kyegomez/swarms

[feat][GraphWorkflow] Add checkpoint_dir parameter for mid-graph persist and resume 9 days ago

enhancement help wanted FEAT

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][GraphWorkflow] Add validate() method for pre-run graph correctness checks 9 days ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvement] ConcurrentWorkflow aborts the whole run when any single agent fails 3 months ago

enhancement help wanted good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][hiearchical_swarm][mid-flight replanning on judge rejection] 3 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][graph_workflow][sub-workflow composition] 3 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][hiearchical_swarm][heartbeat and worker timeout with reassignment] 3 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][agent_rearrange][per-node retry and fallback] 3 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][graph_workflow][parallel branch execution] 4 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][agent_rearrange][streaming between nodes] 4 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[refactor][multi-agent-exec] Remove unused async/uvloop execution functions 4 months ago

enhancement help wanted good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[BUG][CLI does not find env] 4 months ago

enhancement help wanted good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat] Parse AgentRearrange flow once at init, not per-run 4 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

feat: AdvisorSwarm - Implement Anthropic Advisor Strategy (Opus advisor + Sonnet/Haiku executor) 4 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat] Add pipeline parallelism and fix batch_run to use ThreadPoolExecutor 4 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][Implement Planner Generator Evaluator Multi-Agent Harness from Anthropic] 4 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[DOCS] Comprehensive guide for Agent output formats and Swarm architecture response types 5 months ago

documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][ Implement grok-4-20-heavy Architecture 5 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][GraphWorkflow] Add workflow serialization via to_spec() / from_spec() for JSON persistence 5 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][GraphWorkflow] Add on_node_complete streaming callback hook 5 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][GraphWorkflow] Fix max_loops to accumulate results across all loops 5 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[perf] Drop redundant any_to_str() calls in AgentRearrange 5 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat] Cache Conversation.get_str() with invalidation on new messages 5 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat][cli[: autoswarm should generate Agent() structs and write a ready-to-run Python file to disk 5 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

Add docs example: Integrate Hugging Face with a custom base LLM in Agent 5 months ago

documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

HierarchicalSwarm: O(1) agent lookup + parallel execution by default 5 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[BUG][DOCS][Readme Dead Links] 5 months ago

bug documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[feat] Async Subagents 5 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

Update CLI documentation 5 months ago

documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

DynamicSkillsLoader lacks true progressive/tiered skill loading 5 months ago

enhancement good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[DOCS][Update LiteLLM class docs or create them] 7 months ago

bug documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT] Improve agent saving state and loading in agent.py 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[IMPROVEMENT] Implement full streaming support in autonomous loop structure (max_loops='auto') 7 months ago

enhancement good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvement][Ensure MCP Configuration compatibility] 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT]Improve tool call visualization in agent.py using Rich library 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvement] Update the Swarms CLI to be able to create agents in the CLI that fetch the marketplace_prompt_id and chat with it 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT] Improve autosaving logic for multi-agent architectures 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT] Add CLI feature to fetch and install agents from Swarms marketplace 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[DOCS] Update agent.md documentation with autosaving and state management examples 7 months ago

documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT] Improve telemetry log capture for swarms platform visibility 7 months ago

enhancement good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[DELETE][Delete Linear Swarm from the codebase] 8 months ago

enhancement help wanted good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvement][HiearchicalSwarm][Show case hiearchy with visualize method] 9 months ago

enhancement help wanted

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvemnt][Agent Class -> Refactor to use cursor like architecture] 9 months ago

enhancement help wanted

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvement][Add Auth Callback to AOP and make it easy for users to add custom auth to their aop server] 9 months ago

enhancement help wanted

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Improvement][Add custom middleware handling for AOP] 9 months ago

enhancement help wanted

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][Integrate x402 into AOP] 9 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[NEW EXAMPLE][Make an example of a agent fetching agents from the x402 bazaar 9 months ago

documentation enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[IMPROVEMENT][Add compatibility or conditional imports for uvloop for window users] 10 months ago

bug help wanted good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[EXAMPLE][Make Example for AOP with Medical Agents] 10 months ago

documentation help wanted good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[IMPROVEMENT][Add Queue to AOP for agent execution] 10 months ago

enhancement help wanted good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[TESTS][Create benchmarks and evals for AOP] 10 months ago

help wanted good first issue [TESTS]

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[IMPRV][Add max_loops to HeavySwarm 11 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][Add fallback model if the first one doesn't work in the agent] 11 months ago

enhancement help wanted good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Docs][Example][Gemini Nano Banana, generate image or edit image] 11 months ago

AI Summary: This GitHub issue requests the creation of new documentation and an example. The example should demonstrate the use of a specific model, referred to as "Gemini Nano Banana," for image generation or editing capabilities. It is also specified that this example should be named "jarvis_agent."

Complexity: 4/5

documentation help wanted

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][Add Streaming Callbacks to HiearchicalWorkflow] 11 months ago

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][Add Streaming Callbacks to SequentialWorkflow] 11 months ago

AI Summary: This feature request proposes adding a `streaming_callback` parameter to the `run` method of the `SequentialWorkflow` class, located in `sequential_workflow.py`. This callback function would be invoked during the workflow's execution to provide streaming updates or intermediate results.

Complexity: 3/5

enhancement help wanted FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[DOCS][Firecrawl Integration Guide] 11 months ago

documentation help wanted

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[Docs] Add Links in Footer for Docs about 1 year ago

AI Summary: The task involves updating the documentation website's footer to include links to key sections like features, examples, and potentially more. This requires modifying the `mkdocs.yaml` configuration file to add the footer and then adding the appropriate links within the footer's markup.

Complexity: 2/5

documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[DOCS][Improve the documentation layout: basic concepts -> advanced concepts] about 1 year ago

AI Summary: Improve the documentation for the Swarms project by reorganizing the content to separate basic concepts from more advanced topics, and create a reference page detailing modules, types, and parameters.

Complexity: 4/5

documentation good first issue

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][GroupChat][Add speaker custom functions] about 1 year ago

AI Summary: Implement customizable speaker functions (e.g., random, round-robin) for the GroupChat multi-agent system in the Swarms framework. This involves adding new functionality to the existing GroupChat class to allow users to select different methods for determining which agent speaks next in a conversation.

Complexity: 3/5

enhancement help wanted good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[FEAT][Implement token by token streaming in Agent.py] about 1 year ago

AI Summary: Implement token-by-token streaming functionality within the `Agent.py` and `litellm_wrapper.py` files of the Swarms project. This involves modifying the existing code to enable real-time processing of LLM responses, allowing for a more interactive and efficient user experience.

Complexity: 4/5

enhancement help wanted good first issue FEAT

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

[BUG] [Fix Multi-Modal + Function Calling Agents] about 1 year ago

AI Summary: The task requires debugging a multi-modal agent in the Swarms framework that uses function calling. The agent is intended to analyze images and provide a quality control report, but it's currently failing with an 'Invalid JSON in API response' error. The solution involves fixing issues within the agent.py and litellm_wrapper.py files to ensure correct JSON formatting in the API calls and proper handling of multi-modal inputs and function calls.

Complexity: 4/5

bug help wanted good first issue [BUG]

kyegomez/swarms

7.0K

The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai

Python

#agentic-ai#agentic-workflow#agents#ai#artificial-intelligence#chatgpt#claude-code#gpt4all#huggingface#langchain#langchain-python#machine-learning#multi-agent-systems#prompt-engineering#prompt-toolkit#prompting#swarms#tree-of-thoughts

Open Issues Need Help