Conversation
- Project entity with persistent workspace directories (Docker volume) - Knowledge graph (networkx) for cross-conversation memory - File tree panel, interactive terminal, project selector UI - Workspace tool for agent: status, search, notes, knowledge CRUD - ArXiv API fixed to use HTTPS - Security hardened: path traversal prevention, env scrubbing, size limits, sandbox containment, filename sanitization, DB operation allowlists, contextvars for session isolation - 65 new tests (projects, workspace, knowledge graph, tools) - Docs: projects.md, updated tools.md, README, VitePress nav
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This pull request introduces support for persistent project workspaces, improves documentation, and enhances LLM provider flexibility with custom provider support. It also includes various code quality improvements and minor bug fixes.
Project Workspaces & Documentation
.env.examplevariables, README updates, and a detailed section in the system prompt on how the workspace should be used to persist and accumulate research context across conversations. [1] [2] [3] [4] [5]LLM Provider Flexibility
LLMProviderto support custom providers for API key retrieval, base URL resolution, and message format detection, allowing users to add their own LLM providers with OpenAI SDK, Anthropic SDK, OpenRouter, or LiteLLM compatibility. [1] [2] [3]Backend Improvements & Bug Fixes
backend/benchmark_small_models.pywith code cleanup, type hinting, and output formatting for better readability and maintainability. [1] [2] [3] [4] [5] [6] [7] [8] [9] [10]Development & Tooling