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afdd3a34b3
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b6f01f9b3f
| Author | SHA1 | Date | |
|---|---|---|---|
| b6f01f9b3f | |||
| 499a3cb170 |
@@ -35,18 +35,12 @@ mcp = FastMCP("Cavepedia MCP")
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def get_user_roles() -> list[str]:
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"""Extract user roles from the X-User-Roles header."""
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headers = get_http_headers()
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print(f"DEBUG: All headers received: {dict(headers)}")
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roles_header = headers.get("x-user-roles", "")
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print(f"DEBUG: x-user-roles header value: '{roles_header}'")
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if roles_header:
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try:
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roles = json.loads(roles_header)
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print(f"DEBUG: Parsed roles: {roles}")
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return roles
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except json.JSONDecodeError as e:
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print(f"DEBUG: JSON decode error: {e}")
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return json.loads(roles_header)
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except json.JSONDecodeError:
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return []
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print("DEBUG: No roles header found, returning empty list")
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return []
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def is_sources_only() -> bool:
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@@ -82,7 +76,7 @@ def search_caving_documents(query: str, priority_prefixes: list[str] | None = No
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top_n = 2
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candidate_limit = top_n * 4
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rows = conn.execute(
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'SELECT * FROM embeddings WHERE embedding IS NOT NULL AND role = ANY(%s) ORDER BY embedding <=> %s::vector LIMIT %s',
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'SELECT * FROM embeddings WHERE embedding IS NOT NULL AND LENGTH(content) > 100 AND role = ANY(%s) ORDER BY embedding <=> %s::vector LIMIT %s',
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(roles, query_embedding, candidate_limit)
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).fetchall()
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@@ -102,6 +96,7 @@ def search_caving_documents(query: str, priority_prefixes: list[str] | None = No
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sources_only = is_sources_only()
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for result in rerank_resp.results:
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row = rows[result.index]
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content = row['content'] or ''
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score = result.relevance_score
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# Boost score if key starts with any priority prefix (e.g., 'nss/aca')
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@@ -113,7 +108,6 @@ def search_caving_documents(query: str, priority_prefixes: list[str] | None = No
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if sources_only:
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docs.append({'key': row['key'], 'relevance': round(score, 3)})
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else:
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content = row['content'] or ''
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docs.append({'key': row['key'], 'content': content, 'relevance': round(score, 3)})
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# Re-sort by boosted score and return top_n
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