Local-first memory and retrieval for private project knowledge. Enables indexing files, searching, and asking questions about project documents using local embeddings and LLM.
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process.env. You'll be asked to provide them before it can run.GITHUB_ACTIONSKB_INCLUDE_EXTENSIONSPUBLIC_RAGMIR_LANDING_URLRAGMIR_EMBEDDING_MODELRAGMIR_EMBEDDING_MODEL_PATHRAGMIR_EMBEDDING_PROVIDERRAGMIR_HYBRID_TEXT_SCAN_LIMITRAGMIR_IMAGE_OCR_COMMAND— as a JSON array, for example ["ragmir-image-ocr","{input}"]RAGMIR_IMAGE_OCR_TIMEOUT_MSRAGMIR_INCLUDE_EXTENSIONS— ".transcript,.evidence" npx ragmir ingestRAGMIR_LEGACY_WORD_COMMAND— as a JSON array, for example ["ragmir-doc-text","{input}"]RAGMIR_LEGACY_WORD_TIMEOUT_MSRAGMIR_LICENSE_PRIVATE_KEY_JWKRAGMIR_MCP_MAX_TOP_KRAGMIR_PDF_OCR_COMMAND— as a JSON array, for example ["ragmir-pdf-ocr","{input}"]RAGMIR_PDF_OCR_TIMEOUT_MSRAGMIR_TRANSFORMERS_ALLOW_REMOTE_MODELSRAGMIR_TTS_EDGE_RATERAGMIR_TTS_EDGE_VOICERAGMIR_TTS_ENGINERAGMIR_TTS_LANG— lang enesfr (or ) to switch language: it selects the matching self-containedRAGMIR_TTS_MODEL— path, a native neural voice. Override the model directly with --model or .RAGMIR_TTS_MODEL_PATHTAURI_DEV_HOSTTAURI_ENV_DEBUGTAURI_SIGNING_PRIVATE_KEYTAURI_SIGNING_PRIVATE_KEY_PATHXTTS_SPEAKERXTTS_LANG[](https://m8ven.ai/mcp/jcode-works-jcode-ragmir-1nnnu1)