()
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)
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system_prompt_message_llamav2 = f"""You are Khoj, a friendly, smart and helpful personal assistant.
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system_prompt_message_llamav2 = f"""You are Khoj, a smart, inquisitive and helpful personal assistant.
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Using your general knowledge and our past conversations as context, answer the following question.
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If you do not know the answer, say 'I don't know.'"""
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@ -91,7 +91,7 @@ Question: {query}
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notes_conversation_llamav2 = PromptTemplate.from_template(
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"""
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Notes:
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User's Notes:
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{references}
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Question: {query}
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""".strip()
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@ -135,13 +135,19 @@ Answer (in second person):"""
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extract_questions_llamav2_sample = PromptTemplate.from_template(
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"""
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<s>[INST] <<SYS>>Current Date: {current_date}<</SYS>> [/INST]</s>
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<s>[INST]How was my trip to Cambodia?[/INST][]</s>
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<s>[INST]Who did I visit the temple with on that trip?[/INST]Who did I visit the temple with in Cambodia?</s>
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<s>[INST]How should I take care of my plants?[/INST]What kind of plants do I have? What issues do my plants have?</s>
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<s>[INST]How many tennis balls fit in the back of a 2002 Honda Civic?[/INST]What is the size of a tennis ball? What is the trunk size of a 2002 Honda Civic?</s>
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<s>[INST]What did I do for Christmas last year?[/INST]What did I do for Christmas {last_year} dt>='{last_christmas_date}' dt<'{next_christmas_date}'</s>
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<s>[INST] How was my trip to Cambodia? [/INST]
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How was my trip to Cambodia?</s>
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<s>[INST] Who did I visit the temple with on that trip? [/INST]
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Who did I visit the temple with in Cambodia?</s>
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<s>[INST] How should I take care of my plants? [/INST]
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What kind of plants do I have? What issues do my plants have?</s>
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<s>[INST] How many tennis balls fit in the back of a 2002 Honda Civic? [/INST]
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What is the size of a tennis ball? What is the trunk size of a 2002 Honda Civic?</s>
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<s>[INST] What did I do for Christmas last year? [/INST]
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What did I do for Christmas {last_year} dt>='{last_christmas_date}' dt<'{next_christmas_date}'</s>
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<s>[INST] How are you feeling today? [/INST]</s>
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<s>[INST]Is Alice older than Bob?[/INST]When was Alice born? What is Bob's age?</s>
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<s>[INST] Is Alice older than Bob? [/INST]
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When was Alice born? What is Bob's age?</s>
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<s>[INST] <<SYS>>
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Use these notes from the user's previous conversations to provide a response:
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{chat_history}
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@ -128,15 +128,15 @@ def test_extract_multiple_explicit_questions_from_message(loaded_model):
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@pytest.mark.chatquality
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def test_extract_multiple_implicit_questions_from_message(loaded_model):
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# Act
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response = extract_questions_offline("Is Morpheus taller than Neo?", loaded_model=loaded_model)
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response = extract_questions_offline("Is Carl taller than Ross?", loaded_model=loaded_model)
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# Assert
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expected_responses = ["height", "taller", "shorter", "heights"]
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expected_responses = ["height", "taller", "shorter", "heights", "who"]
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assert len(response) <= 3
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for question in response:
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assert any([expected_response in question.lower() for expected_response in expected_responses]), (
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"Expected chat actor to ask follow-up questions about Morpheus and Neo, but got: " + question
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"Expected chat actor to ask follow-up questions about Carl and Ross, but got: " + question
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)
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