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40 commits

Author SHA1 Message Date
cybermaggedon
4bbc6d844f
Row embeddings APIs exposed (#646) 
* Added row embeddings API and CLI support

* Updated protocol specs

* Row embeddings agent tool

* Add new agent tool to CLI
 2026-02-23 21:52:56 +00:00
cybermaggedon
1809c1f56d
Structured data 2 (#645) 
* Structured data refactor - multi-index tables, remove need for manual mods to the Cassandra tables

* Tech spec updated to track implementation
 2026-02-23 15:56:29 +00:00
cybermaggedon
6bf08c3ace
Feature/more cli diags (#624) 
* CLI tools for tg-invoke-graph-embeddings, tg-invoke-document-embeddings,
and tg-invoke-embeddings.  Just useful for diagnostics.

* Fix tg-load-knowledge
 2026-02-04 14:10:30 +00:00
cybermaggedon
b08db761d7
Fix config inconsistency (#609) 
* Plural/singular confusion in config key

* Flow class vs flow blueprint nomenclature change

* Update docs & CLI to reflect the above
 2026-01-14 12:31:40 +00:00
cybermaggedon
99f17d1b9d
Fix non-streaming (2) (#608) 2026-01-12 21:21:51 +00:00
cybermaggedon
34eb083836
Messaging fabric plugins (#592) 
* Plugin architecture for messaging fabric

* Schemas use a technology neutral expression

* Schemas strictness has uncovered some incorrect schema use which is fixed
 2025-12-17 21:40:43 +00:00
cybermaggedon
39f6a8b940
Fix/queue configurations (#585) 
* Fix config-svc startup dupe CLI args

* Fix missing params on collection service

* Fix collection management handling
 2025-12-06 14:54:47 +00:00
cybermaggedon
789d9713a0
Fix API tests (#581) 
* Fix RAG streaming CLIs

* Fixed, all tests pass
 2025-12-04 21:11:56 +00:00
cybermaggedon
664bce6182
Fix Python streaming SDK issues (#580) 
* Fix verify CLI issues

* Fixing content mechanisms in API

* Fixing error handling

* Fixing invoke_prompt, invoke_llm, invoke_agent
 2025-12-04 20:42:25 +00:00
cybermaggedon
52ca74bbbc
System startup tracker (#579) 2025-12-04 18:01:47 +00:00
cybermaggedon
01aeede78b
Python API implements streaming interfaces (#577) 
* Tech spec

* Python CLI utilities updated to use the API including streaming features

* Added type safety to Python API

* Completed missing auth token support in CLI
 2025-12-04 17:38:57 +00:00
cybermaggedon
1948edaa50
Streaming rag responses (#568) 
* Tech spec for streaming RAG

* Support for streaming Graph/Doc RAG
 2025-11-26 19:47:39 +00:00
cybermaggedon
b1cc724f7d
Streaming LLM part 2 (#567) 
* Updates for agent API with streaming support

* Added tg-dump-queues tool to dump Pulsar queues to a log

* Updated tg-invoke-agent, incremental output

* Queue dumper CLI - might be useful for debug

* Updating for tests
 2025-11-26 15:16:17 +00:00
cybermaggedon
310a2deb06
Feature/streaming llm phase 1 (#566) 
* Tidy up duplicate tech specs in doc directory

* Streaming LLM text-completion service tech spec.

* text-completion and prompt interfaces

* streaming change applied to all LLMs, so far tested with VertexAI

* Skip Pinecone unit tests, upstream module issue is affecting things, tests are passing again

* Added agent streaming, not working and has broken tests
 2025-11-26 09:59:10 +00:00
cybermaggedon
4c3db4dbbe
MCP auth for the simple case (#557) 
* MCP auth token header

* Mention limitations

* Fix AgentStep schema error by converting argument values to strings.

* Added tests for MCP auth and agent step parsing
 2025-11-11 12:28:53 +00:00
cybermaggedon
51107008fd
master -> 1.5 (README updates) (#552) 2025-10-11 11:46:03 +01:00
cybermaggedon
b7bf7388aa
Reduce log spam (#543) 2025-09-30 16:04:07 +01:00
cybermaggedon
dc79b10552
Feaature/flow default params (#541) 
* Flow creation uses parameter defaults in API and CLI

* Submit strings for flow parameters
 2025-09-30 14:06:08 +01:00
cybermaggedon
209d0de0b8
Add missing file (#538) 2025-09-26 11:28:15 +01:00
cybermaggedon
8354ea1276
Update flow parameter tech spec for advanced params (#537) 
* Add advanced mode to tech spec,  fix enum description in tech spec

* Updated tech-spec for controlled-by relationship between parameters

* Update tg-show-flows CLI

* Update tg-show-flows, tg-show-flow-classes, tg-start-flow CLI

* Add tg-show-parameter-types
 2025-09-26 10:55:10 +01:00
cybermaggedon
72c9acad30
Fix CLI typo (#529) 2025-09-23 23:34:36 +01:00
cybermaggedon
dc2fa1f31e
flow parameters (#526) 
* Flow parameter tech spec

* Flow configurable parameters implemented
 2025-09-23 23:18:04 +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
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
266454e75f
Feature/group state cli (#505) 2025-09-08 21:44:57 +01:00
cybermaggedon
5867f45c3a
Fix/agent groups broken (#504) 
* Fix non-backward-compatible agent changes

* Fix broken agents
 2025-09-08 21:17:18 +01:00
cybermaggedon
f22bf13aa6
Extend use of user + collection fields (#503) 
* Collection+user fields in structured query

* User/collection in structured query & agent
 2025-09-08 18:28:38 +01:00
cybermaggedon
415208e3e7
Fix structured-load auto mode (#501) 
* Fix API incorrect usage

* Refactor to remove duplicate code

* Fix schema extraction in --auto

* Fix broken load functionality
 2025-09-06 12:28:28 +01:00
cybermaggedon
5537fac731
Structured data, minor features (#500) 
- Sorted out confusing --auto mode with tg-load-structured-data
- Fixed tests & added CLI tests
 2025-09-05 17:25:12 +01:00
cybermaggedon
0b7620bc04
Object batching (#499) 
* Object batching

* Update tests
 2025-09-05 15:59:06 +01:00
cybermaggedon
ebca467ed8
Structured data loader cli (#498) 2025-09-05 15:38:18 +01:00
cybermaggedon
f1d08969ec
Add more structured query support (#496) 
* Updated tool cmd line

* Added a CLI test
 2025-09-05 12:36:22 +01:00
cybermaggedon
a6d9f5e849
Structured query support (#492) 
* Tweak the structured query schema

* Structure query service

* Gateway support for nlp-query and structured-query

* API support

* Added CLI

* Update tests

* More tests
 2025-09-04 16:06:18 +01:00
cybermaggedon
e74eb5d1ff
Feature/tool group (#484) 
* Tech spec for tool group

* Partial tool group implementation

* Tool group tests
 2025-09-03 23:39:49 +01:00
cybermaggedon
672e358b2f
Feature/graphql table query (#486) 
* Tech spec

* Object query service for Cassandra

* Gateway support for objects-query

* GraphQL query utility

* Filters, ordering
 2025-09-03 23:39:11 +01:00
cybermaggedon
4361e8ccca
Fix CLI docs (#470) 2025-08-27 09:08:20 +01:00
cybermaggedon
28190fea8a
More config cli (#466) 
* Extra config CLI tech spec

* Describe packaging

* Added CLI commands

* Add tests
 2025-08-22 13:36:10 +01:00
cybermaggedon
865bb47349
Feature/mcp tool arguments (#462) 
* Tech spec for MCP arguments

* Agent support for MCP tool arguments

* Extra tests for MCP arguments

* Fix tg-set-tool help and docs
 2025-08-21 14:46:10 +01:00
cybermaggedon
e89a5b5d23
Knowledge load utility CLI (#456) 
* Knowledge loader

* More tests
 2025-08-13 16:07:58 +01:00
cybermaggedon
98022d6af4
Migrate from setup.py to pyproject.toml (#440) 
* Converted setup.py to pyproject.toml

* Modern package infrastructure as recommended by py docs
 2025-07-23 21:22:08 +01:00