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Mazen Tamer Salah
b51d83b16d
* fix(agent): index api_call so RAG tool selection can retrieve it api_call exists in FUNCTION_TOOL_SCHEMAS and the agent's system prompt advertises configured API integrations, but the tool had no entry in BUILTIN_TOOL_DESCRIPTIONS. RAG tool selection embeds those descriptions and retrieves the top-K per message, so a tool without one can never be selected: the agent claims it can call Home Assistant/Miniflux/Gitea/etc. and then never receives the api_call schema (unless the Personal Assistant ASSISTANT_ALWAYS_AVAILABLE path applies). Add a retrieval-rich description for api_call, plus an ast-based parity test asserting every FUNCTION_TOOL_SCHEMAS tool has an index description so the next added tool cannot silently drift the same way. Fixes #3794 * fix(agent): route API-integration intent to api_call at selection time Addresses review (RaresKeY) on #3923: indexing api_call in the ToolIndex description was necessary but not sufficient — the #3794 repro ('Use the api_call tool to call Home Assistant GET /api/states') matched no domain in _classify_agent_request, classified as low-signal, so the agent loop skipped retrieval entirely and the schema filter sent only ALWAYS_AVAILABLE (manage_memory/ask_user/update_plan). api_call never reached the model. - _classify_agent_request: detect API-integration intent (api_call, integration(s), Home Assistant/Miniflux/Gitea/Linkding/Jellyfin) -> new 'integrations' domain, so the turn is no longer low-signal. - _DOMAIN_TOOL_MAP['integrations'] = {api_call}: deterministically seeds api_call into relevant tools after retrieval, independent of embeddings. - _DOMAIN_RULES['integrations']: rule pack (required — _domain_rules_for_tools indexes _DOMAIN_RULES[domain] directly). - tool_index _KEYWORD_HINTS: parity hint for the retrieval / keyword-fallback paths. - Regression drives the real classifier -> domain-map -> FUNCTION_TOOL_SCHEMAS filter chain and asserts api_call is advertised for the #3794 prompt. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
A self-hosted AI workspace for chat, agents, research, documents, email, notes, calendar, and local model workflows.
Quick Start · Setup Guide · Contributing · Roadmap
Quick Start
devis the default branch and gets the newest changes first. Usemainif you want the more curated branch.
git clone https://github.com/pewdiepie-archdaemon/odysseus.git
cd odysseus
cp .env.example .env
docker compose up -d --build
Open http://localhost:7000 when the containers are healthy. The first admin password is printed in docker compose logs odysseus.
Native installs, GPU notes, Windows/macOS instructions, HTTPS, and configuration live in the setup guide.
Features
- Chat + Agents — local/API models, tools, MCP, files, shell, skills, and memory.
- Cookbook — hardware-aware model recommendations, downloads, and serving.
- Deep Research — multi-step web research with source reading and report generation.
- Compare — blind side-by-side model testing and synthesis.
- Documents — writing-first editor with AI edits, suggestions, Markdown, HTML, CSV, and syntax highlighting.
- Email — IMAP/SMTP inbox with triage, tags, summaries, reminders, and reply drafts.
- Notes, Tasks + Calendar — reminders, todos, scheduled agent tasks, and CalDAV sync.
- Extras — gallery/image editor, themes, uploads, web search, presets, sessions, and 2FA.
Demo
A full hover-to-play tour lives on the landing page: docs/index.html.
Contributing
Help is welcome. The best entry points are fresh-install testing, provider setup bugs, mobile/editor polish, docs, and small focused refactors. See CONTRIBUTING.md and ROADMAP.md.
Security
Odysseus is a self-hosted workspace with powerful local tools. Keep auth enabled, keep private data out of Git, and do not expose raw model/service ports publicly. Deployment details are in the setup guide.
Star History
License
AGPL-3.0-or-later -- see LICENSE and ACKNOWLEDGMENTS.md.