946e433698
More docstrings and autoclass embeds in docs
2026-03-31 13:12:32 -07:00
1562a8f444
Added some more autoclass docs, with new doctrings
2026-03-31 12:54:00 -07:00
f7934c5c26
Fix some descriptor leaks ( #1313 )
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Refs #1312
2025-12-11 14:20:58 -08:00
618463de13
fix: register fragment source in chat command ( #1316 )
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* Register fragment source in chat command
2025-12-11 13:54:32 -08:00
c7abd58000
Fix for asyncio.iscoroutinefunction warning
2025-11-14 15:49:18 -08:00
08094082f2
Toolbox.add_tool(), prepare() and prepare_async() methods
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Closes #1111
2025-08-11 13:19:31 -07:00
3a96d52895
Better handling of before_call cancellation, closes #1148
2025-06-01 18:36:55 -07:00
d96ae4ed8d
Fix --async logging to database, closes #1150
2025-06-01 17:38:26 -07:00
30e0c4abe8
ToolResult.exception for tool errors, now logged to DB
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Closes #1104
2025-06-01 17:01:40 -07:00
94c62f45b1
Fix type of tools argument ( #1144 )
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* Fix type of 'tools'
2025-06-01 12:06:20 -07:00
ed64fc3362
chain_limit/before_call/after_call for conversations
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* chain_limit/before_call/after_call for conversations, closes #1088
* Docs for before_call/after_call including for model.conversation
2025-06-01 12:00:29 -07:00
b5d1c5ee90
Tools can now return attachments
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Closes #1014
- llm.ToolOutput(output='...', attachments=[...]) for tools to return attachments
- New table: `tool_results_attachments`
- Table is populated when tools return attachments
- llm --tools-debug shows attachments returned by tools
- llm logs shows attachments returned by tools
2025-06-01 10:08:36 -07:00
f74e242442
Clarifying comment
2025-06-01 09:16:37 -07:00
b858b0083e
set_resolved_model() for async models, closes #1117
2025-05-28 07:39:57 -07:00
301db6d76c
responses.resolved_model column and response.set_resolved_model(model_id) method, closes #1117
2025-05-28 07:17:03 -07:00
6bab712cdd
Fix for module 'builtins' has no attribute 'instance_id, closes #1107
2025-05-27 13:13:28 -07:00
9e25055765
Turn incorrect tool names into errors, closes #1104
2025-05-27 09:29:05 -07:00
e4ecb86421
Log tool_instances to database ( #1098 )
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* Log tool_instances to database, closes #1089
* Tested for both sync and async models
2025-05-26 21:01:55 -07:00
1dc7a1d1f9
Monotonic ULIDs, refs #1099
2025-05-26 19:49:42 -07:00
a87e4505ff
Remove obsolete details: mechanism from ChainResults, closes #1087
2025-05-25 22:43:45 -07:00
bb336d33a0
Toolbox class for class-based tool collections ( #1086 )
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* Toolbox class for class-based tool collections
Refs #1059 , #1058 , #1057
2025-05-25 22:42:52 -07:00
5d6f96a908
Provide response_json type hint ( #1077 )
2025-05-24 13:46:36 -07:00
36477cf9e5
llm chat -c and llm -c carry forward tools, closes #1020
2025-05-23 21:10:51 -07:00
d2886d4692
Record which plugin a tool came from, including in DB - refs #1020
2025-05-23 15:44:12 -07:00
3e3492898c
Conversations using tools in Python API
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Refs #1033
2025-05-21 23:05:16 -07:00
e172e9e52d
Clean up one more comment
2025-05-21 21:42:46 -07:00
3cb875fa3d
Async tool support ( #1063 )
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* Sync models can now call async tools, refs #987
* Test for async tool functions in sync context, refs #987
* Test for asyncio tools, plus test that they run in parallel
* Docs for async tool usage
2025-05-21 21:42:19 -07:00
bd2180df7d
llm chat --tool and --functions ( #1062 )
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* Tool support for llm chat, closes #1004
2025-05-20 21:30:27 -07:00
2df619e7d8
--chain-limit option, closes #1025
2025-05-13 21:52:39 -04:00
c81f0560e0
Fixed remaining mypy problems, refs #1023
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Refs https://github.com/simonw/llm/pull/996#issuecomment-2878191352
2025-05-13 17:19:30 -07:00
96f910bb30
Fix for TypeError: 'coroutine' object is not iterable
2025-05-13 17:19:30 -07:00
a029e0b70c
AsyncModel.chain() raises NotImplementedError, closes #1021
2025-05-13 17:19:30 -07:00
5ae20bd549
Guard against chunk=None from models
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Bug that I encountered while working on #1019
2025-05-13 17:19:30 -07:00
1efb14f294
Upgrade condense-json
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Refs https://github.com/simonw/llm/issues/1003#issuecomment-2873322525
Refs https://github.com/simonw/condense-json/issues/5
2025-05-13 17:19:30 -07:00
a50de8b57a
ChainResponse.log_to_db() method and test, refs #1017 , #1003
2025-05-13 17:19:30 -07:00
5162cabbe1
First test for tools, plus vcr+syrupy, refs #1017
2025-05-13 17:19:30 -07:00
9650c5de10
Removed obsolete details() method, closes #1007
2025-05-13 17:19:30 -07:00
e319069503
Initial implementation of --td and --ta, refs #1005
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Uses new mechanism from #1007
2025-05-13 17:19:30 -07:00
ea4df34563
New response.excute_tool_calls(), refs #1007
2025-05-13 17:19:30 -07:00
387f89d88b
Load tool stuff from database, refs #1010
2025-05-13 17:19:30 -07:00
db642d3013
Ensure all responses have a ULID
2025-05-13 17:19:30 -07:00
f994196b32
tool_calls_or_raise()
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Refs #992 , #998 , #999
2025-05-13 17:19:30 -07:00
32cab986ea
Log tool stuff to the database, refs #1003
2025-05-13 17:19:30 -07:00
4ae6d45f3a
First working prototype of llm -T toolname
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Refs https://github.com/simonw/llm/issues/990#issuecomment-2870630946
2025-05-13 17:19:30 -07:00
8a3c461e46
model.chain() method, tools=[func1, func2]
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Also fixed mypy errors, but had to drop AsyncResponse for the moment.
Refs https://github.com/simonw/llm/issues/937#issuecomment-2870479021
2025-05-13 17:19:30 -07:00
619daa6ff2
.chain().details() debug method
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https://github.com/simonw/llm/issues/937#issuecomment-2870465951
2025-05-13 17:19:30 -07:00
7dbf0b8586
Got a tool call to run through OpenAI
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2870434157
2025-05-13 17:19:30 -07:00
c0ef4f4da1
Enforce chain limit of 5
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2870390330
2025-05-13 17:19:30 -07:00
3b37854c26
Initial Conversation.chain() and ChainResponse
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Refs https://github.com/simonw/llm/issues/937#issuecomment-2870365809
2025-05-13 17:19:30 -07:00
c990578934
ToolCall.tool_call_id property, refs #937
2025-05-13 17:19:30 -07:00
Simon Willison