Upsonic releases

Improvements:

• AppliedScientist now accepts any research_source — local file, URL, git / Kaggle / arXiv / Hugging Face link, or a plain-text idea. No hardcoded scheme detection on the Python side; the agent skill handles fetching with whichever tool fits (cp / git clone / curl / kaggle CLI / huggingface-cli / …). For text ideas, the description is saved verbatim and Phase 2 turns it into a concrete method plan.
• scientist.new_experiment(...) auto-derives inputs from research_source / current_notebook / current_data — any value that points at an existing local path is copied into the workspace.
• experiments_directory is now optional and defaults to ./experiments.

Full Changelog: https://github.com/Upsonic/Upsonic/compare/v0.76.1...v0.76.2

Pull Requests:

• feat: AppliedScientist accepts any research_source + auto inputs: onuratakan in #571

• chore: New Version 0.76.2: onuratakan in #572

Improvements:

• AppliedScientist research_paper → research_source: The prebuilt Applied Scientist agent now accepts any reference describing a new method — local file (PDF, Markdown, HTML, .ipynb, text), web URL (blog post, arXiv, documentation), git repository URL, or Kaggle notebook / dataset page — not just a PDF. The agent detects the source kind at Phase 0 and materializes it into the experiment folder before reading it in Phase 2.
• Upsonic/Docs submodule: Added the public docs repository as a git submodule at Docs/ so the docs site can be kept in lockstep with code changes.

Full Changelog: https://github.com/Upsonic/Upsonic/compare/v0.76.0...v0.76.1

Pull Requests:

• feat: rename AppliedScientist research_paper to research_source: onuratakan in #570

• chore: New Version 0.76.1: onuratakan in #571

New Features:

• New Prebuilt Applied Scientist: Added a new prebuilt Autonomous Agent for automating the testing of new papers on current ML models.

Full Changelog: https://github.com/Upsonic/Upsonic/compare/v0.75.0...v0.76.0

Pull Requests:

• feat: added prebuilt agent, AppliedScientist: onuratakan in #568

• chore: New Version 0.76.0: onuratakan in #569

New Features:

• Agent metrics: Agent runs now expose accumulated usage (tokens, cost) and tool execution tracking for observability and cost monitoring.
• SuperMemory integration: New vector database provider SuperMemoryProvider for RAG and knowledge base, with async SuperMemory API support, configurable via SuperMemoryConfig or upsonic[supermemory].

Improvements:

• Tool managers (Task vs Agent): Task-level tools use a dedicated ToolManager on the task; agent and task tool definitions are combined and resolved correctly for validation and execution.
• Anthropic default max tokens: Default max_tokens for Anthropic API increased from 4096 to 16384 for longer responses.
• Pydantic response format in streaming: When using a Pydantic response_format on a task, streaming tool calls for the output tool are validated with model_validate and handled correctly in streaming mode.

Bug Fixes:

• finish_reason "length": When the model hits max_tokens and returns finish_reason == "length", tool calls are no longer executed with possibly truncated arguments; the agent is informed via a tool-return message and can retry with shorter content or smaller steps.

Full Changelog: https://github.com/Upsonic/Upsonic/compare/v0.72.4...v0.72.5

Pull Requests:

• feat: supermemory storage, agent metrics: DoganK01 in #536

New Features:

• Agent execution timeout: Optional timeout (seconds) on do, do_async, print_do, and print_do_async; execution is cancelled after the limit and ExecutionTimeoutError is raised unless partial results are requested.
• Partial result on timeout: When partial_on_timeout=True and a timeout is set, the agent returns whatever text was generated so far instead of raising; uses streaming internally to accumulate output progressively.
• Firecrawl custom tool: New Firecrawl integration in src/upsonic/tools/custom_tools/firecrawl.py with sync/async support; added as optional dependency firecrawl-py>=4.14.1 in pyproject.toml.
• ExecutionTimeoutError: New exception in upsonic.exceptions for timeout scenarios, carrying the timeout value for programmatic handling.

Improvements:

• Persistent background event loop: Sync entry points (do, print_do, workspace greeting, tool policy validation, recommend_model_for_task) use a single daemon-thread event loop instead of asyncio.run() per call, avoiding "Event loop is closed" and connection-pool issues with SDK clients.
• Token usage on partial/timeout: When execution ends due to timeout with partial results, CallManagementStep is run so task.total_input_token and task.total_output_token remain accurate.
• Pipeline cancellation handling: Pipeline manager wraps final yield in try/except for GeneratorExit so cancellation by asyncio.wait_for does not propagate; RunCompletedEvent only emitted when step_results is non-empty.
• Mem0 storage: Implementation and tests updated for mem0 sync/async storage (comprehensive smoke tests and fixes).
• Retry and usage utilities: Retry logic and usage tracking adjusted for timeout and partial-result flows where applicable.
• Firecrawl and custom tools: Gmail, Slack, and financial tools aligned with shared patterns; Firecrawl tool tests added (unit and smoke).

Bug Fixes:

• Sync execution event loop: Fixed sync agent/team methods failing or leaving closed event loops when called repeatedly by using a persistent background loop instead of per-call asyncio.run().
• Firecrawl tool attributes: Corrected tool attribute definitions and usage in Firecrawl custom tool and tests.
• Unit test usage: Fixed unit test usage and expectations for new timeout and partial-result behavior.

Full Changelog: https://github.com/Upsonic/Upsonic/compare/v0.72.2...v0.72.3

Pull Requests:

• feat: add timeout and partial result handling in Agent execution @onuratakan in #532

New Features:

• Benchmark Module: Added a benchmark module for analyzing framework speed
• New Tool: Added Bocha Web Search Tool

Improvements:

• Anonymization: Resolved an issue with the anonymization action in the safety policies
• Test Run Commands: Updated the test run commands for a better test run experience

New Contributors

• @weijintaocode made their first contribution in https://github.com/Upsonic/Upsonic/pull/518

Full Changelog: https://github.com/Upsonic/Upsonic/compare/v0.71.4...v0.71.5

Pull Requests:

• feat: add comprehensive benchmark system for performance analysis by @IremOztimur in https://github.com/Upsonic/Upsonic/pull/511
• add bocha web search tool by @weijintaocode in https://github.com/Upsonic/Upsonic/pull/518
• fix: Resolved anonymization action logic by @onuratakan in https://github.com/Upsonic/Upsonic/pull/519
• docs: fix test command in CONTRIBUTING.md to use uv run by @IremOztimur in https://github.com/Upsonic/Upsonic/pull/520