Nicolò Boschi 1cdfb7c2e2 fix: normalize named tool_choice to required + filtered tools for OpenAI-compatible providers (#528) ... LM Studio (and Ollama) reject the named tool_choice dict format {"type": "function", "function": {"name": "..."}} with HTTP 400. The reflect agent uses this format on iterations 0-2 to force sequential tool selection, causing reflect to fail entirely on LM Studio. The fix converts named tool_choice dicts to tool_choice="required" with the tools list filtered to just the requested tool — semantically identical and accepted by all providers including LM Studio and Ollama. Closes #520		2026-03-09 15:47:51 +01:00
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consolidation	fix(consolidation): respect bank mission over ephemeral-state heuristic (#525)	2026-03-09 15:04:36 +01:00
directives	feat: revisit mental models, directives and reflections (#179)	2026-01-22 17:13:16 +01:00
parsers	Fix Iris parser httpx read timeout for file uploads (#524)	2026-03-09 11:22:44 +01:00
providers	fix: normalize named tool_choice to required + filtered tools for OpenAI-compatible providers (#528)	2026-03-09 15:47:51 +01:00
reflect	feat: entity labels — optional, free_values, multi_value, UI polish (#450)	2026-03-02 13:05:25 +01:00
retain	fix(consolidation): respect bank mission over ephemeral-state heuristic (#525)	2026-03-09 15:04:36 +01:00
search	fix: replace additive combined scoring with multiplicative CE boosts (#494)	2026-03-05 11:12:28 +01:00
storage	Fix GCS auth for Workload Identity Federation credentials (#518)	2026-03-07 08:59:51 +01:00
__init__.py	feat: extensions (#54)	2025-12-22 11:05:23 +01:00
cross_encoder.py	fix: zeroentropy rerank URL missing /v1 prefix and MCP retain async_processing param (#460)	2026-03-02 10:32:01 +01:00
db_budget.py	fix: batch queries on recall (#149)	2026-01-13 13:20:22 +01:00
db_utils.py	fix(performance): improve recall and retain performance on large banks (#469)	2026-03-03 13:35:22 +01:00
embeddings.py	fix: pass encoding_format="float" in LiteLLM embedding calls (#434)	2026-02-25 10:32:05 +01:00
entity_resolver.py	fix(consolidation): respect bank mission over ephemeral-state heuristic (#525)	2026-03-09 15:04:36 +01:00
interface.py	feat: add tags filtering and q description fix for list documents API (#468)	2026-03-02 17:03:16 +01:00
llm_interface.py	feat: support Batch API for retain (openai/groq) (#365)	2026-02-16 13:31:50 +01:00
llm_wrapper.py	fix(consolidation): respect bank mission over ephemeral-state heuristic (#525)	2026-03-09 15:04:36 +01:00
memory_engine.py	feat: filter operations by type + fix stale auto-refresh closure (#522) (#527)	2026-03-09 13:17:00 +01:00
operation_metadata.py	fix: improve async batch retain with large payloads (#366)	2026-02-16 12:51:42 +01:00
query_analyzer.py	fix(performance): improve recall and retain performance on large banks (#469)	2026-03-03 13:35:22 +01:00
response_models.py	feat: include source facts in observation recall (#404)	2026-02-19 14:54:19 +01:00
task_backend.py	fix: retain async fails if timestamp is set (#251)	2026-01-30 13:04:33 +01:00
utils.py	feat: implement hierarchical configuration (system, tenant, bank) (#329)	2026-02-12 13:14:57 +01:00