Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

104 stars 50 forks 104 watchers Python Apache License 2.0
agent-framework ai-agents artificial-intelligence embeddings llm llm-framework microkernel modular-framework monorepo nlp orchestration parsers plugin-architecture python python-sdk rag swarmauri toolkits tools vector-stores
49 Open Issues Need Help Last updated: Jul 13, 2026

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good first issue standard tools refactor feature request swarmauri

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
enhancement good first issue

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_pdfminer

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_pdfplumber

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_slate

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_camelot

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_tabula

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_pdfquery

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue parsers feature request community swarmauri swarmauri_parser_tika

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_jira

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_slack

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_scrollfile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_standard swarmauri_tool_getclassinfo

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_changeworkingdirectory

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_writetofile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_findfile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_searchword

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_listfiles

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_createfile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_editfile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_renamefile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_openfile

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_snowflake

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_confluence

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_microsoft_graph

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_tool_githubloader swarmauri_storage_github

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_standard swarmauri_dataconnector_google_drive

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_notion

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_hubspot

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_quickbooks

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_zendesk

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_salesforce

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_airtable

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_asana

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_storage_* swarmauri_dataconnector_dropbox

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue feature request swarmauri swarmauri_dataconnector_trello

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_getworkspacehistory

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_formatandlintcodebase

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_vectorstore_git swarmauri_tool_searchword swarmauri_tool_advancedcodebasesearch

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_sqlquery

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_vectorstore_* swarmauri_tool_createimagevectorstore swarmauri_embedding_*

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_standard swarmauri_tool_addcontenttorag swarmauri_vectorstore_*

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_testcommand

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_standard swarmauri_tool_spawnprocess

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_tool_createshell swarmauri_tool_containernewsession

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_standard

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_vectorstore_git swarmauri_tool_getrelevantcode swarmauri_tool_searchword

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_standard swarmauri_tool_getmethodbody

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores
good first issue tools feature request swarmauri swarmauri_standard swarmauri_tool_createindex swarmauri_vectorstore_git

Modular Python SDK and monorepo for AI agents, LLM integrations, tools, parsers, embeddings, vector stores, and extensible application workflows.

Python
#agent-framework#ai-agents#artificial-intelligence#embeddings#llm#llm-framework#microkernel#modular-framework#monorepo#nlp#orchestration#parsers#plugin-architecture#python#python-sdk#rag#swarmauri#toolkits#tools#vector-stores