Fast Research
One search query and up to five page attempts. Useful for a focused question.
Sources, chat and study
Open a Space, choose Notebooks, and bring together the material you want to understand. Use Sources to choose the evidence, Chat to explore it and Studio to create something you can study, present or share.
Importing the latest version creates a new source. Select it for new work; earlier citations still refer to the original. Sources do not refresh automatically. A limited preview or clipped web excerpt is marked so you can judge how much material was available.
Ask a question in Chat with your sources selected. Follow-up questions keep the conversation context. Open a citation to inspect its supporting excerpt, or save a useful answer as a note. You can edit notes and turn a note into another source for future work.
Generated content is checked against the supplied source IDs and quoted excerpts. This checks where an answer came from; it does not guarantee that every interpretation is correct. Inspect the evidence when a conclusion matters, and ask about uncertainty or disagreements between sources.
Choose Fast or Deep Research and enter the question you want to investigate. PersistMemory uses its configured SearXNG service to discover sources and its own crawler to read their pages, import the evidence and produce a cited report.
One search query and up to five page attempts. Useful for a focused question.
The original query plus two expanded queries, sharing up to ten page attempts. Useful for exploring complementary evidence.
Research has a three-minute reading budget and imports at most 80,000 characters. Failed reads count toward the page limit. The report uses downloaded page text; search snippets are kept separate. Blocked pages, clipping and partial coverage remain visible. This research path disables paid search fallback, while report generation and query expansion can use your configured model provider.
Research runs as a saved job. Imported sources may appear before the report finishes, and may remain if a later step fails. Newly imported sources become available for ordinary notebook chat after processing completes.
Open Google Drive in Sources, connect your account if needed, and select up to five supported documents. Notebook editors import from their own Google account. Use Refresh on an imported source to check it again: changed text becomes a new source version, and older citations keep their original evidence.
Imports support Google documents and common text, PDF and Office files, within the displayed limits. Files requiring OCR or unsupported extraction need a readable text export. Drive refresh runs when you choose it.
Choose an artifact type, then set the language, difficulty, count, length, audience, style or custom instructions. You can start now or schedule generation for later. The available choices reflect the capabilities configured for your workspace.
Flip questions into answers, read the explanation, mark what you know and review missed cards.
Answer questions, submit for grading and inspect the explanation and evidence. Retakes are saved separately.
Review a deck with speaker notes, present it and export an editable PowerPoint file.
Explore a tree of related concepts. Choose a concept to ask a follow-up question about your sources.
Read a visual summary of cited sections and export it as SVG or PNG.
Create a structured report with source excerpts and export it as a document.
Compare information in columns and rows, with evidence for each row.
Listen to an overview synthesized from a cited script when narration is configured.
Watch narrated slides assembled from your sources when narration and isolated rendering are configured.
Run a bounded calculation in an isolated sandbox and review the program, actual output and cited findings.
Quiz attempt responses keep the answer and explanation hidden until submission. Flashcard reviews and quiz attempts are saved to your account. Artifact revisions preserve older versions so you can compare changes without rewriting the evidence behind earlier work.
The artifact shows whether it is queued, running, ready, failed or cancelled. You can close the page while work continues. Request a completion notification explicitly if you want one. Your notebook allowance and provider spending limits apply.
If a provider response is lost or a worker stops, the job may have an uncertain outcome. Check its saved state before choosing Retry. Accepted work is not silently repeated; an explicit retry creates a new revision. Cancelling stops subsequent work, although a provider may already have accepted a request.
Open a ready artifact and choose an export format. These are actual files with the artifact's content and source evidence.
| Format | Available for |
|---|---|
| JSON, Markdown, HTML, DOCX | All artifact types. |
| All artifact types using supported Latin text. Other scripts require DOCX, HTML or Markdown. | |
| CSV | Flashcards, quizzes, tables and analysis. |
| XLSX | Tables, as an editable spreadsheet. |
| PPTX | Slides, as an editable presentation. |
| SVG | Mind maps, infographics and slide overviews. |
| PNG | Mind maps and infographics, rendered as real images. |
PDF currently supports Latin text only. Unsupported writing systems produce a clear error; DOCX, HTML and Markdown retain their text. PNG rendering uses the server's installed fonts and rejects oversized diagrams. Choose SVG for a large mind map or infographic.
Quiz exports include the answer key and explanations. The interactive quiz keeps them hidden until submission; an exported quiz is study material with answers.
Use Ask aloud on a ready artifact to discuss its selected sources. The recording pauses before the microphone opens, your private Notebook chat keeps the questions and answers, and you choose when to resume playback.
Audio requires narration synthesis. Video requires both narration and a configured isolated video renderer; it produces narrated slides by default. When available, choose Cinematic for up to three AI illustration clips with your cited narration; Studio shows the additional allowance reservation before generation. Analysis requires a configured compute sandbox. If these services are unavailable, Studio reports that capability instead of pretending a script is a finished recording or a calculation has run.
A playable audio or video artifact has a real media file served through authenticated access. Its cited script remains available beside it. Non-English narration needs a suitable configured voice, and visual text needs fonts that support the chosen writing system.
Notebook access follows your Space and accepted notebook invitations. Editors can create and revise artifacts; viewers can read and study. Your chat threads and study history remain personal. Owners can create expiring public links and revoke them later.
Access is checked again while research and generation run. Removing someone's access stops later work under their request. Review what a public notebook will reveal before creating a link.