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import openai |
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import os |
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openai.api_base = "https://api.groq.com/openai/v1" |
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openai.api_key = os.getenv("GROQ_API_KEY") |
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def ask_llm_with_context(question, context, model="llama3-8b-8192"): |
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prompt = f""" |
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You are a legal teaching assistant supporting land surveyors in British Columbia. |
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Your task is to answer questions **strictly** based on the following legal context. |
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The users include licensed surveyors (BCLS) and Land Surveyors in Training (LSTs). |
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Note: LSTs are not authorized to certify or sign legal survey documents and must work under BCLS supervision. |
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These individuals are governed by: |
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- Statutes |
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- Survey and Plan Rules |
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- Circular Letters |
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- Practice Bulletins |
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- Code of Ethics |
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- ABCLS bylaws and manuals |
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IMPORTANT INSTRUCTIONS: |
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- Only cite section numbers, regulations, or acts that are explicitly visible in the provided context. |
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- Do **NOT** make up legal citations, section numbers, or page references. |
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- If the specific section is **not in the context**, respond with: "The context does not provide a specific section for this." |
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- If unsure, recommend the appropriate document (e.g., "You may refer to the Survey and Plan Rules or Land Title Act"). |
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Please organize your response in two sections: |
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**Referenced Document(s)** |
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List the name(s) of the Acts, circular letters, bulletins, or sections that are directly relevant to the question. |
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**Explanation** |
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Explain the answer clearly using the context. Focus on what the rule means, why it matters, and how it applies in practice. |
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--- |
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Legal Context: |
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\"\"\"{context}\"\"\" |
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Question: {question} |
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Answer (cite only what's present in context): |
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""" |
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try: |
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response = openai.ChatCompletion.create( |
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model=model, |
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messages=[ |
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{"role": "system", "content": "You are a trusted legal assistant for BC land surveyors."}, |
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{"role": "user", "content": prompt} |
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], |
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temperature=0.3, |
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max_tokens=600 |
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) |
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disclaimer = ( |
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"\n\n\n**Disclaimer:** This response is for informational and educational purposes only. " |
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"It does not constitute legal advice and should not be used as a substitute for consulting the applicable legislation, " |
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"Surveyor General’s office, or the Association of British Columbia Land Surveyors (ABCLS). " |
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"Always refer to official sources for legal or professional decisions." |
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) |
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return response['choices'][0]['message']['content'].strip() + disclaimer |
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except Exception as e: |
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return f"[!] LLM Error: {e}" |
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