Tools Are Not Islands: Set-Level Tool Retrieval for LLM Agents via Query-Conditioned Hyperedge Prediction
Tideline-Memory is a long-term memory system built for AI Agents. Most agent memory: You ask, it finds. Tideline: The agent wakes up already knowing who he is, not querying "who am I?" every session. Achieving accurate memory hits while also preventing memory from expanding at scale.No compression, no forgetting.
Beyond RAG: An open-source agentic healthcare search framework using Gemini and Google ADK for query fan-out, evidence retrieval, grounding, citation evaluation, and trustworthy healthcare information discovery.
MCP server for Lighter β a Model Context Protocol server that lets Claude, Cursor and Cline query Lighter (lighter.xyz) volume, points, rank and airdrop eligibility in natural language. Read-only β public endpoints only, no keys. Unofficial community project, not affiliated with Lighter.
A provider-independent agent SDK with the same query() interface as the Claude Agent SDK, allowing you to use the right model for every turn.
Run SQL on production databases with approval and a full audit. Users submit from Slack or a web IDE, and a DBA approves. QueryHub runs the approved query with a read, write or DDL login and masks personal data. PostgreSQL, SQL Server, ClickHouse and Athena.
A Command-Line Interface (CLI) and Skill to query Semantic Scholar. For agents and humans.
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Financial Audit Agent Team β A multi-agent reconciliation system built with Google Antigravity SDK & GCP (BigQuery, Cloud Storage, Cloud Logging)
Ingests KNBS and CBK public indicators, standardizes and transforms them with dbt, stores marts in PostgreSQL, and exposes query + CSV APIs with signed cursor pagination, ETag caching (Redis), and rate limiting.
Query-aware token pruning for efficient OmniLLMs.
Malva algorithm for indexing and index querying
36 data-engineering skills for AI coding agents β dbt, Airflow, Dagster, Prefect, Spark, Snowflake, BigQuery, Databricks, Kafka, Iceberg. Portable SKILL.md Agent Skills (the format Anthropic launched as Claude Skills), with idempotency, backfill, and data-quality know-how. Runs in Claude Code, Cursor, Codex, Copilot, Gemini CLI and more.