Semantic Search & RAG Tools

Tools for Semantic Search & Retrieval

Give your agents grounded recall: federated vector search across Jira, GitHub, and Confluence, plus inventory and raw similarity queries — all running on infrastructure you control.

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Semantic Search & RAG Tools

9 tools in this category

These retrieval tools turn your private knowledge into answers an agent can cite. Assign one to an agent for focused recall, or several to a network that searches every system at once — without any of it leaving your perimeter.

semantic-search

Federated Vector Search

One query, ranked results across Jira, GitHub, and Confluence.

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Vector Store Inventory

See what’s actually indexed before you trust the answers.

Semantic Search & RAG Tools Explore tool semantic-search

Confluence Semantic Search

Find the right Confluence page by meaning, not keywords.

Semantic Search & RAG Tools Explore tool semantic-search

GitHub Semantic Code Search

Search code and repos by what they do, not their file names.

Semantic Search & RAG Tools Explore tool semantic-search

Jira Semantic Search

Find the right Jira ticket by meaning, from your own index.

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Jira Issue Insights

Synthesize themes and risks across your Jira issues.

Semantic Search & RAG Tools Explore tool semantic-search

Jira Epic Insights

Synthesize scope and progress signals across your epics.

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Jira Sprint Insights

Synthesize focus and delivery signals across your sprints.

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RAG Vector Query

The raw cosine-similarity retrieval primitive for custom RAG.

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