You already worked out the answer. You need to find it.
OGAD (Off Grid AI Desktop) keeps project conversations together and lets you search conversation titles and saved message text. Open the relevant work project, find the conversation and return to the earlier answer without asking the model to reconstruct it from memory.
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Search for the words in the discussion
A distinctive topic is usually more useful than “the answer from last week.” Try the name of the document, the feature you discussed or a short phrase from the question.
Examples include “invoice reminder,” “migration rollback” or “proposal assumptions.” The conversation search matches terms in stored message content as well as titles. It finds conversations; it is not a guaranteed jump to a highlighted sentence inside the answer.
This is useful when a project has separate chats for drafting, research and review. You can locate the original reasoning instead of generating a different version and assuming it is the old one.
Open the right conversation
- Open Projects and select the work project.
- Review its chat list and open a relevant conversation in Chat.
- If you need a wider search, use Search conversations… in the conversation sidebar. This searches the saved conversation list across projects; it is not a project-only filter.
- Open a match, check that it belongs to the intended project, and inspect the stored messages.
- Read the original question and nearby follow-ups before reusing the answer.
If you already recognize the conversation from the project's list, open it directly. Search is a way to find the stored chat, not a required extra step.
Projects and saved local chat are part of the free app. The separate Pro universal Search screen covers more source types; you do not need to rely on that paid screen for this conversation-search route.
Check which version of the answer you need
A later follow-up can change an earlier recommendation. Read enough surrounding messages to see whether the model revised the answer, whether you supplied new facts or whether a task remained unresolved.
For a reusable passage, keep a note of the assumptions that made it valid. A deployment checklist written for one environment may not fit another, even when the title looks familiar.
If you want to continue, ask a precise follow-up:
Continue from the checklist above. The database has now changed from the earlier assumption. Identify which steps need review before rewriting them.
That makes the new state explicit instead of treating an old answer as permanently current.
What if search does not find it?
Try fewer words. The text matching requires the search terms to occur together within a matching message, so combining words from different turns can miss the conversation. A partial word or alternate term may help.
Check the project and whether the conversation still exists. Deleted messages, unsaved material from another app and conversations from before your stored history cannot be recovered by this search.
The saved transcript and the model's current context window are different. A conversation can remain available to read even when the model no longer receives all its old messages in the next request. Quote the exact passage if it must guide a new answer.
Use a downloaded local model for any new reply you want to generate offline. Reading and searching retained local conversations does not require a cloud AI service.
This guide uses the project-chat and message-content search present in OGAD 0.0.51.
Work through a real retrieval example
Suppose you need the rollback checklist from a migration discussion. Start with rollback, then inspect the likely project chats. If the result is too broad, try a distinctive table name or a phrase you remember from the original request. Avoid combining the client name from one message with a technical term that appears only in a later reply.
Once you find the checklist, read the next few turns. You may have ruled out one step or changed the deployment environment. Copy the version you actually approved, including any conditions that apply.
Before using it for the next migration, ask:
Here is the checklist we approved earlier. The new environment has these differences: [list them]. Identify the steps affected by those differences. Keep unaffected steps unchanged and mark anything that needs a fresh check.
The value is continuity: you start from work you can inspect instead of asking for an imagined reconstruction. This is especially useful for proposals, recurring reports and technical decisions where a plausible new answer is not the same as the answer previously agreed.
A useful habit is to keep a short final decision message in each project chat. State the chosen option, the date and any remaining condition. That gives future searches distinctive words and makes the result easier to interpret. It is a writing habit, not an automatic approval system in the app.
Reuse the work you already did
Download OGAD, keep one workstream in a project and give its chats useful titles. Search a distinctive phrase, open the original answer and continue from checked context. Keep earlier thinking within reach.
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