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51 commits

Author SHA1 Message Date
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
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
db4e842df3
Update tech spec (#558) 2025-11-13 16:29:20 +00:00
cybermaggedon
c69f5207a4
OntoRAG: Ontology-Based Knowledge Extraction and Query Technical Specification (#523) 
* Onto-rag tech spec

* New processor kg-extract-ontology, use 'ontology' objects from config to guide triple extraction

* Also entity contexts

* Integrate with ontology extractor from workbench

This is first phase, the extraction is tested and working, also GraphRAG with the extracted knowledge works
 2025-11-12 20:38:08 +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
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
51107008fd
master -> 1.5 (README updates) (#552) 2025-10-11 11:46:03 +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
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
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
aa8e422e8c
Flow configurable parameters (#532) 
* Fix pyproject.toml missing requests dep

* parameters is now parameter-types

* Update flow parameters tech spec for recent changes (no impact on this repo)
 2025-09-25 19:11:40 +01:00
cybermaggedon
9a34ab1b93
Complete remaining parameter work (#530) 
* Fix CLI typo

* Complete flow parameters work, still needs implementation in LLMs
 2025-09-24 13:58:34 +01:00
cybermaggedon
dc2fa1f31e
flow parameters (#526) 
* Flow parameter tech spec

* Flow configurable parameters implemented
 2025-09-23 23:18:04 +01:00
cybermaggedon
45a14b5958
Graph rag optimisations (#527) 
* Tech spec for GraphRAG optimisation

* Implement GraphRAG optimisation and update tests
 2025-09-23 21:05:51 +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
3d783f4bd4
Structure data diagnosis service (#518) 
* Import flow tech spec

* Structured diag service

* Plumbed into API gateway

* Type detector

* Diag service

* Added entry point
 2025-09-16 21:43:23 +01:00
cybermaggedon
c694b12e9c
Feature/neo4j user collection isolation (#509) 
* Tech spec

* User/collection separation

* Update tests
 2025-09-10 22:11:21 +01:00
cybermaggedon
ebca467ed8
Structured data loader cli (#498) 2025-09-05 15:38:18 +01:00
cybermaggedon
27d657c58d
Remove graphql collection param (#489) 
* Remove GraphQL collection parameter

* Update tech spec to mark query service complete
 2025-09-04 10:04:09 +01:00
cybermaggedon
ccaec88a72
Feature/consolidate cassandra config (#483) 
* Cassandra consolidation of parameters

* New Cassandra configuration helper

* Implemented Cassanda config refactor

* New tests
 2025-09-03 23:41:22 +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
96c2b73457
Fix import export graceful shutdown (#476) 
* Tech spec for graceful shutdown

* Graceful shutdown of importers/exporters

* Update socket to include graceful shutdown orchestration

* Adding tests for conditions tracked in this PR
 2025-08-28 13:39:28 +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
77b147b36e
Add template (#463) 2025-08-21 14:50:57 +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
83f0c1e7f3
Structure data mvp (#452) 
* Structured data tech spec

* Architecture principles

* New schemas

* Updated schemas and specs

* Object extractor

* Add .coveragerc

* New tests

* Cassandra object storage

* Trying to object extraction working, issues exist
 2025-08-07 20:47:20 +01:00
cybermaggedon
5de56c5dbc
Schema structure refactor (#451) 
* Write schema refactor spec

* Implemented schema refactor spec
 2025-08-04 21:42:57 +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
9c7a070681
Feature/react call mcp (#428) 
Key Features

  - MCP Tool Integration: Added core MCP tool support with ToolClientSpec and ToolClient classes
  - API Enhancement: New mcp_tool method for flow-specific tool invocation
  - CLI Tooling: New tg-invoke-mcp-tool command for testing MCP integration
  - React Agent Enhancement: Fixed and improved multi-tool invocation capabilities
  - Tool Management: Enhanced CLI for tool configuration and management

Changes

  - Added MCP tool invocation to API with flow-specific integration
  - Implemented ToolClientSpec and ToolClient for tool call handling
  - Updated agent-manager-react to invoke MCP tools with configurable types
  - Enhanced CLI with new commands and improved help text
  - Added comprehensive documentation for new CLI commands
  - Improved tool configuration management

Testing

  - Added tg-invoke-mcp-tool CLI command for isolated MCP integration testing
  - Enhanced agent capability to invoke multiple tools simultaneously
 2025-07-08 16:19:19 +01:00
cybermaggedon
44bdd29f51
Update docs for API/CLI changes in 1.0 (#421) 
* Update some API basics for the 0.23/1.0 API change
 2025-07-03 14:58:32 +01:00
cybermaggedon
5029ab7ad9
Fix AWS env vars in templates (#296) 2025-01-31 12:40:23 +00:00
cybermaggedon
2d3802e001
API documentation (#221) 2024-12-28 16:59:11 +00:00
cybermaggedon
a4afff59a0
wip integrate falkordb (#211) (#213) 
Co-authored-by: Avi Avni <avi.avni@gmail.com>
 2024-12-19 16:17:07 +00:00
cybermaggedon
0253281727
Confusion between OPENAI_KEY and OPENAI_TOKEN: settled on OPENAI_TOKEN. (#161) 2024-11-15 18:54:54 +00:00
Cyber MacGeddon
58d3665947 Add missing README 2024-11-12 00:27:22 +00:00
cybermaggedon
efd13ae5f1
Added agent support to templates (#150) 2024-11-12 00:22:18 +00:00
JackColquitt
7af32b0eef Doc updates for v0.9.3 2024-09-05 14:01:41 -07:00
cybermaggedon
6e4534e35c
Tidied scripts, added 2 query scripts (#53) 2024-09-05 16:45:22 +01:00
JackColquitt
2622c48690 Documenting Podman support 2024-08-27 14:41:31 -07:00
JackColquitt
639701a18c Updated QuickStart 2024-08-23 10:51:20 -07:00
JackColquitt
f96781d920 Typo fix 2024-08-21 18:37:41 -07:00
JackColquitt
092dcf770b Updated README and QuickStart 2024-08-21 18:36:34 -07:00
JackColquitt
9e6e5d9870 Updated readme and quickstart 2024-08-12 10:03:33 -07:00
JackColquitt
d5a19e8fb1 README and Quickstart text tweaks 2024-08-08 19:37:50 -07:00
JackColquitt
38e7b50ed4 Updated README and Quickstart 2024-08-08 19:30:33 -07:00
Cyber MacGeddon
a9bd50c9af Update for various code changes 2024-07-23 21:38:37 +01:00
JackColquitt
bf5c3e7674 Slight language tweaks 2024-07-16 13:59:00 -07:00
Cyber MacGeddon
19a05bb092 Added links to dev doc 2024-07-16 17:06:07 +01:00