labsai

labsai/EDDI

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

361 stars 122 forks 361 watchers Java Apache License 2.0

a2a ai-agents ai-orchestration chatbot conversation-memory conversational-ai docker enterprise-ai java langchain4j llm mcp-client mcp-server mongodb multi-agent postgres quarkus rag

View on GitHub Website

20 Open Issues Need Help Last updated: Jun 30, 2026

Open Issues Need Help

View All on GitHub

docs: fix outdated task type names in documentation and Javadoc about 8 hours ago

help wanted documentation good first issue size: XS

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

feat: WhatsApp Business Cloud API channel integration adapter about 24 hours ago

enhancement help wanted java size: L integration

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

feat: Microsoft Teams channel integration adapter (Bot Framework) about 24 hours ago

enhancement help wanted java size: L integration

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

feat: Discord channel integration adapter (Slash Commands via Interactions API) about 24 hours ago

enhancement help wanted java size: L integration

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

feat: Telegram Bot API channel integration adapter about 24 hours ago

enhancement help wanted java size: L integration

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

refactor: standardize logger field name in backup.impl package 8 days ago

help wanted refactoring good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

chore: add GitHub label sync configuration 9 days ago

help wanted chore good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

chore: add OCI image.source label to Dockerfile 9 days ago

help wanted chore good first issue size: XS

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

refactor: standardize logger field name in engine.runtime package 10 days ago

help wanted refactoring good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

refactor: standardize logger field name in config REST classes 11 days ago

help wanted refactoring good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

refactor: standardize logger field name in modules package 11 days ago

help wanted refactoring good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

refactor: standardize logger field name in engine REST and internal classes 11 days ago

help wanted refactoring good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add @APIResponse annotations to config REST interfaces 12 days ago

help wanted documentation good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add inline documentation for undocumented application.properties entries 13 days ago

help wanted documentation good first issue size: XS

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add @APIResponse annotations to IRestUserMemoryStore 13 days ago

help wanted documentation good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add Javadoc to secrets package interfaces 13 days ago

help wanted documentation good first issue size: XS

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add missing @Operation and @Tag to 3 REST interfaces 13 days ago

help wanted documentation good first issue size: XS

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add Javadoc to datastore core interfaces 13 days ago

help wanted documentation good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add Javadoc to config store interfaces (batch 2 of 2) 13 days ago

help wanted documentation good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag

docs: add Javadoc to config store interfaces (batch 1 of 2) 13 days ago

help wanted documentation good first issue size: S

361

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU AI Act, GDPR, HIPAA). Built on Quarkus.

Java

#a2a#ai-agents#ai-orchestration#chatbot#conversation-memory#conversational-ai#docker#enterprise-ai#java#langchain4j#llm#mcp-client#mcp-server#mongodb#multi-agent#postgres#quarkus#rag