Semantic, vector, and hybrid search demo in Kibana — enriches keyword search with Elastic's ELSER model over a recipes dataset, including a dedupe script and Filebeat ingestion config.
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Dec 8, 2024 - Python
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elser
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MythosEcho is a compact multilingual creator toolkit that synthesizes mythology-focused creator assets (hooks, narratives, metadata) using a Next.js dashboard, a FastAPI backend, Elastic Cloud Serverless (ELSER v2 embeddings + semantic search), and Vertex AI / Gemini for generation. Currently production ready for English, Hindi and Tamil languages.
python machine-learning typescript models artificial-intelligence elastic google-cloud-platform clusters semantic-search ai-agents fastapi google-cloud-run index-management ai-tools elser mcp-server antigravity-ide gemini-3-flash google-builder-platform elastic-cloud-serverless
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Jun 20, 2026 - Python
Autonomous SRE agent — detects K8s outages from Elastic logs, diagnoses root cause with Gemini + ELSER semantic search via the Elastic MCP server, and remediates through Cloud Run. Google Cloud Rapid Agent Hackathon (Elastic Track).
kubernetes elasticsearch devops hackathon mcp incident-response gemini sre ai-agents cloud-run vertex-ai elser google-adk
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Jun 11, 2026 - Python
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