RAG Converter In The Wild: Remade Stack In Your Browser Tab
ragconverter.com turns PDF, Office, images, and audio into RAG chunks as WebAssembly in your tab. Remade Media, Mind, and Memory crates, files never uploaded.
What is RAG Converter in the wild?
ragconverter.com is a live Remade with Rust deployment: documents become RAG chunks as WebAssembly in your browser tab, using house Media, Mind, and Memory crates so files never leave the machine.
RAG Converter is not a slide about local RAG. It is a Remade with Rust deployment you can open in a tab today: drop a PDF, a Word file, a spreadsheet, a screenshot, or a recording, and get overlapping chunks as JSONL without the file leaving your machine.
That is what In The Wild means on this site. Lab crates earned names. Wild deployments earn users. RAG Converter is the first public proof that Media, Mind, and Memory can ship together as one product surface instead of a constellation brochure. Pair this note with MATA.NETWORK in the wild when you want the mesh home those same crates aim at. For the catalog map, open Vision.
Why RAG Converter Is A Remade Deployment
Cloud document-to-vector pipelines usually mean LibreOffice somewhere, a GPU somewhere else, and your board pack visiting a region before an embedding model is allowed to care. RAG Converter refuses that topology. The free path is WebAssembly in the tab. Real formats are parsed directly: PDF, Word, PowerPoint, Excel, Markdown, images, audio. No LibreOffice. No cloud conversion step. No queue for the browser tier.
Nothing Uploaded Is The Product Claim
The page reads the document. Chunks form in process. Export is chunks.jsonl plus manifest.json. Portable output loads into SpaceDB, Chroma, Qdrant, pgvector, LanceDB, or anything that takes vectors. That is local-first RAG as a verb, not a privacy policy paragraph. See also local AI is not a hobby for the Mind thesis behind OCR and speech that stay home.
Browser Path Versus API Path
The browser path is simple and fast for a quick conversion. The developer API posts a document to /v1/convert and returns the same NDJSON shape with no file limit, running full-size models a tab cannot: Carmenta at native resolution, Mercury for speech, Argus for video. Identical artifact for a person and a pipeline. That is how Remade Mind engines leave the brochure and enter a product SLA.
Which Remade Crates Are Actually Running
RAG Converter publishes the stack on the product itself. This is the Remade graph under the glass, not an aspirational footnote.
Media And Document Surface
rusty_xml carries Word, PowerPoint, and Excel without LibreOffice. rusty_jpeg and rusty_png decode images. rusty_flac handles audio. rusty_zstd compresses where the pipeline needs it. remade-ffmpeg-rs sits in the wider Media band when video work grows past the tab. The ingest and chunking path is the house rusty_rag seam named on the site.
Mind Engines That Stay On The Device
FFAI supplies the toolkit. Carmenta is OCR on scans and screenshots in WASM. Mercury turns recordings into transcripts. Argus describes images and video frames on the API path. Cloud OCR and Whisper.cpp trees are what this deployment displaces without asking you to trust a GPU farm with the board pack.
Memory, Allocator, Clock
SpaceDB is the storage seam the JSONL is built to feed: CRDT per entry when you keep the corpus local. rusty_alloc is the allocator, including wasm. rusty_time stamps every chunk. Together with Trust discipline on the lockfile, the product can claim memory-safe foundations instead of a C conversion sidecar. Standards pressure for that claim: NIST SSDF. Zero-trust language for not trusting the network with the file: NIST SP 800-207.
What Builders Should Steal From This Ship
Ship a Remade product the way RAG Converter ships: one user-visible promise (files never leave), one portable artifact (JSONL), one constellation of crates under the hood that you can name out loud. Filter Learn by In The Wild for siblings. Read The Importance of Remade With Rust for the program thesis. When the chunks need a mesh home instead of a single laptop, the twin field note is MATA.NETWORK in the wild.
The Monday Test
Open ragconverter.com, drop a file you would not upload to a vendor, export chunks, load them somewhere you control. If that loop feels boring, the deployment worked. Wild means the Remade stack survived contact with a Tuesday afternoon PDF.
Where To Look Next
Vision band In The Wild, org Remade-With-Rust, and the Mind / Media / Memory filters on Learn for every crate named above.
FAQ
Quick answers for builders evaluating this technology.
Are documents uploaded to ragconverter.com?
No. The free converter is compiled to WebAssembly and runs inside the tab. Documents are read by the page. The site may ask a server only how many free conversions remain, carrying a count, not your files.
Which Remade crates ship in RAG Converter?
Among others: rusty_rag, rusty_xml, rusty_jpeg, rusty_png, rusty_flac, rusty_zstd, rusty_alloc, rusty_time, SpaceDB seams, FFAI with Carmenta OCR, Mercury speech, and Argus vision on the API path.
What does the API add beyond the browser?
POST /v1/convert returns the same JSONL shape with no file limit and full-size models a browser cannot run: native-resolution Carmenta, Mercury for speech, Argus for video.
Where can I load the output?
JSONL with one object per chunk loads into SpaceDB, Chroma, Qdrant, pgvector, LanceDB, Weaviate, Pinecone, Milvus, or any store that imports newline-delimited JSON.
Where do I read more?
Use https://ragconverter.com for the product, Learn filter In The Wild for sibling field notes, and Vision for the constellation map of every remade crate underneath.