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**Describe the bug (__must be provided__)** The container is hanging in CrashLoopBackoff if you simply deplyo the chard. Configmap must be changed to user database_type sqlite3 to start cleanly in...

This PR makes sure that if a development instance connects to a docker container, the container pauses the job_loop to not run the tasks twice.

This PR adds TaskList - a tool to manage agent's "Todo list". With its help the agent can plan and manage a list of tasks for long running or complicated...

fix: python 3.12 on both kali and debian

2

This makes both dockerfiles useable in the development branch - kali is debian based so we use same backport for both.

Prevent chat model from streaming after first full _valid_ response object

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Some models do not stop responding after the json response is finished. They continue with plaintext or try to continue the conversation and output more response objects. This PR prevents...

knowledge_tool integration to enhance search engine results with rag. dedicated document_query tool for unstructured document RAG

feat: Implement support for MCP Servers (Claude Tools) - Stdio and SSE via json config

3

… Servers EDIT: initial support for SSE servers is now also implemented and tested using https://github.com/supercorp-ai/supergateway. This implements support for Stdio MCP Servers (ie local exe). There is a stub...

With this extension the agent is perfectly able to develop and debug his own instruments in the custom/ directory