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| fb:app_id | 1401488693436528 |
| apple-itunes-app | app-id=1477376905, app-argument=https://github.com/Graphify-Labs/graphify/pull/1110 |
| twitter:image | https://opengraph.githubassets.com/3bd51740b29592e8055c7c664a604231846857addd026b0260b0c4c151695d44/Graphify-Labs/graphify/pull/1110 |
| twitter:card | summary_large_image |
| og:image | https://opengraph.githubassets.com/3bd51740b29592e8055c7c664a604231846857addd026b0260b0c4c151695d44/Graphify-Labs/graphify/pull/1110 |
| og:image:alt | What this does
Headless graphify extract feeds every semantic file through _read_files, which does path.read_text(encoding="utf-8", errors="replace"). That is fine for markdown ... |
| og:image:width | 1200 |
| og:image:height | 600 |
| og:site_name | GitHub |
| og:type | object |
| og:author:username | yaanfpv |
| hostname | github.com |
| expected-hostname | github.com |
| None | 0f5d3ba365b3985d75c32a5957c8635488d58dcf027ae6ae958eee7edaa306a2 |
| turbo-cache-control | no-cache |
| go-import | github.com/Graphify-Labs/graphify git https://github.com/Graphify-Labs/graphify.git |
| octolytics-dimension-user_id | 297659074 |
| octolytics-dimension-user_login | Graphify-Labs |
| octolytics-dimension-repository_id | 1200597263 |
| octolytics-dimension-repository_nwo | Graphify-Labs/graphify |
| octolytics-dimension-repository_public | true |
| octolytics-dimension-repository_is_fork | false |
| octolytics-dimension-repository_network_root_id | 1200597263 |
| octolytics-dimension-repository_network_root_nwo | Graphify-Labs/graphify |
| turbo-body-classes | logged-out env-production page-responsive |
| disable-turbo | false |
| browser-stats-url | https://api.github.com/_private/browser/stats |
| browser-errors-url | https://api.github.com/_private/browser/errors |
| release | f24da9b76b42d77b0bb458f810509565e9ba5f1a |
| ui-target | full |
| theme-color | #1e2327 |
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| Skip to content | https://github.com/Graphify-Labs/graphify/pull/1110#start-of-content |
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| yaanfpv | https://github.com/yaanfpv |
| Graphify-Labs:v8 | https://github.com/Graphify-Labs/graphify/tree/v8 |
| yaanfpv:feat/image-vision | https://github.com/yaanfpv/graphify/tree/feat/image-vision |
| Conversation | https://github.com/Graphify-Labs/graphify/pull/1110 |
| Commits7 (7) | https://github.com/Graphify-Labs/graphify/pull/1110/commits |
| Checks | https://github.com/Graphify-Labs/graphify/pull/1110/checks |
| Files changed | https://github.com/Graphify-Labs/graphify/pull/1110/files |
| feat(llm): stop reading images and PDFs as garbage in headless extract | https://github.com/Graphify-Labs/graphify/pull/1110#top |
| yaanfpv | https://github.com/yaanfpv |
| Graphify-Labs:v8 | https://github.com/Graphify-Labs/graphify/tree/v8 |
| yaanfpv:feat/image-vision | https://github.com/yaanfpv/graphify/tree/feat/image-vision |
|
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
| Jun 2, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issue-4569227128 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
| #1109 | https://github.com/Graphify-Labs/graphify/issues/1109 |
| #450 | https://github.com/Graphify-Labs/graphify/issues/450 |
| #181 | https://github.com/Graphify-Labs/graphify/issues/181 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
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| https://github.com/yaanfpv |
| feat(llm): see images in headless extract across all vision backends | https://github.com/Graphify-Labs/graphify/pull/1110/commits/f462e777e158085be906cef9c11b9c04a5ec1a5c |
| f462e77 | https://github.com/Graphify-Labs/graphify/pull/1110/commits/f462e777e158085be906cef9c11b9c04a5ec1a5c |
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
|
Jun 2, 2026
| https://github.com/Graphify-Labs/graphify/pull/1110#ref-issue-4569221091 |
|
Headless graphify extract reads images as garbage text instead of seeing them
#1109
| https://github.com/Graphify-Labs/graphify/issues/1109 |
| yaanfpv | https://github.com/yaanfpv |
| June 2, 2026 12:38 | https://github.com/Graphify-Labs/graphify/pull/1110#commits-pushed-62a6785 |
|
| https://github.com/yaanfpv |
| feat(llm): cap images per chunk so image-dense corpora stay within li… | https://github.com/Graphify-Labs/graphify/pull/1110/commits/62a67856b705c3891d43836eca90569be368b63c |
| 62a6785 | https://github.com/Graphify-Labs/graphify/pull/1110/commits/62a67856b705c3891d43836eca90569be368b63c |
|
| https://github.com/yaanfpv |
| feat(llm): extract PDF text in headless extract instead of raw bytes | https://github.com/Graphify-Labs/graphify/pull/1110/commits/b0473debe0a580c455ba606f9205ca0810ccd87e |
| b0473de | https://github.com/Graphify-Labs/graphify/pull/1110/commits/b0473debe0a580c455ba606f9205ca0810ccd87e |
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
| Jun 2, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#event-26223834736 |
| yaanfpv | https://github.com/yaanfpv |
| June 2, 2026 12:46 | https://github.com/Graphify-Labs/graphify/pull/1110#commits-pushed-b02270f |
|
| https://github.com/yaanfpv |
| docs: note headless PDF text extraction | https://github.com/Graphify-Labs/graphify/pull/1110/commits/b02270f5f028f000dc4160c0ae92670b0f9c8aa4 |
| b02270f | https://github.com/Graphify-Labs/graphify/pull/1110/commits/b02270f5f028f000dc4160c0ae92670b0f9c8aa4 |
|
| https://github.com/yaanfpv |
| fix(llm): no per-image size cap for path-based backends | https://github.com/Graphify-Labs/graphify/pull/1110/commits/18958a87697491e211a6c2f87ba4c8702848abc8 |
| 18958a8 | https://github.com/Graphify-Labs/graphify/pull/1110/commits/18958a87697491e211a6c2f87ba4c8702848abc8 |
| https://github.com/safishamsi |
| safishamsi | https://github.com/safishamsi |
|
Jun 2, 2026
| https://github.com/Graphify-Labs/graphify/pull/1110#pullrequestreview-4407908363 |
|
View reviewed changes
| https://github.com/Graphify-Labs/graphify/pull/1110/files/18958a87697491e211a6c2f87ba4c8702848abc8 |
| safishamsi | https://github.com/safishamsi |
| https://github.com/Graphify-Labs/graphify/pull/1110#pullrequestreview-4407908363 |
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| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
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| https://github.com/yaanfpv |
| refactor(llm): pull the codex-cli backend out of this PR | https://github.com/Graphify-Labs/graphify/pull/1110/commits/69b9758c84991b02200d950ae66a5c080b23f4ad |
| 69b9758 | https://github.com/Graphify-Labs/graphify/pull/1110/commits/69b9758c84991b02200d950ae66a5c080b23f4ad |
| Graphify-Labs#1110 | https://github.com/Graphify-Labs/graphify/pull/1110 |
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
| Jun 2, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issuecomment-4601672546 |
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| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
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| safishamsi | https://github.com/safishamsi |
| June 2, 2026 10:57 | https://github.com/Graphify-Labs/graphify/pull/1110#event-26233094917 |
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
| Jun 2, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issuecomment-4601767781 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
| https://github.com/safishamsi |
| safishamsi | https://github.com/safishamsi |
| Jun 2, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issuecomment-4604228813 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
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| https://github.com/yaanfpv |
| chore(llm): finish the codex-cli pull-out from the image/PDF PR | https://github.com/Graphify-Labs/graphify/pull/1110/commits/25c0dcef605d6c0a04f5b34fcd0686fc63d5b3ab |
| 25c0dce | https://github.com/Graphify-Labs/graphify/pull/1110/commits/25c0dcef605d6c0a04f5b34fcd0686fc63d5b3ab |
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
| Jun 2, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issuecomment-4604863992 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
| https://github.com/yaanfpv |
| yaanfpv | https://github.com/yaanfpv |
| Jun 6, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issuecomment-4639732231 |
| 25c0dce | https://github.com/Graphify-Labs/graphify/commit/25c0dcef605d6c0a04f5b34fcd0686fc63d5b3ab |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
| safishamsi | https://github.com/safishamsi |
|
Jun 7, 2026
| https://github.com/Graphify-Labs/graphify/pull/1110#ref-commit-7467c1b |
|
| https://github.com/safishamsi |
|
| https://github.com/claude |
| feat/fix: land PRs | https://github.com/Graphify-Labs/graphify/commit/7467c1b6a41505495a5a0adea430431759aef8d6 |
| #1118 | https://github.com/Graphify-Labs/graphify/pull/1118 |
| #1110 | https://github.com/Graphify-Labs/graphify/pull/1110 |
| #1159 | https://github.com/Graphify-Labs/graphify/pull/1159 |
| #1107 | https://github.com/Graphify-Labs/graphify/pull/1107 |
| #1103 | https://github.com/Graphify-Labs/graphify/pull/1103 |
| (graph quality + new… | https://github.com/Graphify-Labs/graphify/commit/7467c1b6a41505495a5a0adea430431759aef8d6 |
| 7467c1b | https://github.com/Graphify-Labs/graphify/commit/7467c1b6a41505495a5a0adea430431759aef8d6 |
| #1118 | https://github.com/Graphify-Labs/graphify/pull/1118 |
| #1116 | https://github.com/Graphify-Labs/graphify/issues/1116 |
| #1110 | https://github.com/Graphify-Labs/graphify/pull/1110 |
| #1159 | https://github.com/Graphify-Labs/graphify/pull/1159 |
| #1107 | https://github.com/Graphify-Labs/graphify/pull/1107 |
| #1103 | https://github.com/Graphify-Labs/graphify/pull/1103 |
| #1112 | https://github.com/Graphify-Labs/graphify/issues/1112 |
| https://github.com/safishamsi |
| safishamsi | https://github.com/safishamsi |
| Jun 7, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#issuecomment-4640901720 |
| 7467c1b | https://github.com/Graphify-Labs/graphify/commit/7467c1b6a41505495a5a0adea430431759aef8d6 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
| https://github.com/safishamsi |
| safishamsi | https://github.com/safishamsi |
| Jun 7, 2026 | https://github.com/Graphify-Labs/graphify/pull/1110#event-26431291138 |
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safishamsi
| https://github.com/safishamsi |
|
Headless graphify extract reads images as garbage text instead of seeing them
| https://github.com/Graphify-Labs/graphify/issues/1109 |
| Please reload this page | https://github.com/Graphify-Labs/graphify/pull/1110 |
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