b643e95d5e
Merge pull request #801 from ascender1729/feature/improve-tool-agent-exceptions
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Feature/improve tool agent exceptions
4 months ago
063ee64439
Merge pull request #995 from Wxysnx/20250730
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Fix: Optimize Conversation History Token Truncation Algorithm
4 months ago
b3e3f68ee8
[DOCS][AutoSwarmBuilder in Readme]
4 months ago
c890b0430b
[IMPROVE][AUTOSWARMBUILDER] [Fix][CouncilOfJudges]
4 months ago
6dc01c3c72
cron job examples, nw gpt-oss examples, and more
4 months ago
1be9e4dec0
Update __init__.py
4 months ago
cd3cec13bb
Update __init__.py
4 months ago
c77a1b350d
fix readme
4 months ago
ab36325ce7
Merge branch 'master' into fixed
4 months ago
eb413d350a
[WORKSHOP][New Examples and demos]
4 months ago
f68de40356
Update __init__.py
4 months ago
fce92537f1
Update __init__.py
4 months ago
11db60af4c
Update __init__.py
4 months ago
7f604b50f4
Add files via upload
4 months ago
228696873c
Add files via upload
4 months ago
9332a256aa
Add files via upload
4 months ago
578452fb6c
update
4 months ago
5f6f8c00e6
Merge pull request #999 from harshalmore31/cleanup
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Cleanup !
4 months ago
d26570902c
[Add workflow validation method to GraphWorkflow] Merge pull request #993 from Wxysnx/2025072902
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Add workflow validation method to GraphWorkflow
4 months ago
0cf6ab492b
[feat][senator assembly ][agent map] [and fix agent *args, **kwargs issue]
4 months ago
daf0891611
add models supported in azure docs
4 months ago
0ad5274b4a
Merge branch 'master' into cleanup
4 months ago
0ecdb2d216
[BUGF][998][Unclear handling of LLM args, tools list dictionary]
4 months ago
1bf5c3d08e
cleanup !
4 months ago
f847959999
[DOCS CLEANUP][Delete corporate, swarms_models, misc, and more] [ADD AZURE OPENAI EXAMPLES IN EXAMPLES SECTION]
4 months ago
932a3e7a47
fix bugs truncate_memory_with_tokenizer
4 months ago
896c60d42b
Merge branch 'master' into 2025072902
4 months ago
d6ef64eb4a
[KAIZEN][Delete retry_func] [delete profile_all func] [docs back to their place]
4 months ago
b2ff8fbedd
fix bug
4 months ago
0e1f70e68e
Delete swarms/config/board_config.py
4 months ago
6d70c32cb5
Update board_of_directors_swarm.py
4 months ago
3cd03c13eb
[feat][all new multi-agent methods] [feat][cronjob] [improvement][graphworkflow]
4 months ago
cb0ca8f2a7
Add files via upload
4 months ago
485c42c7ae
Add files via upload
4 months ago
f59704db44
fix docs protocols
4 months ago
b63996fc2d
Merge pull request #978 from harshalmore31/Fix/concurrent-streaming
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fix streaming in ConcurrentWorkflow !
4 months ago
254ded0b22
[ENHANCEMENT][MCP Expanded Support with Streamable HTTP] [Protocol Section of Docs]
4 months ago
5b833ad5c4
Merge pull request #973 from Wxysnx/20250723InteractiveGroupChat
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fix random_speaker issues
4 months ago
fa30fd778d
Merge branch 'master' into Fix/concurrent-streaming
4 months ago
dd7ac00dcb
[CLEANUP][InteractiveGroupChat]
4 months ago
69aced2bf8
fix streaming in ConcurrentWorkflow !
4 months ago
68849e7b5d
fix random_speaker
4 months ago
f88f4fab13
[CLEANUP][Tests] [DOCS][Contributors Guide] [SCRIPTS][setup.sh] [cleanup un-used files
4 months ago
610e02fe8c
feats - increase swarm router speed through cache, and also improve error logging
4 months ago
7119e514e1
docs improvement
5 months ago
c6443ffdf2
examples -- concurrent examples and api rate limits examples
5 months ago
4a86e28893
[DOCS][Swarms API Rate Limits] [concurrent wrapper in swarms.utils]
5 months ago
f916c89cc1
Merge pull request #958 from Wxysnx/agent_judge0717
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Added `evaluation_criteria` parameter to AgentJudge class
5 months ago
dae71c765b
examples cleanup
5 months ago
ad3ce5390c
update reasoning agent router docs
5 months ago
b08d57931c
Merge branch 'master' into agent_judge0717
5 months ago
a0fadf2874
Update agent_judge.py to resolve conflicts
5 months ago
7a8fa65f8f
[docs][ecosystem and support docs]
5 months ago
fbfc3f3cea
[feat][heavyswarm][docs] [demo][persona sim] [feat][electionswarm] [enhance] [agentjudge][docs]
5 months ago
78bd1def94
Added `evaluation_criteria` parameter to AgentJudge class
5 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
5 months ago
2d558061ba
docs fix
5 months ago
ccf7d2f0ec
docs paper implementations
5 months ago
fb389903e1
[ENHANCEMENT][HiearchicalSwarm][Massive improvements to the hiearchical swarm, simplification, flexibility, speed improvements, and much more] [DOCS][HiearchicalSwarm] [Examples][hiearchical_examples]
5 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
5 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>
5 months ago
0105c95851
cleanup !
5 months ago
81a6040527
fixes and clean up !
5 months ago
7ec57fe39e
Refactor vision processing methods to streamline direct URL handling and remove deprecated functionality
5 months ago
629a571a05
Merge branch 'master' into improve/vision
5 months ago
73dca28bd5
cleanup reasoning agentsg
5 months ago
e3ef675fc1
[FEAT][ConcurrentWorkflow Dashboard] [ENHANCE][InteractiveGroupchat] [New Concurrentworkflow docs]
5 months ago
c657ed3aa4
Enhance vision processing by supporting direct URL usage and adding utility methods for processing info
5 months ago
55c161bd2e
Merge branch 'master' into feature/2025062104
5 months ago
ab7781b100
example cleanup
5 months ago
c7c1ea16f5
removed is_last parameter which messed up sequential workflow
5 months ago
3c0298fe3e
fix swarm router and now sequential workflow
5 months ago
bcd8a31417
[FIX][ConcurrentWorkflow]
5 months ago
79bf0ca313
fix -- swarm router prompt
5 months ago
d00dfa44f1
fix -- speaker functions import issue and fix agent tool usage printing with retry function
5 months ago
98e24d2b0c
docs agent fix
5 months ago
161312a0aa
docs reformatting guides, and cleanup of swarms api server
5 months ago
76b9f5162e
[feat][interactivegroupchat][random dynamic speaker functions
5 months ago
13a5c8eab8
docs fix
5 months ago
6b04ec671e
[IMPROVE][InteractiveGroupchat][Improve the prompting so the agents acknowledge eachother + speaker functions][DOCS][Improvement]
5 months ago
50a69950f2
Refactor agent streaming behavior and update formatter panel title color
5 months ago
20c3d8a19c
Refactor streaming response formatting and printing logic for improved clarity and functionality
5 months ago
954c2b520e
model providers in swarms examples
5 months ago
325199f4c2
docs agent streaming with formatting name fix
5 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
5 months ago
636b2fa102
readme
5 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
5 months ago
b258f3dfce
[docs][swarms marketplace documantation
5 months ago
92a9eac8d8
Refactor streaming response handling to support print_on parameter for flexible output
5 months ago
5e5819fc48
Enhance streaming response handling by collecting chunks and adding callback support
5 months ago
2f5e7bdca7
Add real-time streaming support and example usage for Agent class
5 months ago
d8958481cf
cleanup
5 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]
5 months ago
61fa99aa71
Merge branch 'master' into bugfix/Multi-Modal-+-Function-Calling-Agents
5 months ago
7277a3ffbb
mixture of agents improvement and fix and example in docs with image
5 months ago
d9cab648bc
Refactor condition for tool execution to enhance readability
5 months ago
57eff390a5
Refactor tool execution logic to improve handling of callable tools and None responses
5 months ago
e5a5eaecea
Merge branch 'kyegomez:master' into bugfix/Multi-Modal-+-Function-Calling-Agents
5 months ago
2770b8c7bf
docs fix for the swarmns api fix
5 months ago
e3f1265934
Fix: Gracefully handle None LLM responses to prevent agent crashes
5 months ago
d380cae233
feat -- multiple image processing in agent.py
5 months ago
fcf52332d1
docs, contributing.md, multi tool mcp execution, and more
5 months ago
eb2fb67a51
Implement Agent Instance Caching Mechanism for ReasoningAgentRouter
6 months ago
d6fa21af46
refactor: streamline tool response handling and improve error logging in LiteLLM and BaseTool
6 months ago
227f8b36cc
Update swarms/tools/base_tool.py
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Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
6 months ago
fb494b9ce2
refactor: enhance error handling and response validation in tool execution and output processing for multi-modal functioanlity
6 months ago
7578353d63
[DOCS][ interactive groupchat examples]
6 months ago
cb353ec07b
fix import file name error
6 months ago
fb9d7039c5
replace-conditionals-with-factory-pattern
6 months ago
3bc92755ff
docs cleanup
6 months ago
6c0b1fd5b0
fix docs
6 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
6 months ago
39fc5e6757
refactor: compute workers based on cpu
6 months ago
ca35a59f02
Use splitlines when showing system prompt
6 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
6 months ago
2e83b7247d
fix: adjust field_validator usage for pydantic v2
6 months ago
2103d6a256
Merge branch 'master' into improve/conversation_integration
6 months ago
1c36a1340e
[DOCS][FIX] [interactive group chat]
6 months ago
7a40494101
refactor: example usage in deep_research_swarm.py
6 months ago
bf26ade931
[FEAT][DeepResearchSwarm] Enhance API search functionality and add result parsing/displaying features
6 months ago
156f98a2c2
cookbook index
6 months ago
0e0a46019d
[FEAT][InteractiveGroupChat] + [Swarms Examples][index.md]
6 months ago
cb8e023a33
[FEAT][Interactive Groupchat] + [DOCS][Agents as tools]
6 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.
6 months ago
3fa6ba22cd
Refactor Pulsar and Redis error handling, improve SQLite connection management, and enhance conversation class functionality
6 months ago
5a054b0781
Merge branch 'kyegomez:master' into improve/conversation_integration
6 months ago
abf1e7bcd0
agent with tools
6 months ago
566e27755e
agent examples updates
6 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.
6 months ago
6496feff10
examples re-shuffle
6 months ago
abcb5821e2
swarm_router docs
6 months ago
41c7004dcd
[NEW DOCS] [Updated swarms api documentation] [IMPR] [Improved swarms output types and automatic port]
6 months ago
2b6e78a273
Update __init__.py
6 months ago
502f9af174
Merge branch 'kyegomez:master' into feat/communication_supabase
6 months ago
7c9dd585bd
add numpy to requirements
6 months ago
1484be7d39
7.8.3
6 months ago
a7ca3b2d4e
Remove Supabase example usage and related test files; update SupabaseConversation imports and error handling in communication module.
6 months ago
baaddca45f
Merge branch 'kyegomez:master' into feat/communication_supabase
6 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.
6 months ago
1f0ee6950c
tool docs
6 months ago
d8615a4bf6
[FEAT][Multi Tool Usage in Agent + BaseTool Updatess + examples updates]
6 months ago
181060e3ed
feat][agent + mcp
6 months ago
d61c218799
swarms rust documentation code
6 months ago
42aa843dbd
examples/multi-agent/council
6 months ago
5d5ac53c9e
[FEAT][CouncilAsAJudge]
6 months ago
3edf5553f7
claude 4 example
7 months ago
abce7a8af8
cleanup examples
7 months ago
bdf6885cbc
conversation
7 months ago
ab030d46b9
[feats][swarms.communication] + [docs][cleanup] + [tests][cleanup and swarms.communication]
7 months ago
fc06897b4e
feat: add robust XML output support throughout the agentic framework ( #841 )
7 months ago
a2d0e50feb
feat: add robust XML output support throughout the agentic framework ( #841 )
7 months ago
103952a5c7
[fix][remove agent.agent_id and just agent.id
7 months ago
97e25637e9
cort -> swarms.agents
7 months ago
ea9ecd56da
cleanup self.max_loops issue
7 months ago
48e7fd8a79
model docs
7 months ago
c43180de14
agent multi step reasoning update
7 months ago
aa7bc54e75
agent api completions docs
7 months ago
ed46063dcc
updated docs for swarms api
7 months ago
e9a7c7994c
concurrent docs updates + concurrent workflow updates
7 months ago
a5154aa26f
communication structures
7 months ago
f84a0fe9f7
hhcs fix swarms info
7 months ago
76a35d05ff
model grid
7 months ago
8b9e630e44
cleanup
7 months ago
f129895a73
graph workflow
7 months ago
c7c506d721
swarm matcher docs
7 months ago
de7e751025
cleanup init agent 10k agents a sec
7 months ago
cc387abaf6
fix system prompt, fix agent prompting swarms, new auto swarm builder, auto swarm builder docs, and more
7 months ago
3dd1855907
swarms tools
7 months ago
8aa35976f9
formatting output + create agent + agent benchmark
8 months ago
389567d2e7
swarms agent in rust docs
8 months ago
cae0db7b4d
swarms api as mcp
8 months ago
4f209580de
various bug fixes and removed mcp and other optimizations
8 months ago
d603604ccf
llama 4 examples ++ docs fix
8 months ago
b4f59aad40
llama 4 docs
8 months ago
a8b51f3150
vllm docs and cleanup
8 months ago
50d646d069
cleanup
8 months ago
4c58d1213e
Update and publish
8 months ago
09159905b0
Merge pull request #800 from ascender1729/feature/vllm-support
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Add vLLM support with wrapper and example
8 months ago
5af454020a
[7.6.3] -- [FEAT][Agent.run() acceleration] [FIX][Groupchat]
8 months ago
3a034476f4
Improve tool agent error handling with custom exceptions and retry mechanism
8 months ago
baf163ca45
Add vLLM support with wrapper and example
8 months ago
5285b41ef5
hhcs docs cleanup
8 months ago
3c5d963c44
NEW [FEAT] -- [HHCS] [DOCS] [EXAMPLE
8 months ago
216956e5a7
docs for new agents -- reflexion + gpk
8 months ago
f487b28fef
mcp integration
8 months ago
89fc8c7609
cleanup
8 months ago
9cb2500e58
new reasoning agents -- reflexion -- agent judge -- docs
9 months ago
9c78b39291
structured outputs example
9 months ago
9b07f448ae
clean up api route docs
9 months ago
904f80d60b
feat reasoning-agent-router
9 months ago
fe6a5fde2c
reasoning duo
9 months ago
e5948b2969
swarms api examples
9 months ago
0171ddd3ae
feat -- ire agent ++ feat -- consistency agent
9 months ago
c7d56c5a5c
docs
9 months ago
aafa63c682
malt example
9 months ago
d25b43c9d9
swarms api pricing docs
9 months ago
4108bac9eb
docs cleanup
9 months ago
007eb5c011
api client update
9 months ago
cd65990ade
Add get_default_tools utility function to OctoToolsSwarm
9 months ago
23666c345a
Add OctoToolsSwarm and init talk_hier in swarms module
9 months ago
ecdb5690b1
hiearchical docs
9 months ago
07aee705bc
fix sequential workflow outputs
9 months ago
fe8386780f
[feature][add list, dictionary, and str outputs to swarm architectures through conversation]
9 months ago
c20f40216a
[fix][concurrentworkflow with entire history output with all of the agent's outputs
9 months ago
ea34408296
new swarms api docs and pydantic models
9 months ago
f85759d6fe
cleanup and swarm docs
9 months ago
c3c9254414
swarms api docs
9 months ago
8b4d593de5
Enhanced Talk hier : A hierarchical multi-agent framework
10 months ago
fb5e1d8deb
code cleanup with black
10 months ago
45357db33a
groupchat fix
10 months ago
ed740c6585
code cleanup in auto swarm builder
10 months ago
982601614e
ui docs fix
10 months ago
146402e149
Merge pull request #776 from maldiohead/master
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fix: groupchat needs more than 2 agents
10 months ago
311d5451b1
agent roles for routers
10 months ago
506d11601c
swarms docs ui chat gradio
10 months ago
ee442db656
fix: groupchat needs more than 2 agents
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Signed-off-by: nolan <nolan@exvul.com>
10 months ago
07f4dd1116
remove clusterops
10 months ago
43c5845bbd
7.1.9
10 months ago
928e1ecf45
[7.1.7] [cleanup] [no clusterops] [majorityvoting fix]
10 months ago
0a39f2d48a
[7.1.2] - many files deleted
10 months ago
e7daefa610
[docs][swarms-platform]
10 months ago
630a7826b8
[cleanup][un-used tool files]
10 months ago
3140b69fbe
[7.0.4] [FEAT] [ModelRouter + docs] [docs fix] [docs][env docs]
10 months ago
abb7aa605a
[DOCKERFILE]
10 months ago
9cff6c7d1a
[cleanup]
10 months ago
834b9c5599
[DOCS] [TESTS] [LAZY LOADING]
10 months ago
2dc4684476
[tool cleanup]
10 months ago
f1600d2e43
[DOCS][LUMO]
10 months ago
283a3f0e0c
[TWITTER AGENTS]
10 months ago
6237d787f9
[docs]
11 months ago
da320bcb96
[6.9.7]
11 months ago
e06652ed8b
[UPDATE]
11 months ago
d44fbcd700
[DOCS][DOCS]
11 months ago
5e4a600d47
[DOCS][Swarm Tools example]
11 months ago
66d9df1897
Imporve the UX of CLI and Add onboard examples
11 months ago
33e01f28ee
[EXAMPLES WITH VARIOUS MODELS]
11 months ago
48140c58c6
[WRAP UP]
11 months ago
b1365924d0
[EXAMPLE][Multi-AgentRouter]
11 months ago
3df461bba4
[FEATS][CSVTOAgents] [Various Bug Fixes]
11 months ago
5ecdc87f4a
[FEATS][CSVTOAgents] [Various Bug Fixes]
11 months ago
704f91fdea
[CLEANUP]
11 months ago
bb69f8e696
[CLEANUP]
11 months ago
6730883d62
[CLEANUP]
11 months ago
cd569322d3
[MultiAgentRouter]
11 months ago
79e7d20d4f
{TESTS]
11 months ago
b059bf299c
[DOCS][MCS API]
11 months ago
17e2933b29
[CLEANUP]
11 months ago
a3879c5322
[API] TESTS]
11 months ago
df76859173
[6.7.9]
12 months ago
da3f12905d
[CODE FORMATTING]
12 months ago
Kye Gomez
Kye Gomez
CI-DEV
王祥宇
harshalmore31
王祥宇
Cursor Agent
Pavan Kumar
ascender1729
harshalmore31
nolan
Chethan UK