Lets the owner point transcription and summarisation at any AI: an open-standard
endpoint (OpenAI-compatible / local faster-whisper / Ollama) or a commercial API
(OpenAI, Anthropic, Gemini). Config-driven, self-hostable, no lock-in.
What changed:
- server/app/providers/: provider layer.
- base.py: Transcriber/Summariser protocols + shared summary prompt + tolerant JSON
parser (uniform Summary shape across providers).
- summary.py: OpenAICompatibleSummariser (any /chat/completions - OpenAI, Groq,
OpenRouter, LocalAI, LM Studio, vLLM, Ollama /v1) and AnthropicSummariser (Claude
via the official anthropic SDK; Messages API has no OpenAI-compatible endpoint).
- transcription.py: OpenAICompatibleTranscriber (/audio/transcriptions - OpenAI,
Groq, self-hosted whisper server) and LocalWhisperTranscriber (faster-whisper,
execution wired in M5).
- factory.py: builds the configured providers with per-provider defaults
(anthropic -> claude-opus-4-8, openai_compatible -> gpt-4o-mini, ollama -> llama3.1).
- config.py + .env.example: transcription_provider / llm_provider selectors + base_url,
key, model settings; local faster-whisper and Ollama kept as the self-hosted defaults.
- main.py: /health now reports the resolved provider names (no secrets).
- requirements.txt: httpx drives all HTTP providers; anthropic + faster-whisper are
optional, only for their respective providers.
- docs/ai-providers.md: config recipes for OpenAI, Groq, Anthropic, Gemini, LocalAI,
LM Studio, Ollama, self-hosted whisper.
- state/: DECISIONS, ARCHITECTURE, TODO updated.
Why:
- The user asked to connect the device to any open standard AI or commercial one; this
is also the core differentiator vs Plaud's locked cloud.
Notes:
- Anthropic provider uses the official SDK and defaults to claude-opus-4-8 (per the
claude-api guidance). AI deps are optional per chosen provider. Modules byte-compile
cleanly; end-to-end wiring into the ingest pipeline lands with M5.
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
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83 lines
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# TODO
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> The current state of play. Keep it honest and current; this is what the next session
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> reads to know what to do. Move items between sections as they progress.
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## In progress
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- [ ] (nothing active - M3 is next)
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## Pending (roughly in build order)
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- [ ] M3 Independent uploader: charge/VBUS detect -> powered mode, S3-compatible +
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WebDAV upload of audio + metadata (config store already landed in M2).
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(branch `feature/fw-uploader`)
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- [ ] M4 BLE GATT: device info, battery, record control, WiFi provisioning, status
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notifications; hand-off to WiFi for transfer. (branch `feature/fw-ble`)
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- [ ] M5 Server ingest + transcription: FastAPI ingest from object store/upload, store,
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faster-whisper transcription, DB, exports (audio/TXT/SRT/VTT/JSON). REST API.
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(branch `feature/server-ingest-stt`)
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- [ ] M6 Server summaries: Ollama LLM summary + action items, Markdown export.
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(branch `feature/server-summary`)
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- [ ] M7 Flutter app: BLE provisioning, device dashboard, library from server API,
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playback, transcript/summary view, export/share, settings.
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(branch `feature/app-mvp`)
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- [ ] M8 3D case: parametric OpenSCAD enclosure fit to the BOM board + battery; print/fit.
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(branch `feature/case-v1`)
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- [ ] M9 Hardening + OTA: API auth, credential handling, OTA update, docs handoff.
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(branch `feature/hardening-ota`)
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## Pending - AI provider flexibility
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- [x] Pluggable AI providers (server): transcription + LLM target any open-standard
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endpoint (OpenAI-compatible / local / Ollama) OR commercial (OpenAI, Anthropic,
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Gemini). Config-driven, no lock-in. Provider layer + HTTP + Anthropic providers
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done (PR #5). Local faster-whisper execution + calling the providers from the
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ingest pipeline complete in M5. See docs/ai-providers.md.
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## Pending - Plaud-derived backlog (see docs/plaud-comparison.md)
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- [ ] Speaker diarisation + labels (server); rename-speaker in the app.
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- [ ] Summary templating: built-in templates (meeting/action-items/to-do/mind-map/
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decisions) + user templates; role-based multidimensional summaries.
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- [ ] Ask AI: chat grounded in a recording's transcript (RAG), via the chosen LLM provider.
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- [ ] Custom vocabulary / prompt hints for transcription + summary.
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- [ ] Multimodal attachments: text notes + images attached to a recording.
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- [ ] Mark-a-moment: device long-press during recording -> highlight timestamp, surfaced
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in the app and used to focus summaries.
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- [ ] Auto title + auto formatting of transcripts and summaries.
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- [ ] Library organisation: tags, folders, full-text search (server + app).
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- [ ] Share links for summaries (extends the export endpoint).
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- [ ] Optional hardware variant with a small OLED status display (InstantView equivalent).
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- [ ] Calendar integration (nice-to-have).
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## Done
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- [x] Dev testing + emulation harness - native unit tests (wav/range), Wokwi emulator,
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cppcheck + OpenAPI validation in CI, docs/testing.md (PR #3, 2026-07-03).
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- [x] M2 On-device WiFi + REST API - WiFi/SoftAP + mDNS + config(NVS) + device REST API
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(status, list, metadata, audio-with-Range, delete, record start/stop, config).
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(PR #2 `feature/fw-rest-api`, 2026-07-03). Not yet hardware-verified.
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- [x] M1 Firmware recording core - mic capture to WAV on SD + button/LED + metadata
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(merged: PR #1 `feature/fw-recorder-core`, 2026-07-03). Not yet hardware-verified.
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- [x] M0 Scaffold - repo, licences, state docs, BOM, OpenAPI, skeletons, CI
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(merged to `main`, 2026-07-03)
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- [x] Create Forgejo repo `laurence/openscribe` (public, main) - 2026-07-03
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- [x] Decide hardware, sync model, AI stack, app platform, storage, licensing (see
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DECISIONS.md) - 2026-07-03
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## Follow-ups (deferred, do when convenient)
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- [ ] Audio calibration: INMP441 emits 24-bit samples in a 32-bit slot. M1 reads in
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16-bit mode (usable for speech, may be quiet). If levels are low on the dev build,
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capture 32-bit and right-shift into int16 in `audio.cpp`.
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- [ ] Real timestamps: ids/`started_at` are uptime-based (no RTC/NTP yet). Add NTP now
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that WiFi exists (M2), and switch ids and `started_at` to real UTC.
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- [ ] API auth is open when no token set; SoftAP has a fixed default passphrase. Harden
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both before any deployment (see NOTES "Security follow-ups").
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## Blocked / waiting
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- [ ] Physical build + on-device verification - waiting on parts from `hardware/BOM.md`.
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Until parts arrive, firmware is validated by CI build (Forgejo Actions) of both
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board profiles, not on real hardware.
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