KaifAhmad1 c3555e0cfd Add LLM providers module and GraphRAG reasoning features ...

- Add semantica.llms module with Groq, OpenAI, HuggingFace, and LiteLLM providers
- Add query_with_reasoning() method for multi-hop reasoning with LLM-generated responses
- Update ContextRetriever and AgentContext with reasoning capabilities
- Add comprehensive documentation for LLM providers and GraphRAG reasoning
- Update README and docs with new features
- Update notebook examples to use new query_with_reasoning() method

2025-12-27 23:23:32 +05:30

..

conflicts.md

Improve conflicts docs and notebook; align conflicts APIs

2025-12-17 19:12:16 +05:30

context.md

Add LLM providers module and GraphRAG reasoning features

2025-12-27 23:23:32 +05:30

core.md

docs: update cookbook links to absolute GitHub URLs in reference docs

2025-12-09 16:51:28 +05:30

deduplication.md

Fix deduplication logic: Jaro-Winkler default, disjoint property handling, and docs update

2025-12-17 23:08:38 +05:30

embeddings.md

Refactor: Rename Adapter to Store across Vector, Graph, and Triplet stores. Update docs and tests.

2025-12-16 20:45:11 +05:30

evals.md

docs: enhance reference documentation for all modules

2025-11-30 19:23:25 +05:30

export.md

Fix export_yaml schema export bug and update docs

2025-12-10 18:40:32 +05:30

graph_store.md

Refactor: Rename Adapter to Store across Vector, Graph, and Triplet stores. Update docs and tests.

2025-12-16 20:45:11 +05:30

ingest.md

docs: update cookbook links to absolute GitHub URLs in reference docs

2025-12-09 16:51:28 +05:30

kg.md

Remove QA components (OntologyValidator, ConflictDetector, etc) and fix residual references

2025-12-16 17:25:15 +05:30

llms.md

Add LLM providers module and GraphRAG reasoning features

2025-12-27 23:23:32 +05:30

normalize.md

docs: update cookbook links to absolute GitHub URLs in reference docs

2025-12-09 16:51:28 +05:30

ontology.md

Update ontology module: 6-stage pipeline, OntologyValidator integration, and documentation updates

2025-12-17 00:10:51 +05:30

parse.md

docs: update cookbook links to absolute GitHub URLs in reference docs

2025-12-09 16:51:28 +05:30

pipeline.md

chore: remove 07_Pipeline_Orchestration notebook and all references

2025-12-20 20:18:14 +05:30

reasoning.md

feat(reasoning): add dedicated reasoning tests and fix critical reasoning bugs

2025-12-23 21:26:26 +05:30

seed.md

Refactor seed module to class-based API, update docs and cookbooks

2025-12-08 16:14:24 +05:30

semantic_extract.md

Refactor: Rename LLMEnhancer to LLMExtraction

2025-12-19 00:16:44 +05:30

split.md

Refactor terminology: Triple -> Triplet across codebase, docs, and notebooks

2025-12-15 16:09:20 +05:30

triplet_store.md

Refactor triplet_store: Unified TripletStore interface, removed Virtuoso/TripletManager, added Blazegraph/Jena/RDF4J support, updated docs and notebooks

2025-12-18 21:37:11 +05:30

utils.md

docs: enhance reference documentation for all modules

2025-11-30 19:23:25 +05:30

vector_store.md

Refactor: Rename Adapter to Store across Vector, Graph, and Triplet stores. Update docs and tests.

2025-12-16 20:45:11 +05:30

visualization.md

Remove QA components (OntologyValidator, ConflictDetector, etc) and fix residual references

2025-12-16 17:25:15 +05:30