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AI Alliance"},"license":"Apache-2.0","homepage":"https://github.com/The-AI-Alliance/semiont#readme","keywords":["semantic-annotation","knowledge-graph","context-assembly","meaning-making","resource-analysis"],"repository":{"url":"git+https://github.com/The-AI-Alliance/semiont.git","type":"git","directory":"packages/make-meaning"},"description":"Making meaning from resources through context assembly, pattern detection, and relationship reasoning","maintainers":[{"name":"adamaialliance","email":"apingel@thealliance.ai"}],"readme":"# @semiont/make-meaning\n\n[![Tests](https://github.com/The-AI-Alliance/semiont/actions/workflows/package-tests.yml/badge.svg)](https://github.com/The-AI-Alliance/semiont/actions/workflows/package-tests.yml?query=branch%3Amain+is%3Asuccess+job%3A%22Test+make-meaning%22)\n[![codecov](https://codecov.io/gh/The-AI-Alliance/semiont/graph/badge.svg?flag=make-meaning)](https://codecov.io/gh/The-AI-Alliance/semiont?flag=make-meaning)\n[![npm version](https://img.shields.io/npm/v/@semiont/make-meaning.svg)](https://www.npmjs.com/package/@semiont/make-meaning)\n[![npm downloads](https://img.shields.io/npm/dm/@semiont/make-meaning.svg)](https://www.npmjs.com/package/@semiont/make-meaning)\n[![License](https://img.shields.io/npm/l/@semiont/make-meaning.svg)](https://github.com/The-AI-Alliance/semiont/blob/main/LICENSE)\n\n**Making meaning from resources through actors, context assembly, and relationship reasoning.**\n\nThis package implements the actor model from [ACTOR-MODEL.md](../../docs/system/ACTOR-MODEL.md). It owns the **Knowledge Base** and the seven actors that serve it.\n\n**The actors no longer run in one process.** Each container entry point in this package starts the subset it owns, and the gateway constructs **none** of them — it keeps the HTTP surface and the bus door. The job queue is the dispatcher's ([apps/dispatcher](../../apps/dispatcher/README.md)).\n\n| Service | Entry point | Actors |\n| --- | --- | --- |\n| **Archivist** | `@semiont/make-meaning/archivist-main` | Stower, Browser, CloneTokenManager |\n| **Librarian** | `@semiont/make-meaning/librarian-main` | Gatherer, Matcher |\n| **Smelter** | `@semiont/make-meaning/smelter-main` | Smelter |\n| **Weaver** | `@semiont/make-meaning/weaver-main` | Weaver |\n\n`startMakeMeaning()` still assembles the **whole** set in one process — that is what `LocalTransport`, scripts and tests use. It runs no jobs: a script that runs them runs the stack. In the split topology no process assembles a subset: each sidecar's `*-main` composes exactly what it owns, and the gateway composes nothing from this package.\n\n### The access actors — the bus-facing interface of the Knowledge Base\n\n- **Stower** (write, *Archivist*) — the single write gateway to the Knowledge Base; handles all resource and annotation mutations and job lifecycle events. The only caller that appends events\n- **Browser** (read, *Archivist*) — handles all KB read queries: resources, annotations, events, annotation history, referenced-by lookups, entity type and tag-schema listing, the collaborator directory (the KB's declared software agents, derived from the workers/actors inference config), the KB's description of itself (its committed name and domain, and the working tree's branch), and directory browse (merging filesystem listings with KB metadata)\n- **Gatherer** (context assembly, *Librarian*) — assembles gathered context for annotations (`gather:requested`) and resources (`gather:resource-requested`); searches vectors for semantically similar passages (adds `semanticContext` to `GatheredContext`)\n- **Matcher** (search/link, *Librarian*) — context-driven candidate search with multi-source retrieval, composite structural scoring, and optional LLM semantic scoring\n- **CloneTokenManager** (yield, *Archivist*) — manages clone token lifecycle for resource cloning\n\n**Stower and Browser stay together on purpose:** Stower writes the events and projections that Browser reads, so splitting them would open a cross-process read-after-write window over the same state. Git is single-writer for the same reason — the Archivist owns the working tree.\n\n### The projection pipelines — addressed by no one, replying to nothing\n\n- **Weaver** (project, *Weaver service*) — subscribes to graph-relevant domain events and projects them into the graph database. It rebuilds from the event log only on an explicit `weave:rebuild`, so a projection-shape change needs that command, not just a restart\n- **Smelter** (embed, *Smelter service*) — subscribes to domain events, reads content through `WorkerContentTransport`, chunks text, embeds via `@semiont/vectors`, and indexes into the vector store (Qdrant). It also owns anchored-text extraction. On startup it reconciles Qdrant against the KS catalog — re-embedding what's missing or stale (every upsert is stamped with the embedded bytes' checksum, so changed content is detected) and deleting orphans — so a wiped Qdrant volume, or events missed while it was down, recover by restarting it\n\n(The third derived read model — the materialized views — is not pipeline-maintained: the EventStore's `ViewManager` materializes views synchronously inside `appendEvent()` for a read-your-writes guarantee. The Archivist rebuilds them at startup; unlike the graph, they need no explicit command.)\n\nAll seven actors subscribe to the EventBus via RxJS pipelines and expose no public business methods — only `initialize()` and `stop()`, plus a startup recovery entry point on the pipelines (`rebuildAll()` / `reconcile()`). Callers communicate with the access actors by putting events on the bus.\n\nThe EventBus is a **complete interface** for all knowledge-domain operations. HTTP routes in the gateway are thin wrappers that delegate to EventBus actors. The `@semiont/http-transport` exposes the same operations via verb-oriented namespaces (`semiont.browse`, `semiont.mark`, `semiont.gather`, etc.).\n\n## Quick Start\n\n```bash\nnpm install @semiont/make-meaning\n```\n\n### Start Make-Meaning Service\n\n```typescript\nimport { startMakeMeaning } from '@semiont/make-meaning';\nimport { SemiontProject } from '@semiont/core/node';\nimport { EventBus } from '@semiont/core';\nimport type { Logger } from '@semiont/core';\n\n// EventBus is created outside make-meaning — it is not encapsulated by this package\nconst eventBus = new EventBus();\nconst project = new SemiontProject('/path/to/project', {\n  anchoredTextDir: process.env.SEMIONT_ANCHORED_TEXT_DIR!,\n});\n\n// Start all infrastructure\nconst makeMeaning = await startMakeMeaning(project, config, eventBus, logger);\n\n// Access components\nconst { knowledgeSystem, jobQueue } = makeMeaning;\nconst { kb, stower, browser, gatherer, matcher, cloneTokenManager } = knowledgeSystem;\n\n// Graceful shutdown\nawait makeMeaning.stop();\n```\n\nThis single call initializes:\n- **KnowledgeSystem** — groups the Knowledge Base and its actors\n  - **KnowledgeBase** — groups EventStore, ViewStorage, WorkingTreeStore, GraphDatabase, Weaver, and optionally VectorStore\n  - **Stower** — subscribes to write commands on EventBus\n  - **Browser** — subscribes to all KB read queries and directory browse requests on EventBus\n  - **Gatherer** — subscribes to annotation and resource gather requests on EventBus; searches vectors for semantically similar passages\n  - **Matcher** — subscribes to candidate search requests on EventBus\n  - **CloneTokenManager** — subscribes to clone token operations on EventBus\n- **JobQueue** — background job processing queue + job status subscription\n- **Bus command handlers** — request-channel translators registered via `registerBusHandlers`\n\nIt does **not** start the Smelter (a standalone process — `@semiont/make-meaning/smelter-main`) or the job workers (the worker process in [@semiont/jobs](../jobs/) — see [Job Workers](./docs/job-workers.md)).\n\n### Gather Context (via EventBus)\n\n```typescript\nimport { firstValueFrom, race, filter, timeout } from 'rxjs';\n\nconst correlationId = crypto.randomUUID();\n\n// Emit gather request for an annotation\neventBus.get('gather:requested').next({\n  correlationId,\n  annotationId,\n  resourceId,\n  options: { contextWindow: 1000 },\n});\n\n// Await result\nconst result = await firstValueFrom(\n  race(\n    eventBus.get('gather:complete').pipe(filter(e => e.correlationId === correlationId)),\n    eventBus.get('gather:failed').pipe(filter(e => e.correlationId === correlationId)),\n  ).pipe(timeout(30_000)),\n);\n```\n\n## Architecture\n\n### Actor Model\n\nAll meaningful actions flow through the EventBus. The KB actors are reactive — they subscribe via RxJS pipelines in `initialize()` and communicate results by emitting on the bus.\n\n```mermaid\ngraph TB\n    Routes[\"Gateway Routes\"] -->|commands| BUS[\"Event Bus\"]\n    Workers[\"Job Workers\"] -->|commands| BUS\n    EBC[\"SemiontClient\"] -->|commands| BUS\n\n    subgraph ks [\"Knowledge System\"]\n        STOWER[\"Stower<br/>(write)\"]\n        BROWSER[\"Browser<br/>(read)\"]\n        GATHERER[\"Gatherer<br/>(context assembly)\"]\n        MATCHER[\"Matcher<br/>(search/link)\"]\n        SMELTER[\"Smelter<br/>(embed pipeline, standalone process)\"]\n        WEAVER[\"Weaver<br/>(graph pipeline)\"]\n        CTM[\"CloneTokenManager<br/>(clone)\"]\n        KB[\"Knowledge Base\"]\n        VECTORS[\"Vector Store<br/>(Qdrant)\"]\n        STOWER -->|persist| KB\n        BROWSER -->|query| KB\n        GATHERER -->|query| KB\n        GATHERER -->|search| VECTORS\n        MATCHER -->|query| KB\n        MATCHER -->|search| VECTORS\n        SMELTER -->|embed & index| VECTORS\n        SMELTER -->|read| KB\n        WEAVER -->|project| KB\n        CTM -->|query| KB\n    end\n\n    BUS -->|\"yield:create, yield:update, yield:mv<br/>mark:create, mark:delete, mark:update-body<br/>frame:add-entity-type, frame:add-tag-schema<br/>mark:archive, mark:unarchive, mark:update-entity-types<br/>job:start, job:complete, job:fail\"| STOWER\n    BUS -->|\"browse:resource-requested, browse:resources-requested<br/>browse:annotations-requested, browse:annotation-requested<br/>browse:events-requested, browse:annotation-history-requested<br/>browse:referenced-by-requested, browse:entity-types-requested<br/>browse:tag-schemas-requested, browse:agents-requested<br/>browse:kb-requested, browse:directory-requested\"| BROWSER\n    BUS -->|\"gather:requested<br/>gather:resource-requested\"| GATHERER\n    BUS -->|\"match:search-requested\"| MATCHER\n    BUS -->|\"domain events:<br/>yield:created, yield:updated<br/>yield:representation-added<br/>mark:added, mark:removed, mark:archived\"| SMELTER\n    BUS -->|\"graph-relevant<br/>domain events\"| WEAVER\n    BUS -->|\"yield:clone-token-requested<br/>yield:clone-resource-requested<br/>yield:clone-create\"| CTM\n\n    STOWER -->|\"yield:create-ok, yield:update-ok, yield:move-ok<br/>mark:delete-ok, *-failed replies<br/>(domain events are republished onto the bus<br/>by the EventStore: yield:created, mark:added, ...)\"| BUS\n    BROWSER -->|\"browse:resource-result, browse:resources-result<br/>browse:annotations-result, browse:annotation-result<br/>browse:events-result, browse:annotation-history-result<br/>browse:referenced-by-result, browse:entity-types-result<br/>browse:tag-schemas-result, browse:agents-result<br/>browse:kb-result, browse:directory-result\"| BUS\n    GATHERER -->|\"gather:complete, gather:failed<br/>gather:resource-complete, gather:resource-failed\"| BUS\n    MATCHER -->|\"match:search-results, match:search-failed\"| BUS\n    CTM -->|\"yield:clone-token-generated<br/>yield:clone-resource-result<br/>yield:clone-created\"| BUS\n\n    classDef bus fill:#e8a838,stroke:#b07818,stroke-width:3px,color:#000,font-weight:bold\n    classDef actor fill:#5a9a6a,stroke:#3d6644,stroke-width:2px,color:#fff\n    classDef kb fill:#8b6b9d,stroke:#6b4a7a,stroke-width:2px,color:#fff\n    classDef caller fill:#4a90a4,stroke:#2c5f7a,stroke-width:2px,color:#fff\n\n    class BUS bus\n    classDef vectorstore fill:#6b8e9d,stroke:#4a6a7a,stroke-width:2px,color:#fff\n    class STOWER,BROWSER,GATHERER,MATCHER,SMELTER,WEAVER,CTM actor\n    class KB kb\n    class VECTORS vectorstore\n    class Routes,Workers,EBC caller\n```\n\n### Knowledge System and Knowledge Base\n\nThe **Knowledge System** binds the Knowledge Base to its actors. Nothing outside the Knowledge System reads or writes the Knowledge Base directly.\n\nThe **Knowledge Base** is an inert store — it has no intelligence, no goals, no decisions. It groups five core subsystems and one optional one:\n\n| Store | Implementation | Purpose |\n|-------|---------------|---------|\n| **Event Log** | `EventStore` | Immutable append-only log of all domain events |\n| **Materialized Views** | `ViewStorage` | Denormalized projections for fast reads (materialized synchronously on append) |\n| **Content Store** | `WorkingTreeStore` | Working-tree files addressed by URI |\n| **Graph** | `GraphDatabase` | Eventually consistent relationship projection |\n| **Weaver** | `Weaver` | Event-to-graph projection pipeline (one of the two pipeline actors; carried on the KB record because `createKnowledgeBase()` constructs and starts it) |\n| **Vectors** *(optional)* | `VectorStore` | Semantic vector index (Qdrant + memory) via `@semiont/vectors` |\n\nIts sibling pipeline, the Smelter (event-to-vector projection), is **not** a KB member — it runs as a standalone process via `@semiont/make-meaning/smelter-main`.\n\n```typescript\nimport { createKnowledgeBase } from '@semiont/make-meaning';\n\nconst kb = await createKnowledgeBase(eventStore, project, graphDb, eventBus, logger, options);\n// kb.eventStore, kb.views, kb.content, kb.graph, kb.weaver\n// kb.vectors (optional), kb.projectionsDir\n```\n\n### EventBus Ownership\n\nThe EventBus is created by the gateway (or script) and passed into `startMakeMeaning()` as a dependency. Make-meaning does not own or encapsulate the EventBus — it is shared across the entire system.\n\n### Pure projection validators\n\nEntity types are a controlled vocabulary: the Stower refuses a `mark:update-entity-types` that adds one not registered. The rule is a pure function in [`src/views/projection-validators.ts`](src/views/projection-validators.ts): `validateEntityTypes(registered, requested)` → `{ ok: true } | { ok: false; unknown }`, a set membership check that lists the offending tags in caller order. The Stower is the I/O shell: it reads the projection (via the readers in `src/views/`), passes it to the validator, and refuses the whole request before its first append. Validator unit tests run in single-digit milliseconds with no filesystem and no event bus; `__tests__/stower-entity-types.test.ts` covers the wiring.\n\nThis pattern (functional core, imperative shell) is shared with `@semiont/event-sourcing`'s projection reducers; see [`docs/system/PROJECTION-PATTERN.md`](../../docs/system/PROJECTION-PATTERN.md) for the architectural narrative, the full axiom catalog, and guidance for adding new validators.\n\n## Documentation\n\n- **[Architecture](./docs/architecture.md)** — Actor model, data flow, storage architecture\n- **[API Reference](./docs/api-reference.md)** — Context modules and operations\n- **[Examples](./docs/examples.md)** — Common use cases and patterns\n- **[Job Workers](./docs/job-workers.md)** — Async annotation workers (in @semiont/jobs)\n- **[Scripting](./docs/SCRIPTING.md)** — Direct scripting without HTTP gateway\n\n## Exports\n\n### Service (Primary)\n\n- `startMakeMeaning(project, config, eventBus, logger)` — Initialize all infrastructure\n- `MakeMeaningService` — Type for service return value (`knowledgeSystem`, `jobQueue`, `stop`)\n\n### Knowledge System\n\n- `KnowledgeSystem` — Interface grouping the Knowledge Base and its actors\n- `stopKnowledgeSystem(ks)` — Ordered teardown of the Knowledge System\n\n### Knowledge Base\n\n- `createKnowledgeBase(eventStore, project, graphDb, eventBus, logger, options?)` — Async factory function\n- `KnowledgeBase` — Interface grouping the KB stores (`eventStore`, `views`, `content`, `graph`, optional `vectors`) plus the `weaver` pipeline\n\n### Actors\n\n- `Stower` — Write gateway actor\n- `Browser` — Read actor (all KB queries, directory listings merged with KB metadata)\n- `Gatherer` — Context assembly actor (annotation and resource gather flows; vector semantic search)\n- `Matcher` — Search/link actor (context-driven candidate search with structural + semantic scoring)\n- `CloneTokenManager` — Clone token lifecycle actor (yield domain)\n- `Smelter` / `smelterFanIn` / `WorkerContentTransport` — the embedding pipeline, its domain-event fan-in, and the worker-side content transport; wired together by the standalone `@semiont/make-meaning/smelter-main` entry point, and exported for callers that run the pipeline on their own `BusRequestPrimitive`\n\nThe Weaver is not exported — `createKnowledgeBase()` constructs it internally and exposes it as `kb.weaver`.\n\n### Operations\n\n- `AnnotationOperations` — Annotation CRUD (emits commands to EventBus)\n\n### Context Assembly\n\n- `ResourceContext` — Resource metadata queries from ViewStorage\n- `AnnotationContext` — Annotation queries and LLM context building\n- `GraphContext` — Graph traversal and search\n- `LLMContext` — Resource-level LLM context assembly\n\n### Generation\n\n- `generateResourceSummary` — Resource summarization\n- `generateReferenceSuggestions` — Smart suggestion generation\n\n## Dependencies\n\n- **[@semiont/core](../core/)** — Core types, EventBus, `StateUnit` / `BusRequestPrimitive`, utilities\n- **[@semiont/http-transport](../http-transport/)** — OpenAPI-generated types\n- **[@semiont/event-sourcing](../event-sourcing/)** — Event store and view storage\n- **[@semiont/content](../content/)** — Content-addressed storage\n- **[@semiont/graph](../graph/)** — Graph database abstraction\n- **[@semiont/ontology](../ontology/)** — Schema definitions for tags\n- **[@semiont/inference](../inference/)** — AI primitives (generateText)\n- **[@semiont/vectors](../vectors/)** — Vector store abstraction (Qdrant + memory) and embedding providers (Voyage, Ollama)\n- **[@semiont/jobs](../jobs/)** — The job worker: processors and the worker process\n- **[@semiont/observability](../observability/)** — Actor spans and metrics providers\n- **[@semiont/sdk](../sdk/)** — `parseJwtExpiry` / `refreshDelayMs`, the token refresh schedule (used by the sidecars' agent session)\n\n## Testing\n\n```bash\nnpm test                # Run tests\nnpm run test:watch      # Watch mode\nnpm run test:coverage   # Coverage report\n```\n\n## License\n\nApache-2.0\n","readmeFilename":"README.md"}