Commit graph

22 commits

Author SHA1 Message Date
cybermaggedon
d35473f7f7
feat: workspace-based multi-tenancy, replacing user as tenancy axis (#840)
Introduces `workspace` as the isolation boundary for config, flows,
library, and knowledge data. Removes `user` as a schema-level field
throughout the code, API specs, and tests; workspace provides the
same separation more cleanly at the trusted flow.workspace layer
rather than through client-supplied message fields.

Design
------
- IAM tech spec (docs/tech-specs/iam.md) documents current state,
  proposed auth/access model, and migration direction.
- Data ownership model (docs/tech-specs/data-ownership-model.md)
  captures the workspace/collection/flow hierarchy.

Schema + messaging
------------------
- Drop `user` field from AgentRequest/Step, GraphRagQuery,
  DocumentRagQuery, Triples/Graph/Document/Row EmbeddingsRequest,
  Sparql/Rows/Structured QueryRequest, ToolServiceRequest.
- Keep collection/workspace routing via flow.workspace at the
  service layer.
- Translators updated to not serialise/deserialise user.

API specs
---------
- OpenAPI schemas and path examples cleaned of user fields.
- Websocket async-api messages updated.
- Removed the unused parameters/User.yaml.

Services + base
---------------
- Librarian, collection manager, knowledge, config: all operations
  scoped by workspace. Config client API takes workspace as first
  positional arg.
- `flow.workspace` set at flow start time by the infrastructure;
  no longer pass-through from clients.
- Tool service drops user-personalisation passthrough.

CLI + SDK
---------
- tg-init-workspace and workspace-aware import/export.
- All tg-* commands drop user args; accept --workspace.
- Python API/SDK (flow, socket_client, async_*, explainability,
  library) drop user kwargs from every method signature.

MCP server
----------
- All tool endpoints drop user parameters; socket_manager no longer
  keyed per user.

Flow service
------------
- Closure-based topic cleanup on flow stop: only delete topics
  whose blueprint template was parameterised AND no remaining
  live flow (across all workspaces) still resolves to that topic.
  Three scopes fall out naturally from template analysis:
    * {id} -> per-flow, deleted on stop
    * {blueprint} -> per-blueprint, kept while any flow of the
      same blueprint exists
    * {workspace} -> per-workspace, kept while any flow in the
      workspace exists
    * literal -> global, never deleted (e.g. tg.request.librarian)
  Fixes a bug where stopping a flow silently destroyed the global
  librarian exchange, wedging all library operations until manual
  restart.

RabbitMQ backend
----------------
- heartbeat=60, blocked_connection_timeout=300. Catches silently
  dead connections (broker restart, orphaned channels, network
  partitions) within ~2 heartbeat windows, so the consumer
  reconnects and re-binds its queue rather than sitting forever
  on a zombie connection.

Tests
-----
- Full test refresh: unit, integration, contract, provenance.
- Dropped user-field assertions and constructor kwargs across
  ~100 test files.
- Renamed user-collection isolation tests to workspace-collection.
2026-04-21 23:23:01 +01:00
cybermaggedon
84941ce645
Fix Cassandra schema and graph filter semantics (#680)
Schema fix (dtype/lang clustering key):
- Add dtype and lang to PRIMARY KEY in quads_by_entity table
- Add otype, dtype, lang to PRIMARY KEY in quads_by_collection table
- Fixes deduplication bug where literals with same value but different
  datatype or language tag were collapsed (e.g., "thing" vs "thing"@en)
- Update delete_collection to pass new clustering columns
- Update tech spec to reflect new schema

Graph filter semantics (simplified, no wildcard constant):
- g=None means all graphs (no filter)
- g="" means default graph only
- g="uri" means specific named graph
- Remove GRAPH_WILDCARD usage from EntityCentricKnowledgeGraph
- Fix service.py streaming and non-streaming paths
- Fix CLI to preserve empty string for -g '' argument
2026-03-10 12:52:51 +00:00
cybermaggedon
24bbe94136
Document chunks not stored in vector store (#665)
- 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
2026-03-07 23:10:45 +00:00
cybermaggedon
2b9232917c
Fix/extraction prov (#662)
Quoted triple fixes, including...

1. Updated triple_provenance_triples() in triples.py:
   - Now accepts a Triple object directly
   - Creates the reification triple using TRIPLE term type: stmt_uri tg:reifies
         <<extracted_triple>>
   - Includes it in the returned provenance triples
    
2. Updated definitions extractor:
   - Added imports for provenance functions and component version
   - Added ParameterSpec for optional llm-model and ontology flow parameters
   - For each definition triple, generates provenance with reification
    
3. Updated relationships extractor:
   - Same changes as definitions extractor
2026-03-06 12:23:58 +00:00
cybermaggedon
00c1ca681b
Entity-centric graph (#633)
* Tech spec for new entity-centric graph schema

* Graph implementation
2026-02-16 13:26:43 +00:00
cybermaggedon
cf0daedefa
Changed schema for Value -> Term, majorly breaking change (#622)
* Changed schema for Value -> Term, majorly breaking change

* Following the schema change, Value -> Term into all processing

* Updated Cassandra for g, p, s, o index patterns (7 indexes)

* Reviewed and updated all tests

* Neo4j, Memgraph and FalkorDB remain broken, will look at once settled down
2026-01-27 13:48:08 +00:00
cybermaggedon
2baf21c5e1
Collection deletion batch error fixed (#559)
Collection deletion caused a batch error, this reduces batch size on deletion
2025-11-13 16:29:40 +00:00
cybermaggedon
6129bb68c1
Fix hard coded vector size (#555)
* Fixed hard-coded embeddings store size

* Vector store lazy-creates collections, different collections for
  different dimension lengths.

* Added tech spec for vector store lifecycle

* Fixed some tests for the new spec
2025-11-10 16:56:51 +00:00
cybermaggedon
35ef9bd71c
Apply fix, incorrect statement invocation (#545) 2025-10-06 14:24:46 +01:00
cybermaggedon
3e23d3c3ed
Fix collection management sync prob (#544)
* Address creation/deletion sync problems

* Fix object writer management

* Get Milvus to use ANN
2025-09-30 23:04:28 +01:00
cybermaggedon
52b133fc86
Collection delete pt. 3 (#542)
* Fixing collection deletion

* Fixing collection management param error

* Always test for collections

* Add Cassandra collection table

* Updated tech spec for explicit creation/deletion

* Remove implicit collection creation

* Fix up collection tracking in all processors
2025-09-30 16:02:33 +01:00
cybermaggedon
fcd15d1833
Collection management part 2 (#522)
* Plumb collection manager into librarian

* Test end-to-end
2025-09-19 16:08:47 +01:00
cybermaggedon
d378db9370
Cassandra performance enhancement (#521)
* Tech spec

* Tech spec complete

* Cassandra multi-table for performance
2025-09-18 19:52:05 +01:00
cybermaggedon
13ff7d765d
Collection management (#520)
* Tech spec

* Refactored Cassanda knowledge graph for single table

* Collection management, librarian services to manage metadata and collection deletion
2025-09-18 15:57:52 +01:00
cybermaggedon
314ce76b81
Feature/fix milvus (#507)
- Remove object embeddings, were currently broken and not used
- Fixed Milvus collection names

* Updating tests

* Remove unused entrypoint
2025-09-09 21:44:55 +01:00
cybermaggedon
dd70aade11
Implement logging strategy (#444)
* Logging strategy and convert all prints() to logging invocations
2025-07-30 23:18:38 +01:00
cybermaggedon
f37decea2b
Increase storage test coverage (#435)
* Fixing storage and adding tests

* PR pipeline only runs quick tests
2025-07-15 09:33:35 +01:00
Tyler Oliver
fe422b2b95
Add support for Cassandra auth with SSL check (#318)
Following recommended approach in Datastax documenation I've added the necessary TLS/SSL check

https://docs.datastax.com/en/developer/python-driver/3.17/security/index.html
2025-03-20 22:25:23 +00:00
Tyler Oliver
41ccb6c976 Add user and password auth for Cassandra (#301) 2025-02-08 11:42:14 +00:00
cybermaggedon
7a64385a57
Fix graph query in Cassandra (#168) 2024-11-21 18:02:49 +00:00
cybermaggedon
b0f4c58200
Feature / collections (#96)
* Update schema defs for source -> metadata
* Migrate to use metadata part of schema, also add metadata to triples & vecs
* Add user/collection metadata to query
* Use user/collection in RAG
* Write and query working on triples
2024-10-02 18:14:29 +01:00
cybermaggedon
9b91d5eee3
Feature/pkgsplit (#83)
* Starting to spawn base package
* More package hacking
* Bedrock and VertexAI
* Parquet split
* Updated templates
* Utils
2024-09-30 19:36:09 +01:00