| --- |
| license: mit |
| tags: |
| - sls |
| - 3d-printing |
| - additive-manufacturing |
| - inova-mk1 |
| - agents |
| configs: |
| - config_name: knowledge |
| data_files: |
| - split: train |
| path: data/knowledge.jsonl |
| default: true |
| --- |
| |
| # SLS-Knowledge |
|
|
| Knowledge corpus for SLS printing — the Inova MK1 specifically and |
| selective laser sintering in general: technical data sheets, machine |
| data, parameter translation notes, and (as the agentic system evolves) |
| knowledge the agents themselves write down and maintain. |
|
|
| This is also the runtime knowledge base of the Inova MK1 agentic SLS |
| system: the `reference_list`/`reference_get` MCP tools serve |
| `source/*.md` directly to every agent harness. The parent repo pins this |
| repo's commit as a submodule, so the exact corpus state agents saw at any |
| experiment is reconstructible. |
|
|
| - `source/*.md` — curated documents (markdown + `title`/`summary` |
| frontmatter) — these are what the agents' `reference_*` tools serve |
| - `source/materials/<powder>/` — original manufacturer documents, one |
| folder per powder (currently the official Formlabs TDS PDFs for all |
| seven Fuse-series SLS powders: Nylon 12, Nylon 12 GF, Nylon 12 White, |
| Nylon 12 Tough, Nylon 11, Nylon 11 CF, TPU 90A) |
| - `data/knowledge.jsonl` — processed, `load_dataset`-ready form of the |
| markdown corpus (`scripts/knowledge/01_extract.py`) |
|
|
| Current documents: Formlabs Nylon 12 GF TDS values + measured baselines |
| (the optimization targets), Fuse 1 → Inova MK1 parameter translation, |
| Inova print-profile conventions. |
|
|
