FROM feat/420-project-endpoints TO development

[ryaneggz]

Closes #420

Summary by CodeRabbit

• New Features

  • Project management endpoints with search and document storage
  • Math calculator tool for quick expressions

• Bug Fixes

  • Fixed CSS class parsing in search styling
  • Adjusted chat tool message layout for clearer display

• Chores

  • Updated branding to "Enso Labs - Orchestra"
  • Changed default AI model selection
  • Improved system prompt guidance and safety

• Tests

  • Added project service tests; removed legacy agent repo tests

[coderabbitai]

Caution

Review failed

The pull request is closed.

Walkthrough

Adds a per-user ProjectService and ProjectRepo with API endpoints, introduces a math calculator tool, updates branding strings to "Enso Labs - Orchestra", adjusts embeddings/store defaults and prompt/config handling, tweaks flow graph identifiers and frontend UI/style/typing, and updates tests and prompt content.

Changes

Cohort / File(s)	Summary
Branding & Changelog Changelog.md, backend/main.py, backend/mkdocs.yml	Updated titles/site name to "Enso Labs - Orchestra"; added changelog entry.
Config / Tooling backend/pyproject.toml	Removed [tool.uv] prerelease = "allow".
Project service & repo backend/src/services/project.py, backend/src/repos/project_repo.py	New ProjectService and ProjectRepo for per-user project document storage, CRUD, and async search; Project and ProjectSearch models added.
Context wiring & routes backend/src/contexts/service.py, backend/src/routes/v0/__init__.py, backend/src/routes/v0/project/__init__.py	Integrated ProjectService into ServiceContext; added /projects router with POST /search and wired router into v0 routing (prompt router reordered).
Flow graph config backend/src/flows/...	Narrowed allowed graph_id values to deepagent and react, changed default to deepagent, and updated call site to pass system_prompt instead of prompt.
LLM & tool routes backend/src/routes/v0/llm.py, backend/src/routes/v0/tool/info.py	Switched default model to ANTHROPIC_CLAUDE_4_5_HAIKU; changed Body docs from example= to examples= for several endpoints.
Database & memory services backend/src/services/db.py, backend/src/services/memory.py	Added DEFAULT_EMBED and DEFAULT_FIELDS; updated get_store_db signature (embed, dims, fields); replaced IN_MEMORY_STORE singleton with get_store_in_memory() default.
Search tools backend/src/tools/search.py, frontend/src/components/menus/BaseToolMenu.tsx	Added math_calculator tool (with input validation) and registered it in SEARCH_TOOLS; added math_calculator to frontend DEFAULT_AGENT_TOOLS.
Formatting util backend/src/utils/format.py	init_system_prompt now accepts config: RunnableConfig and extracts metadata/language to include LANGUAGE in prompt.
Prompts content backend/src/static/prompts/md/default.md	Substantial editorial rewrite of system guidance, structure, and safety/fail-safety instructions.
Prompt route minor edits backend/src/routes/v0/prompt/__init__.py, backend/src/routes/v0/prompt/revision.py	Replaced example= with examples= and removed an unused import.
Frontend text/style/markup frontend/src/components/cards/MarkdownCard.tsx, frontend/src/components/lists/ChatMessages.tsx, frontend/src/components/tools/SearchEngine.tsx, frontend/src/components/sections/*	Styling/text updates: anchor color change, tool-message layout adjustment, fixed Tailwind spacing, and updated "Powered by" strings.
Frontend typing & hooks frontend/src/hooks/useChat.ts, frontend/src/lib/services/threadService.ts	Replaced metadata mutation with getMetadata() enrichment; relaxed StreamThreadPayload.metadata typing to any.
Tests backend/tests/__init__.py, backend/tests/unit/repos/test_agent_repo.py, backend/tests/unit/services/test_project_service.py	Added get_test_user() helper and adjusted token parsing; removed test_agent_repo.py; added test_project_service.py (skipped vector search test).
Other backend/tests/*, various small edits	Minor documentation and example metadata updates across endpoints and tests.

Sequence Diagram(s)

sequenceDiagram
    actor User
    participant Frontend
    participant API as /projects/search
    participant ServiceContext
    participant ProjectService
    participant Store

    User->>Frontend: Submit search
    Frontend->>API: POST /projects/search (ProjectSearch)
    API->>API: verify_credentials(), get_store()
    API->>ServiceContext: instantiate with user_id, store
    ServiceContext->>ProjectService: create/use project_service
    alt filter.id provided
        API->>ProjectService: get_doc(project_id, id)
        ProjectService->>Store: get(namespace, key)
        Store-->>ProjectService: Document
    else
        API->>ProjectService: search_docs(query, filter, limit, offset)
        ProjectService->>Store: asearch(namespace, query, filter, limit, offset)
        Store-->>ProjectService: [SearchItem...]
    end
    ProjectService-->>API: Project(s)
    API-->>Frontend: { projects: [...] }
    Frontend-->>User: Render results

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Estimated code review effort

🎯 4 (Complex) | ⏱️ ~60 minutes

• Areas to focus on:
  • ProjectService & ProjectRepo correctness: namespace scoping, async store usage, error handling.
  • Flow graph changes: parameter rename (system_prompt) and default graph_id change impacts.
  • init_system_prompt and config/metadata flow: language extraction and downstream expectations.
  • Tests: removal of agent repo tests and added project tests—ensure coverage maintained.
  • Type relaxation in threadService and metadata handling in useChat: potential runtime typing issues.

Poem

🐰 I hop through branches, code in paw,
Projects tucked in burrows, neat and raw,
A calculator tumbles, prompts now bright,
Enso Labs Orchestra hops into night. ✨

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📥 Commits

Reviewing files that changed from the base of the PR and between 6c2bb0e and 35fdc95.

📒 Files selected for processing (2)

• backend/src/static/prompts/md/default.md (2 hunks)
• backend/src/utils/format.py (1 hunks)

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