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Enforce gemini-2.5-flash-lite per Echo6 model policy

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Replace gemini-2.0-flash with gemini-2.5-flash-lite across the enrichment
and extraction pipeline (config.yaml, lib/extractor.py) and the six
maintenance scripts. Flash Lite is the mandated model for all Gemini calls.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
This commit is contained in:
Matt 2026-06-14 22:59:36 +00:00
commit f3705d10c6
8 changed files with 8 additions and 8 deletions
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2
config.yaml
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@ -40,7 +40,7 @@ vector_db:
collection: recon_knowledge_hybrid # Collection name collection: recon_knowledge_hybrid # Collection name
gemini: gemini:
model: gemini-2.0-flash # Gemini model for enrichment model: gemini-2.5-flash-lite # Gemini model for enrichment
response_mime_type: application/json # Force JSON output from Gemini response_mime_type: application/json # Force JSON output from Gemini
web: web:

2
lib/extractor.py
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@ -197,7 +197,7 @@ def _try_gemini_vision(pdf_path, page_num_1indexed, page_timeout=60):
for attempt in range(3): for attempt in range(3):
try: try:
genai.configure(api_key=api_key) genai.configure(api_key=api_key)
model = genai.GenerativeModel('gemini-2.0-flash') model = genai.GenerativeModel('gemini-2.5-flash-lite')
response = model.generate_content([ response = model.generate_content([
{ {
'mime_type': 'image/png', 'mime_type': 'image/png',

2
scripts/cleanup_outliers.py
View file

@ -166,7 +166,7 @@ def classify_concept(title, subdomains, content, key):
) )
genai.configure(api_key=key) genai.configure(api_key=key)
model = genai.GenerativeModel( model = genai.GenerativeModel(
"gemini-2.0-flash", "gemini-2.5-flash-lite",
generation_config={"response_mime_type": "application/json"} generation_config={"response_mime_type": "application/json"}
) )
for attempt in range(4): for attempt in range(4):

2
scripts/domain_reenrich.py
View file

@ -98,7 +98,7 @@ def classify_concept(title, subdomains, content, key):
) )
genai.configure(api_key=key) genai.configure(api_key=key)
model = genai.GenerativeModel( model = genai.GenerativeModel(
"gemini-2.0-flash", "gemini-2.5-flash-lite",
generation_config={"response_mime_type": "application/json"} generation_config={"response_mime_type": "application/json"}
) )
for attempt in range(4): for attempt in range(4):

2
scripts/migrate_domains.py
View file

@ -110,7 +110,7 @@ def classify_domain(content, summary, subdomains, key):
) )
genai.configure(api_key=key) genai.configure(api_key=key)
model = genai.GenerativeModel( model = genai.GenerativeModel(
"gemini-2.0-flash", "gemini-2.5-flash-lite",
generation_config={"response_mime_type": "text/plain"} generation_config={"response_mime_type": "text/plain"}
) )

2
scripts/migrate_skill_level.py
View file

@ -117,7 +117,7 @@ def classify(title, domains, subdomains, content, key):
) )
genai.configure(api_key=key) genai.configure(api_key=key)
model = genai.GenerativeModel( model = genai.GenerativeModel(
"gemini-2.0-flash", "gemini-2.5-flash-lite",
generation_config={"response_mime_type": "application/json"} generation_config={"response_mime_type": "application/json"}
) )
for retry in range(4): for retry in range(4):

2
scripts/reenrich_reference.py
View file

@ -124,7 +124,7 @@ def classify(title, subdomains, content, key, attempt=0):
) )
genai.configure(api_key=key) genai.configure(api_key=key)
model = genai.GenerativeModel( model = genai.GenerativeModel(
"gemini-2.0-flash", "gemini-2.5-flash-lite",
generation_config={"response_mime_type": "application/json"} generation_config={"response_mime_type": "application/json"}
) )
for retry in range(4): for retry in range(4):

2
scripts/repair_corrupted.py
View file

@ -140,7 +140,7 @@ def enrich_window_text(text, key):
"""Call Gemini on raw window text, return concepts list.""" """Call Gemini on raw window text, return concepts list."""
genai.configure(api_key=key) genai.configure(api_key=key)
model = genai.GenerativeModel( model = genai.GenerativeModel(
"gemini-2.0-flash", "gemini-2.5-flash-lite",
generation_config={"response_mime_type": "application/json"} generation_config={"response_mime_type": "application/json"}
) )
for attempt in range(4): for attempt in range(4):