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[DOCS] : Docs overhaul: fix inconsistencies, formatting, and navigation

documentationImprovements or additions to documentationImprovements or additions to documentation

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

Task

#245 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 28, 2026

[FEATURE] Enhanced Change Management for Semantica

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

Feature

#243 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 28, 2026

[FEATURE] Add support for SQLite with sqlite-vec as a vector store

enhancementNew feature or requestNew feature or request

Status: Open.

Feature

#240 In Hawksight-AI/semantica;

· jdrew1303 opened on Jan 27, 2026

[FEATURE] Support for Agentic Frameworks (Agno, Google ADK)

enhancementNew feature or requestNew feature or request

Status: Open.

Feature

#238 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Public API Ingestion Support (No Authentication)

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

Feature

#236 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Apache Arrow File Ingestion Support

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

Feature

#235 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Parquet File Ingestion Support

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

Feature

#234 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] XML File Ingestion Support

enhancementNew feature or requestNew feature or request

good first issueGood for newcomersGood for newcomers

Status: Open.

Feature

#233 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Comprehensive Benchmarking Suite for Semantica

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

Task

#231 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Evaluation and Quality Integration

enhancementNew feature or requestNew feature or request

Status: Open.

Task

#230 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Knowledge Graph Quality Assurance Module

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

Task

#229 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026

[FEATURE] Evaluation Framework for Semantica

enhancementNew feature or requestNew feature or request

help wantedExtra attention is neededExtra attention is needed

Status: Open.

Task

#228 In Hawksight-AI/semantica;

· KaifAhmad1 opened on Jan 27, 2026