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odysseus/src
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James Arslan 652cb6d121 Fix native tool-calling follow-up round on Gemini and Ollama (#867) 
The agent's multi-round (tool-result) follow-up request was rejected with
HTTP 400 on two providers, so tools ran but the agent never produced an answer:

- OpenAI-compatible streaming (Gemini 3) dropped the per-call thought_signature
  and collided parallel tool calls, which arrive with index=None: they all
  landed in slot 0, overwriting the first call's name and corrupting its
  arguments by concatenation, so the follow-up request 400'd. Capture and replay
  each call's extra_content (thought_signature), and give every parallel call
  its own accumulator slot (allocated above the max key, so sparse or mixed
  indices can't collide).
- Native Ollama /api/chat expects object tool-call arguments, but Odysseus
  carries them as a JSON string, which Ollama rejected ("Value looks like
  object, but can't find closing '}' symbol"). Convert them to objects in the
  Ollama payload builder.

Both compose with the no-prose null-content sanitize fix from #862.

Tested: python -m pytest tests/test_llm_core_streaming.py
tests/test_llm_core_ollama.py tests/test_agent_loop.py (53 pass), and
python -m py_compile src/llm_core.py src/agent_loop.py.
2026-06-02 11:39:40 +09:00
..
search Apply SafeSearch by default across search providers (#763) 2026-06-02 11:34:32 +09:00
action_intents.py Route calendar action requests to tools 2026-06-01 14:32:41 +09:00
agent_loop.py Fix native tool-calling follow-up round on Gemini and Ollama (#867) 2026-06-02 11:39:40 +09:00
agent_runs.py Handle incomplete detached agent streams 2026-06-01 16:54:11 +09:00
agent_tools.py Add SSRF-guarded web fetch agent tool 2026-06-01 16:57:28 +09:00
ai_interaction.py feat(ai): add OpenRouter and Ollama Cloud providers (#231) 2026-06-01 14:26:10 +09:00
api_key_manager.py Add native Windows compatibility layer 2026-06-01 15:09:47 +09:00
app_helpers.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
app_initializer.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
assistant_log.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
auth_helpers.py Attribute API-token sessions to the token owner (effective_user) (#871) 2026-06-02 11:39:01 +09:00
bg_jobs.py chore: use explicit utf-8 for shell job files (#820) 2026-06-02 11:12:13 +09:00
bg_monitor.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
builtin_actions.py fix(skills): scope skill reads to caller owner (#777) 2026-06-02 11:21:27 +09:00
builtin_mcp.py Add native Windows compatibility layer 2026-06-01 15:09:47 +09:00
caldav_sync.py Fix duplicate CalDAV sync UIDs 2026-06-01 02:17:43 +00:00
chat_handler.py Enforce owner checks for upload attachments 2026-06-01 16:47:48 +09:00
chat_helpers.py Recognize local vision models so their images aren't dropped (#185) 2026-06-01 13:09:21 +09:00
chat_processor.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
chroma_client.py fix: ChromaDB unreachable blocks app startup for 30-60s (#326) (#476) 2026-06-01 22:22:41 +09:00
cleanup_service.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
config.py Add native Windows compatibility layer 2026-06-01 15:09:47 +09:00
constants.py Align SearXNG fallback URL 2026-06-01 10:50:07 +09:00
context_compactor.py Preserve system messages during context compaction 2026-06-01 23:10:58 +09:00
database.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
deep_research.py Add Deep Research extraction controls 2026-06-01 14:55:33 +09:00
document_actions.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
document_processor.py Add optional markitdown extraction for Office/EPUB documents (#766) 2026-06-02 11:28:52 +09:00
email_thread_parser.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
embeddings.py Add native Windows compatibility layer 2026-06-01 15:09:47 +09:00
endpoint_resolver.py Provider detection: match by hostname instead of substring (re #768) (#815) 2026-06-02 11:11:17 +09:00
event_bus.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
exceptions.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
goal_based_extractor.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
integrations.py Secure by default uplift (#511) 2026-06-01 22:30:07 +09:00
llm_core.py Fix native tool-calling follow-up round on Gemini and Ollama (#867) 2026-06-02 11:39:40 +09:00
markitdown_runtime.py Add optional markitdown extraction for Office/EPUB documents (#766) 2026-06-02 11:28:52 +09:00
mcp_manager.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
memory.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
memory_vector.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
model_context.py Refresh local model context after restart 2026-06-02 05:54:06 +09:00
model_discovery.py Improve Ollama setup and model endpoint handling 2026-06-01 10:00:15 +09:00
pdf_form_doc.py Harden PDF document markers against cross-owner upload access (#445) 2026-06-01 22:38:14 +09:00
pdf_forms.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
pdf_runtime.py Show a clear message when PyMuPDF is missing 2026-06-01 18:27:17 +09:00
personal_docs.py Add optional markitdown extraction for Office/EPUB documents (#766) 2026-06-02 11:28:52 +09:00
preset_manager.py Add native Windows compatibility layer 2026-06-01 15:09:47 +09:00
prompt_security.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
rag_manager.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
rag_singleton.py Re-enable VectorRAG init with lazy retry 2026-06-01 14:32:13 +09:00
rag_vector.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
rate_limiter.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
request_models.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
research_handler.py Deep research: don't treat a bare 'yes' as the research topic (#858) 2026-06-02 11:30:53 +09:00
research_utils.py fix: deep research discards valid sources mentioning cookies/copyright (#481) 2026-06-01 22:26:37 +09:00
secret_storage.py Add native Windows compatibility layer 2026-06-01 15:09:47 +09:00
session_actions.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
settings.py Apply SafeSearch by default across search providers (#763) 2026-06-02 11:34:32 +09:00
settings_scrub.py Deep-scrub secrets from public settings 2026-06-01 23:11:50 +09:00
task_endpoint.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
task_scheduler.py Secure by default uplift (#511) 2026-06-01 22:30:07 +09:00
teacher_escalation.py harden(teacher): treat escalation trace as untrusted data (#275) 2026-06-01 14:31:39 +09:00
text_helpers.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
tool_execution.py Scope document tools to caller owner 2026-06-02 06:00:02 +09:00
tool_implementations.py Expose manage_notes via native function calling (#759) 2026-06-02 11:33:32 +09:00
tool_index.py Add SSRF-guarded web fetch agent tool 2026-06-01 16:57:28 +09:00
tool_parsing.py Add SSRF-guarded web fetch agent tool 2026-06-01 16:57:28 +09:00
tool_schemas.py Expose manage_notes via native function calling (#759) 2026-06-02 11:33:32 +09:00
tool_security.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
topic_analyzer.py fix(history): scope topic analysis to authenticated owner only (#744) 2026-06-02 11:36:01 +09:00
upload_handler.py Add optional markitdown extraction for Office/EPUB documents (#766) 2026-06-02 11:28:52 +09:00
visual_report.py Fix visual report chapter navigation (#505) 2026-06-01 22:26:13 +09:00
webhook_manager.py Odysseus v1.0 2026-05-31 23:58:26 +09:00
youtube_handler.py Odysseus v1.0 2026-05-31 23:58:26 +09:00