Inference Systems
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product-ai-actions-kit
product-ai-actions-kit PublicReference patterns for in-product AI assistants with typed actions, approval gates, and append-only audit trails.
Python
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multimodal-doc-intake-kit
multimodal-doc-intake-kit PublicSchema-first document ingestion reference with layout-aware normalization, review queues, and provenance-preserving chunks.
Python
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browser-task-copilot
browser-task-copilot PublicGuarded browser task control plane with Azure-backed action planning, YAML policy evaluation, approval checkpoints, and replay timelines.
Python
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realtime-voice-agent-starter
realtime-voice-agent-starter PublicLow-latency voice agent starter focused on call-state transitions, barge-in policy, handoff contracts, and post-call events.
TypeScript
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ai-evals-scorecard
ai-evals-scorecard PublicScore model outputs against explicit rubrics with an Azure-backed judge, deterministic aggregation, and diffable JSON reports.
Python
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crawl-to-knowledge-pipeline
crawl-to-knowledge-pipeline PublicBounded crawl control plane for documentation ingestion, stable diffing, and retrieval-ready record exports.
Python
Repositories
- multi-ai-gateway Public
Deterministic model routing gateway with Azure-backed execution, fallback traces, and deployment policy.
Inferensys/multi-ai-gateway’s past year of commit activity - ai-workflow-intelligence Public
Agentic workflow reconstruction, variant analysis, approval bottleneck detection, and intervention recommendations for AI operations.
Inferensys/ai-workflow-intelligence’s past year of commit activity - multi-agent-orchestrator Public
Azure-backed planner-specialist-review orchestrator with checked execution artifacts
Inferensys/multi-agent-orchestrator’s past year of commit activity - mcp-server-toolkit Public
Minimal MCP server toolkit with typed tools, resources, prompts, and stdio transport
Inferensys/mcp-server-toolkit’s past year of commit activity - ai-observability-collector Public
Trace and cost capture for Azure-backed LLM calls with local aggregation and deployment-level summaries.
Inferensys/ai-observability-collector’s past year of commit activity - ai-memory-architecture Public
Embedding-backed memory retrieval for agent runtimes with local ranking and Azure integration.
Inferensys/ai-memory-architecture’s past year of commit activity - structured-generation-engine Public
Schema-first structured output engine with local validation, bounded retries, and Azure-backed generation.
Inferensys/structured-generation-engine’s past year of commit activity - crawl-to-knowledge-pipeline Public
Bounded crawl control plane for documentation ingestion, stable diffing, and retrieval-ready record exports.
Inferensys/crawl-to-knowledge-pipeline’s past year of commit activity - ai-evals-scorecard Public
Score model outputs against explicit rubrics with an Azure-backed judge, deterministic aggregation, and diffable JSON reports.
Inferensys/ai-evals-scorecard’s past year of commit activity - browser-task-copilot Public
Guarded browser task control plane with Azure-backed action planning, YAML policy evaluation, approval checkpoints, and replay timelines.
Inferensys/browser-task-copilot’s past year of commit activity
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