223d398a20
updated and fixed !
3 months ago
13ed1dd603
[NEW EXAMPLE][Smart autonomous database with new section in docs]
3 months ago
92c9db48e1
Community resources docs
3 months ago
7b0510bcd5
requirements
3 months ago
dc891a8cac
[SWARMS.PROMPTS][CLEANUP]
3 months ago
dd2b0c2a3c
added agent_loader
3 months ago
5be0ab609e
fix examples and code formatting
3 months ago
63a998bb1f
[NEW][Examples] [simulations.senatorassembly -> to swarms.sim]
3 months ago
b643e95d5e
Merge pull request #801 from ascender1729/feature/improve-tool-agent-exceptions
...
Feature/improve tool agent exceptions
3 months ago
063ee64439
Merge pull request #995 from Wxysnx/20250730
...
Fix: Optimize Conversation History Token Truncation Algorithm
3 months ago
b3e3f68ee8
[DOCS][AutoSwarmBuilder in Readme]
3 months ago
c890b0430b
[IMPROVE][AUTOSWARMBUILDER] [Fix][CouncilOfJudges]
3 months ago
6dc01c3c72
cron job examples, nw gpt-oss examples, and more
3 months ago
1be9e4dec0
Update __init__.py
3 months ago
cd3cec13bb
Update __init__.py
3 months ago
c77a1b350d
fix readme
3 months ago
ab36325ce7
Merge branch 'master' into fixed
3 months ago
eb413d350a
[WORKSHOP][New Examples and demos]
3 months ago
f68de40356
Update __init__.py
3 months ago
fce92537f1
Update __init__.py
3 months ago
11db60af4c
Update __init__.py
3 months ago
7f604b50f4
Add files via upload
3 months ago
228696873c
Add files via upload
3 months ago
9332a256aa
Add files via upload
3 months ago
578452fb6c
update
4 months ago
5f6f8c00e6
Merge pull request #999 from harshalmore31/cleanup
...
Cleanup !
4 months ago
d26570902c
[Add workflow validation method to GraphWorkflow] Merge pull request #993 from Wxysnx/2025072902
...
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
...
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
...
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
4 months ago
c6443ffdf2
examples -- concurrent examples and api rate limits examples
4 months ago
4a86e28893
[DOCS][Swarms API Rate Limits] [concurrent wrapper in swarms.utils]
4 months ago
f916c89cc1
Merge pull request #958 from Wxysnx/agent_judge0717
...
Added `evaluation_criteria` parameter to AgentJudge class
4 months ago
dae71c765b
examples cleanup
4 months ago
ad3ce5390c
update reasoning agent router docs
4 months ago
b08d57931c
Merge branch 'master' into agent_judge0717
4 months ago
a0fadf2874
Update agent_judge.py to resolve conflicts
4 months ago
7a8fa65f8f
[docs][ecosystem and support docs]
4 months ago
fbfc3f3cea
[feat][heavyswarm][docs] [demo][persona sim] [feat][electionswarm] [enhance] [agentjudge][docs]
4 months ago
78bd1def94
Added `evaluation_criteria` parameter to AgentJudge class
4 months ago
b4410ce9a9
[FIX][Conversation] [FIX][Self Consistency, make it less decoupled from agent, now it doesn't
...
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
4 months ago
2d558061ba
docs fix
4 months ago
ccf7d2f0ec
docs paper implementations
4 months ago
fb389903e1
[ENHANCEMENT][HiearchicalSwarm][Massive improvements to the hiearchical swarm, simplification, flexibility, speed improvements, and much more] [DOCS][HiearchicalSwarm] [Examples][hiearchical_examples]
4 months ago
c9d6660879
Merge pull request #949 from kyegomez/cursor/fix-three-bugs-in-the-codebase-203c
...
Fix three bugs in the codebase
4 months ago
fe6eff9be5
Fix error handling, typos, and document ingestion logic in Agent class
...
Co-authored-by: kye <kye@swarms.world>
4 months ago
0105c95851
cleanup !
4 months ago
81a6040527
fixes and clean up !
4 months ago
7ec57fe39e
Refactor vision processing methods to streamline direct URL handling and remove deprecated functionality
4 months ago
629a571a05
Merge branch 'master' into improve/vision
4 months ago
73dca28bd5
cleanup reasoning agentsg
4 months ago
e3ef675fc1
[FEAT][ConcurrentWorkflow Dashboard] [ENHANCE][InteractiveGroupchat] [New Concurrentworkflow docs]
4 months ago
c657ed3aa4
Enhance vision processing by supporting direct URL usage and adding utility methods for processing info
4 months ago
55c161bd2e
Merge branch 'master' into feature/2025062104
4 months ago
ab7781b100
example cleanup
4 months ago
c7c1ea16f5
removed is_last parameter which messed up sequential workflow
4 months ago
3c0298fe3e
fix swarm router and now sequential workflow
4 months ago
bcd8a31417
[FIX][ConcurrentWorkflow]
4 months ago
79bf0ca313
fix -- swarm router prompt
4 months ago
d00dfa44f1
fix -- speaker functions import issue and fix agent tool usage printing with retry function
4 months ago
98e24d2b0c
docs agent fix
4 months ago
161312a0aa
docs reformatting guides, and cleanup of swarms api server
4 months ago
76b9f5162e
[feat][interactivegroupchat][random dynamic speaker functions
4 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
...
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
...
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
5 months ago
d6fa21af46
refactor: streamline tool response handling and improve error logging in LiteLLM and BaseTool
5 months ago
227f8b36cc
Update swarms/tools/base_tool.py
...
Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
5 months ago
fb494b9ce2
refactor: enhance error handling and response validation in tool execution and output processing for multi-modal functioanlity
5 months ago
7578353d63
[DOCS][ interactive groupchat examples]
5 months ago
cb353ec07b
fix import file name error
5 months ago
fb9d7039c5
replace-conditionals-with-factory-pattern
5 months ago
3bc92755ff
docs cleanup
5 months ago
6c0b1fd5b0
fix docs
5 months ago
6e5bc850b7
Merge pull request #882 from ascender1729/InteractiveGroupChat
...
[fix][ui][structs][bounty-eligible] Refactor expression in interactive_groupchat.py
5 months ago
39fc5e6757
refactor: compute workers based on cpu
5 months ago
ca35a59f02
Use splitlines when showing system prompt
5 months ago
28cd319355
Merge pull request #878 from ascender1729/field_validator
...
[fix][compatibility][deps][bugfix][bounty-eligible] Fix field_validator syntax for Pydantic v2
5 months ago
2e83b7247d
fix: adjust field_validator usage for pydantic v2
5 months ago
2103d6a256
Merge branch 'master' into improve/conversation_integration
5 months ago
1c36a1340e
[DOCS][FIX] [interactive group chat]
5 months ago
7a40494101
refactor: example usage in deep_research_swarm.py
5 months ago
bf26ade931
[FEAT][DeepResearchSwarm] Enhance API search functionality and add result parsing/displaying features
5 months ago
156f98a2c2
cookbook index
5 months ago
0e0a46019d
[FEAT][InteractiveGroupChat] + [Swarms Examples][index.md]
5 months ago
cb8e023a33
[FEAT][Interactive Groupchat] + [DOCS][Agents as tools]
5 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.
5 months ago
3fa6ba22cd
Refactor Pulsar and Redis error handling, improve SQLite connection management, and enhance conversation class functionality
5 months ago
5a054b0781
Merge branch 'kyegomez:master' into improve/conversation_integration
5 months ago
abf1e7bcd0
agent with tools
5 months ago
566e27755e
agent examples updates
5 months ago
566dd60385
Enhance Redis conversation testing and add Supabase backend example
...
- 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.
5 months ago
6496feff10
examples re-shuffle
5 months ago
abcb5821e2
swarm_router docs
5 months ago
41c7004dcd
[NEW DOCS] [Updated swarms api documentation] [IMPR] [Improved swarms output types and automatic port]
5 months ago
2b6e78a273
Update __init__.py
5 months ago
502f9af174
Merge branch 'kyegomez:master' into feat/communication_supabase
5 months ago
7c9dd585bd
add numpy to requirements
5 months ago
1484be7d39
7.8.3
5 months ago
a7ca3b2d4e
Remove Supabase example usage and related test files; update SupabaseConversation imports and error handling in communication module.
5 months ago
baaddca45f
Merge branch 'kyegomez:master' into feat/communication_supabase
5 months ago
9e24767b8a
Implement SupabaseConversation functionality and comprehensive test suite
...
- 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.
5 months ago
1f0ee6950c
tool docs
5 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
6 months ago
abce7a8af8
cleanup examples
6 months ago
bdf6885cbc
conversation
6 months ago
ab030d46b9
[feats][swarms.communication] + [docs][cleanup] + [tests][cleanup and swarms.communication]
6 months ago
fc06897b4e
feat: add robust XML output support throughout the agentic framework ( #841 )
6 months ago
a2d0e50feb
feat: add robust XML output support throughout the agentic framework ( #841 )
6 months ago
103952a5c7
[fix][remove agent.agent_id and just agent.id
6 months ago
97e25637e9
cort -> swarms.agents
6 months ago
ea9ecd56da
cleanup self.max_loops issue
6 months ago
48e7fd8a79
model docs
6 months ago
c43180de14
agent multi step reasoning update
6 months ago
aa7bc54e75
agent api completions docs
6 months ago
ed46063dcc
updated docs for swarms api
6 months ago
e9a7c7994c
concurrent docs updates + concurrent workflow updates
6 months ago
a5154aa26f
communication structures
6 months ago
f84a0fe9f7
hhcs fix swarms info
6 months ago
76a35d05ff
model grid
6 months ago
8b9e630e44
cleanup
6 months ago
f129895a73
graph workflow
6 months ago
c7c506d721
swarm matcher docs
6 months ago
de7e751025
cleanup init agent 10k agents a sec
6 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
7 months ago
389567d2e7
swarms agent in rust docs
7 months ago
cae0db7b4d
swarms api as mcp
7 months ago
4f209580de
various bug fixes and removed mcp and other optimizations
7 months ago
d603604ccf
llama 4 examples ++ docs fix
7 months ago
b4f59aad40
llama 4 docs
7 months ago
a8b51f3150
vllm docs and cleanup
7 months ago
50d646d069
cleanup
7 months ago
4c58d1213e
Update and publish
7 months ago
09159905b0
Merge pull request #800 from ascender1729/feature/vllm-support
...
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
8 months ago
9c78b39291
structured outputs example
8 months ago
9b07f448ae
clean up api route docs
8 months ago
904f80d60b
feat reasoning-agent-router
8 months ago
fe6a5fde2c
reasoning duo
8 months ago
e5948b2969
swarms api examples
8 months ago
harshalmore31
Kye Gomez
Kye Gomez
CI-DEV
王祥宇
王祥宇
Cursor Agent
Pavan Kumar
ascender1729