b2ff8fbedd
fix bug
2 months ago
0e1f70e68e
Delete swarms/config/board_config.py
2 months ago
6d70c32cb5
Update board_of_directors_swarm.py
2 months ago
3cd03c13eb
[feat][all new multi-agent methods] [feat][cronjob] [improvement][graphworkflow]
2 months ago
cb0ca8f2a7
Add files via upload
3 months ago
485c42c7ae
Add files via upload
3 months ago
f59704db44
fix docs protocols
3 months ago
b63996fc2d
Merge pull request #978 from harshalmore31/Fix/concurrent-streaming
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fix streaming in ConcurrentWorkflow !
3 months ago
254ded0b22
[ENHANCEMENT][MCP Expanded Support with Streamable HTTP] [Protocol Section of Docs]
3 months ago
5b833ad5c4
Merge pull request #973 from Wxysnx/20250723InteractiveGroupChat
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fix random_speaker issues
3 months ago
fa30fd778d
Merge branch 'master' into Fix/concurrent-streaming
3 months ago
dd7ac00dcb
[CLEANUP][InteractiveGroupChat]
3 months ago
69aced2bf8
fix streaming in ConcurrentWorkflow !
3 months ago
68849e7b5d
fix random_speaker
3 months ago
f88f4fab13
[CLEANUP][Tests] [DOCS][Contributors Guide] [SCRIPTS][setup.sh] [cleanup un-used files
3 months ago
610e02fe8c
feats - increase swarm router speed through cache, and also improve error logging
3 months ago
7119e514e1
docs improvement
3 months ago
c6443ffdf2
examples -- concurrent examples and api rate limits examples
3 months ago
4a86e28893
[DOCS][Swarms API Rate Limits] [concurrent wrapper in swarms.utils]
3 months ago
f916c89cc1
Merge pull request #958 from Wxysnx/agent_judge0717
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Added `evaluation_criteria` parameter to AgentJudge class
3 months ago
dae71c765b
examples cleanup
3 months ago
ad3ce5390c
update reasoning agent router docs
3 months ago
b08d57931c
Merge branch 'master' into agent_judge0717
3 months ago
a0fadf2874
Update agent_judge.py to resolve conflicts
3 months ago
7a8fa65f8f
[docs][ecosystem and support docs]
3 months ago
fbfc3f3cea
[feat][heavyswarm][docs] [demo][persona sim] [feat][electionswarm] [enhance] [agentjudge][docs]
3 months ago
78bd1def94
Added `evaluation_criteria` parameter to AgentJudge class
3 months ago
b4410ce9a9
[FIX][Conversation] [FIX][Self Consistency, make it less decoupled from agent, now it doesn't
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inherit from the agent class, removed code and improved self consistency docs] [fixed reasoning agent router, i
mproved the docstrings, and docs for the self consistency
3 months ago
2d558061ba
docs fix
3 months ago
ccf7d2f0ec
docs paper implementations
3 months ago
fb389903e1
[ENHANCEMENT][HiearchicalSwarm][Massive improvements to the hiearchical swarm, simplification, flexibility, speed improvements, and much more] [DOCS][HiearchicalSwarm] [Examples][hiearchical_examples]
3 months ago
c9d6660879
Merge pull request #949 from kyegomez/cursor/fix-three-bugs-in-the-codebase-203c
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Fix three bugs in the codebase
3 months ago
fe6eff9be5
Fix error handling, typos, and document ingestion logic in Agent class
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Co-authored-by: kye <kye@swarms.world>
3 months ago
0105c95851
cleanup !
3 months ago
81a6040527
fixes and clean up !
3 months ago
7ec57fe39e
Refactor vision processing methods to streamline direct URL handling and remove deprecated functionality
3 months ago
629a571a05
Merge branch 'master' into improve/vision
3 months ago
73dca28bd5
cleanup reasoning agentsg
3 months ago
e3ef675fc1
[FEAT][ConcurrentWorkflow Dashboard] [ENHANCE][InteractiveGroupchat] [New Concurrentworkflow docs]
3 months ago
c657ed3aa4
Enhance vision processing by supporting direct URL usage and adding utility methods for processing info
3 months ago
55c161bd2e
Merge branch 'master' into feature/2025062104
3 months ago
ab7781b100
example cleanup
3 months ago
c7c1ea16f5
removed is_last parameter which messed up sequential workflow
3 months ago
3c0298fe3e
fix swarm router and now sequential workflow
3 months ago
bcd8a31417
[FIX][ConcurrentWorkflow]
3 months ago
79bf0ca313
fix -- swarm router prompt
3 months ago
d00dfa44f1
fix -- speaker functions import issue and fix agent tool usage printing with retry function
3 months ago
98e24d2b0c
docs agent fix
3 months ago
161312a0aa
docs reformatting guides, and cleanup of swarms api server
3 months ago
76b9f5162e
[feat][interactivegroupchat][random dynamic speaker functions
3 months ago
13a5c8eab8
docs fix
3 months ago
6b04ec671e
[IMPROVE][InteractiveGroupchat][Improve the prompting so the agents acknowledge eachother + speaker functions][DOCS][Improvement]
3 months ago
50a69950f2
Refactor agent streaming behavior and update formatter panel title color
3 months ago
20c3d8a19c
Refactor streaming response formatting and printing logic for improved clarity and functionality
3 months ago
954c2b520e
model providers in swarms examples
3 months ago
325199f4c2
docs agent streaming with formatting name fix
3 months ago
ba1437b5dd
Merge pull request #923 from harshalmore31/bugfix/Multi-Modal-+-Function-Calling-Agents
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Fix: Gracefully handle None LLM responses to prevent agent crashes
4 months ago
636b2fa102
readme
4 months ago
a5f61de89c
Merge pull request #927 from harshalmore31/feat/921-stream
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feat: Implement real-time streaming with Rich UI for Agent responses
4 months ago
b258f3dfce
[docs][swarms marketplace documantation
4 months ago
92a9eac8d8
Refactor streaming response handling to support print_on parameter for flexible output
4 months ago
5e5819fc48
Enhance streaming response handling by collecting chunks and adding callback support
4 months ago
2f5e7bdca7
Add real-time streaming support and example usage for Agent class
4 months ago
d8958481cf
cleanup
4 months ago
adfdabba20
[FIX][agent.py] -- self.no_print -> self.print_on] [ENHC][Improve the concurrent workflow] [collaborative prompt] [fix][improve list_all_agents prompt]
4 months ago
61fa99aa71
Merge branch 'master' into bugfix/Multi-Modal-+-Function-Calling-Agents
4 months ago
7277a3ffbb
mixture of agents improvement and fix and example in docs with image
4 months ago
d9cab648bc
Refactor condition for tool execution to enhance readability
4 months ago
57eff390a5
Refactor tool execution logic to improve handling of callable tools and None responses
4 months ago
e5a5eaecea
Merge branch 'kyegomez:master' into bugfix/Multi-Modal-+-Function-Calling-Agents
4 months ago
2770b8c7bf
docs fix for the swarmns api fix
4 months ago
e3f1265934
Fix: Gracefully handle None LLM responses to prevent agent crashes
4 months ago
d380cae233
feat -- multiple image processing in agent.py
4 months ago
fcf52332d1
docs, contributing.md, multi tool mcp execution, and more
4 months ago
eb2fb67a51
Implement Agent Instance Caching Mechanism for ReasoningAgentRouter
4 months ago
d6fa21af46
refactor: streamline tool response handling and improve error logging in LiteLLM and BaseTool
4 months ago
227f8b36cc
Update swarms/tools/base_tool.py
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
4 months ago
fb494b9ce2
refactor: enhance error handling and response validation in tool execution and output processing for multi-modal functioanlity
4 months ago
7578353d63
[DOCS][ interactive groupchat examples]
4 months ago
cb353ec07b
fix import file name error
4 months ago
fb9d7039c5
replace-conditionals-with-factory-pattern
4 months ago
3bc92755ff
docs cleanup
4 months ago
6c0b1fd5b0
fix docs
4 months ago
6e5bc850b7
Merge pull request #882 from ascender1729/InteractiveGroupChat
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[fix][ui][structs][bounty-eligible] Refactor expression in interactive_groupchat.py
4 months ago
39fc5e6757
refactor: compute workers based on cpu
4 months ago
ca35a59f02
Use splitlines when showing system prompt
4 months ago
28cd319355
Merge pull request #878 from ascender1729/field_validator
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[fix][compatibility][deps][bugfix][bounty-eligible] Fix field_validator syntax for Pydantic v2
4 months ago
2e83b7247d
fix: adjust field_validator usage for pydantic v2
4 months ago
2103d6a256
Merge branch 'master' into improve/conversation_integration
4 months ago
1c36a1340e
[DOCS][FIX] [interactive group chat]
4 months ago
7a40494101
refactor: example usage in deep_research_swarm.py
4 months ago
bf26ade931
[FEAT][DeepResearchSwarm] Enhance API search functionality and add result parsing/displaying features
4 months ago
156f98a2c2
cookbook index
4 months ago
0e0a46019d
[FEAT][InteractiveGroupChat] + [Swarms Examples][index.md]
4 months ago
cb8e023a33
[FEAT][Interactive Groupchat] + [DOCS][Agents as tools]
4 months ago
ea6e928934
Enhance display_conversation method: add detailed argument for optional message details and improve formatting for in-memory display. Update export_conversation method for better handling of non-JSON file exports.
4 months ago
3fa6ba22cd
Refactor Pulsar and Redis error handling, improve SQLite connection management, and enhance conversation class functionality
4 months ago
5a054b0781
Merge branch 'kyegomez:master' into improve/conversation_integration
4 months ago
abf1e7bcd0
agent with tools
4 months ago
566e27755e
agent examples updates
4 months ago
566dd60385
Enhance Redis conversation testing and add Supabase backend example
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- Updated RedisConversationTester to prioritize external Redis connection, with fallback to embedded Redis.
- Improved error handling and logging during setup and cleanup processes.
- Enhanced test cases for initialization, message handling, and export/import functionality.
- Added a comprehensive example demonstrating the use of Supabase as a conversation storage backend with multi-agent collaboration.
- Created specialized agents for research tasks and an aggregator agent for synthesizing responses.
- Included environment setup checks and detailed output for better user experience.
4 months ago
6496feff10
examples re-shuffle
4 months ago
abcb5821e2
swarm_router docs
4 months ago
41c7004dcd
[NEW DOCS] [Updated swarms api documentation] [IMPR] [Improved swarms output types and automatic port]
4 months ago
2b6e78a273
Update __init__.py
4 months ago
502f9af174
Merge branch 'kyegomez:master' into feat/communication_supabase
4 months ago
7c9dd585bd
add numpy to requirements
4 months ago
1484be7d39
7.8.3
4 months ago
a7ca3b2d4e
Remove Supabase example usage and related test files; update SupabaseConversation imports and error handling in communication module.
4 months ago
baaddca45f
Merge branch 'kyegomez:master' into feat/communication_supabase
4 months ago
9e24767b8a
Implement SupabaseConversation functionality and comprehensive test suite
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- Added main script (test.py) to demonstrate SupabaseConversation features including message addition, retrieval, updating, and deletion.
- Integrated environment variable loading for Supabase configuration.
- Developed a detailed test suite (test_supabase_conversation.py) covering various functionalities such as message handling, error handling, and conversation management.
- Included tests for JSON and YAML operations, concurrent operations, and enhanced error handling.
- Utilized rich console output for improved test reporting and visualization.
- Ensured robust cleanup of test data after each test execution.
4 months ago
1f0ee6950c
tool docs
4 months ago
d8615a4bf6
[FEAT][Multi Tool Usage in Agent + BaseTool Updatess + examples updates]
4 months ago
181060e3ed
feat][agent + mcp
4 months ago
d61c218799
swarms rust documentation code
5 months ago
42aa843dbd
examples/multi-agent/council
5 months ago
5d5ac53c9e
[FEAT][CouncilAsAJudge]
5 months ago
3edf5553f7
claude 4 example
5 months ago
abce7a8af8
cleanup examples
5 months ago
bdf6885cbc
conversation
5 months ago
ab030d46b9
[feats][swarms.communication] + [docs][cleanup] + [tests][cleanup and swarms.communication]
5 months ago
fc06897b4e
feat: add robust XML output support throughout the agentic framework ( #841 )
5 months ago
a2d0e50feb
feat: add robust XML output support throughout the agentic framework ( #841 )
5 months ago
103952a5c7
[fix][remove agent.agent_id and just agent.id
5 months ago
97e25637e9
cort -> swarms.agents
5 months ago
ea9ecd56da
cleanup self.max_loops issue
5 months ago
48e7fd8a79
model docs
5 months ago
c43180de14
agent multi step reasoning update
5 months ago
aa7bc54e75
agent api completions docs
5 months ago
ed46063dcc
updated docs for swarms api
5 months ago
e9a7c7994c
concurrent docs updates + concurrent workflow updates
5 months ago
a5154aa26f
communication structures
5 months ago
f84a0fe9f7
hhcs fix swarms info
5 months ago
76a35d05ff
model grid
5 months ago
8b9e630e44
cleanup
5 months ago
f129895a73
graph workflow
5 months ago
c7c506d721
swarm matcher docs
5 months ago
de7e751025
cleanup init agent 10k agents a sec
5 months ago
cc387abaf6
fix system prompt, fix agent prompting swarms, new auto swarm builder, auto swarm builder docs, and more
5 months ago
3dd1855907
swarms tools
6 months ago
8aa35976f9
formatting output + create agent + agent benchmark
6 months ago
389567d2e7
swarms agent in rust docs
6 months ago
cae0db7b4d
swarms api as mcp
6 months ago
4f209580de
various bug fixes and removed mcp and other optimizations
6 months ago
d603604ccf
llama 4 examples ++ docs fix
6 months ago
b4f59aad40
llama 4 docs
6 months ago
a8b51f3150
vllm docs and cleanup
6 months ago
50d646d069
cleanup
6 months ago
4c58d1213e
Update and publish
6 months ago
09159905b0
Merge pull request #800 from ascender1729/feature/vllm-support
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Add vLLM support with wrapper and example
6 months ago
5af454020a
[7.6.3] -- [FEAT][Agent.run() acceleration] [FIX][Groupchat]
6 months ago
3a034476f4
Improve tool agent error handling with custom exceptions and retry mechanism
6 months ago
baf163ca45
Add vLLM support with wrapper and example
6 months ago
5285b41ef5
hhcs docs cleanup
7 months ago
3c5d963c44
NEW [FEAT] -- [HHCS] [DOCS] [EXAMPLE
7 months ago
216956e5a7
docs for new agents -- reflexion + gpk
7 months ago
f487b28fef
mcp integration
7 months ago
89fc8c7609
cleanup
7 months ago
9cb2500e58
new reasoning agents -- reflexion -- agent judge -- docs
7 months ago
9c78b39291
structured outputs example
7 months ago
9b07f448ae
clean up api route docs
7 months ago
904f80d60b
feat reasoning-agent-router
7 months ago
fe6a5fde2c
reasoning duo
7 months ago
e5948b2969
swarms api examples
7 months ago
0171ddd3ae
feat -- ire agent ++ feat -- consistency agent
7 months ago
c7d56c5a5c
docs
7 months ago
aafa63c682
malt example
7 months ago
d25b43c9d9
swarms api pricing docs
7 months ago
4108bac9eb
docs cleanup
7 months ago
007eb5c011
api client update
7 months ago
cd65990ade
Add get_default_tools utility function to OctoToolsSwarm
7 months ago
23666c345a
Add OctoToolsSwarm and init talk_hier in swarms module
7 months ago
ecdb5690b1
hiearchical docs
8 months ago
07aee705bc
fix sequential workflow outputs
8 months ago
fe8386780f
[feature][add list, dictionary, and str outputs to swarm architectures through conversation]
8 months ago
c20f40216a
[fix][concurrentworkflow with entire history output with all of the agent's outputs
8 months ago
ea34408296
new swarms api docs and pydantic models
8 months ago
f85759d6fe
cleanup and swarm docs
8 months ago
c3c9254414
swarms api docs
8 months ago
8b4d593de5
Enhanced Talk hier : A hierarchical multi-agent framework
8 months ago
fb5e1d8deb
code cleanup with black
8 months ago
45357db33a
groupchat fix
8 months ago
ed740c6585
code cleanup in auto swarm builder
8 months ago
982601614e
ui docs fix
8 months ago
146402e149
Merge pull request #776 from maldiohead/master
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fix: groupchat needs more than 2 agents
8 months ago
311d5451b1
agent roles for routers
8 months ago
506d11601c
swarms docs ui chat gradio
8 months ago
ee442db656
fix: groupchat needs more than 2 agents
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Signed-off-by: nolan <nolan@exvul.com>
8 months ago
07f4dd1116
remove clusterops
8 months ago
43c5845bbd
7.1.9
8 months ago
928e1ecf45
[7.1.7] [cleanup] [no clusterops] [majorityvoting fix]
8 months ago
0a39f2d48a
[7.1.2] - many files deleted
8 months ago
e7daefa610
[docs][swarms-platform]
8 months ago
630a7826b8
[cleanup][un-used tool files]
8 months ago
3140b69fbe
[7.0.4] [FEAT] [ModelRouter + docs] [docs fix] [docs][env docs]
8 months ago
abb7aa605a
[DOCKERFILE]
8 months ago
9cff6c7d1a
[cleanup]
9 months ago
834b9c5599
[DOCS] [TESTS] [LAZY LOADING]
9 months ago
2dc4684476
[tool cleanup]
9 months ago
f1600d2e43
[DOCS][LUMO]
9 months ago
王祥宇
CI-DEV
Kye Gomez
Kye Gomez
harshalmore31
王祥宇
Cursor Agent
Pavan Kumar
ascender1729
harshalmore31
nolan