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[BUG] 03_Earnings_Call - step 5 #176

@tmontana

Description

@tmontana

Bug Description

Getting a output is incomplete due to a max_tokens length limit. I tried setting max_tokens to 128k in LLm call but did not work.

Steps to Reproduce

  1. Go to '...'
  2. Run command '...'
  3. See error

Expected Behavior

A clear and concise description of what you expected to happen.

Actual Behavior

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Environment

  • OS: [e.g., Windows 10, Ubuntu 22.04, macOS 13.0]
  • Python Version: [e.g., 3.9.7]
  • Semantica Version: [e.g., 0.0.1]
  • Installation Method: [e.g., pip, source, conda]

Code Example

# Minimal code example that reproduces the issue
from semantica import Semantica

core = Semantica()
# ... your code here

Error Messages / Logs

2026-01-12 10:00:49,369 - INFO - [RUNNING] | Module: semantic_extract | Submodule: RelationExtractor | Message: Extracting relations using llm...
2026-01-12 10:01:14,076 - WARNING - Instructor generation failed (<failed_attempts>

<generation number="1">
<exception>
    The output is incomplete due to a max_tokens length limit.
</exception>
<completion>
    ChatCompletion(id='chatcmpl-3d30bf34-af39-4701-9e4a-3449ae120bf2', choices=[Choice(finish_reason='length', index=0, logprobs=None, message=ChatCompletionMessage(content='{\n  "relations": [\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_REVENUE",\n         "object": "$409.8 million",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_EBITDA",\n         "object": "$82.8 million",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_MARGIN",\n         "object": "20.2%",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "OPERATES_IN",\n         "object": "Canada",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "LOCATED_IN",\n         "object": "Brampton",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "PARTNERS_WITH",\n         "object": "SatixFy Communications Ltd.",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "SERVES",\n         "object": "Satellite Systems",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "SERVES",\n         "object": "Robotics & Space Operations",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_GROWTH",\n         "object": "45.1%",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_PROFIT",\n         "object": "$46.1 million",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_PROFIT",\n         "object": "$34.7 million",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_PROFIT",\n         "object": "$131.4 million",\n         "confidence": 0.95\n      },\n      {\n         "subject": "MDA Space Ltd.",\n         "predicate": "HAS_PROFIT",\n         "object": "$76.0 million",\n         "confiden

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