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langgraph: release 0.2.45
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@vbarda
vbarda committed Nov 4, 2024
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2 changes: 1 addition & 1 deletion libs/langgraph/pyproject.toml
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[tool.poetry]

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Benchmark results 

.........................................
fanout_to_subgraph_10x: Mean +- std dev: 58.6 ms +- 1.9 ms
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fanout_to_subgraph_10x_sync: Mean +- std dev: 51.4 ms +- 1.3 ms
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fanout_to_subgraph_10x_checkpoint: Mean +- std dev: 85.8 ms +- 2.5 ms
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fanout_to_subgraph_10x_checkpoint_sync: Mean +- std dev: 95.5 ms +- 3.6 ms
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fanout_to_subgraph_100x: Mean +- std dev: 568 ms +- 23 ms
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fanout_to_subgraph_100x_sync: Mean +- std dev: 490 ms +- 9 ms
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fanout_to_subgraph_100x_checkpoint: Mean +- std dev: 928 ms +- 42 ms
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fanout_to_subgraph_100x_checkpoint_sync: Mean +- std dev: 934 ms +- 32 ms
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react_agent_10x: Mean +- std dev: 30.8 ms +- 0.9 ms
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react_agent_10x_sync: Mean +- std dev: 22.7 ms +- 0.6 ms
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react_agent_10x_checkpoint: Mean +- std dev: 47.8 ms +- 1.5 ms
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react_agent_10x_checkpoint_sync: Mean +- std dev: 37.2 ms +- 1.1 ms
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react_agent_100x: Mean +- std dev: 344 ms +- 7 ms
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react_agent_100x_sync: Mean +- std dev: 273 ms +- 6 ms
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react_agent_100x_checkpoint: Mean +- std dev: 968 ms +- 25 ms
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react_agent_100x_checkpoint_sync: Mean +- std dev: 856 ms +- 17 ms
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wide_state_25x300: Mean +- std dev: 23.5 ms +- 0.5 ms
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wide_state_25x300_sync: Mean +- std dev: 14.9 ms +- 0.3 ms
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wide_state_25x300_checkpoint: Mean +- std dev: 282 ms +- 4 ms
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wide_state_25x300_checkpoint_sync: Mean +- std dev: 269 ms +- 5 ms
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wide_state_15x600: Mean +- std dev: 27.9 ms +- 0.8 ms
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wide_state_15x600_sync: Mean +- std dev: 17.3 ms +- 0.4 ms
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wide_state_15x600_checkpoint: Mean +- std dev: 485 ms +- 6 ms
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wide_state_15x600_checkpoint_sync: Mean +- std dev: 470 ms +- 8 ms
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wide_state_9x1200: Mean +- std dev: 27.4 ms +- 0.7 ms
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wide_state_9x1200_sync: Mean +- std dev: 17.5 ms +- 0.6 ms
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wide_state_9x1200_checkpoint: Mean +- std dev: 319 ms +- 5 ms
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wide_state_9x1200_checkpoint_sync: Mean +- std dev: 303 ms +- 5 ms

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Comparison against main 

+-----------------------------------------+---------+-----------------------+
| Benchmark                               | main    | changes               |
+=========================================+=========+=======================+
| react_agent_10x                         | 32.8 ms | 30.8 ms: 1.06x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_sync                    | 23.7 ms | 22.7 ms: 1.05x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint              | 49.8 ms | 47.8 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| react_agent_10x_checkpoint_sync         | 38.6 ms | 37.2 ms: 1.04x faster |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_checkpoint_sync       | 311 ms  | 303 ms: 1.02x faster  |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_checkpoint_sync       | 274 ms  | 269 ms: 1.02x faster  |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_checkpoint_sync        | 868 ms  | 856 ms: 1.01x faster  |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint            | 491 ms  | 485 ms: 1.01x faster  |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_checkpoint_sync       | 474 ms  | 470 ms: 1.01x faster  |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x_sync                   | 268 ms  | 273 ms: 1.02x slower  |
+-----------------------------------------+---------+-----------------------+
| react_agent_100x                        | 334 ms  | 344 ms: 1.03x slower  |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x                 | 540 ms  | 568 ms: 1.05x slower  |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint      | 881 ms  | 928 ms: 1.05x slower  |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_checkpoint_sync | 871 ms  | 934 ms: 1.07x slower  |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint_sync  | 88.7 ms | 95.5 ms: 1.08x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_checkpoint       | 78.9 ms | 85.8 ms: 1.09x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_100x_sync            | 438 ms  | 490 ms: 1.12x slower  |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x_sync             | 44.8 ms | 51.4 ms: 1.15x slower |
+-----------------------------------------+---------+-----------------------+
| fanout_to_subgraph_10x                  | 48.7 ms | 58.6 ms: 1.20x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300                       | 18.7 ms | 23.5 ms: 1.26x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200                       | 21.6 ms | 27.4 ms: 1.27x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600                       | 21.6 ms | 27.9 ms: 1.29x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_25x300_sync                  | 11.2 ms | 14.9 ms: 1.34x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_15x600_sync                  | 12.8 ms | 17.3 ms: 1.35x slower |
+-----------------------------------------+---------+-----------------------+
| wide_state_9x1200_sync                  | 12.8 ms | 17.5 ms: 1.37x slower |
+---------------------------------------
name = "langgraph"
version = "0.2.44"
version = "0.2.45"
description = "Building stateful, multi-actor applications with LLMs"
authors = []
license = "MIT"
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