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- Schema - ChunkEmbeddings now uses chunk_id: str instead of chunk: bytes
- Schema - DocumentEmbeddingsResponse now returns chunk_ids: list[str]
instead of chunks
- Translators - Updated to serialize/deserialize chunk_id
- Clients - DocumentEmbeddingsClient.query() returns chunk_ids
- SDK/API - flow.py, socket_client.py, bulk_client.py updated
- Document embeddings service - Stores chunk_id (document ID) instead
of chunk text
- Storage writers - Qdrant, Milvus, Pinecone store chunk_id in payload
- Query services - Return chunk_id from vector store searches
- Gateway dispatchers - Serialize chunk_id in API responses
- Document RAG - Added librarian client to fetch chunk content from
Garage using chunk_ids
- CLI tools - Updated all three tools:
- invoke_document_embeddings.py - displays chunk_ids, removed
max_chunk_length
- save_doc_embeds.py - exports chunk_id
- load_doc_embeds.py - imports chunk_id
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| .. | ||
| __TEMPLATE.md | ||
| architecture-principles.md | ||
| cassandra-consolidation.md | ||
| cassandra-performance-refactor.md | ||
| collection-management.md | ||
| document-embeddings-chunk-id.md | ||
| entity-centric-graph.md | ||
| extraction-time-provenance.md | ||
| flow-class-definition.md | ||
| flow-configurable-parameters.md | ||
| graph-contexts.md | ||
| graphql-query.md | ||
| graphrag-performance-optimization.md | ||
| import-export-graceful-shutdown.md | ||
| jsonl-prompt-output.md | ||
| large-document-loading.md | ||
| logging-strategy.md | ||
| mcp-tool-arguments.md | ||
| mcp-tool-bearer-token.md | ||
| minio-to-s3-migration.md | ||
| more-config-cli.md | ||
| multi-tenant-support.md | ||
| neo4j-user-collection-isolation.md | ||
| ontology-extract-phase-2.md | ||
| ontology.md | ||
| ontorag.md | ||
| openapi-spec.md | ||
| pubsub.md | ||
| python-api-refactor.md | ||
| query-time-provenance.md | ||
| rag-streaming-support.md | ||
| schema-refactoring-proposal.md | ||
| streaming-llm-responses.md | ||
| structured-data-2.md | ||
| structured-data-descriptor.md | ||
| structured-data-schemas.md | ||
| structured-data.md | ||
| structured-diag-service.md | ||
| tool-group.md | ||
| tool-services.md | ||
| vector-store-lifecycle.md | ||