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Author SHA1 Message Date
Simon Willison
301db6d76c responses.resolved_model column and response.set_resolved_model(model_id) method, closes #1117 2025-05-28 07:17:03 -07:00
Simon Willison
6bab712cdd Fix for module 'builtins' has no attribute 'instance_id, closes #1107 2025-05-27 13:13:28 -07:00
Simon Willison
9e25055765 Turn incorrect tool names into errors, closes #1104 2025-05-27 09:29:05 -07:00
Simon Willison
e4ecb86421
Log tool_instances to database (#1098) 
* Log tool_instances to database, closes #1089
* Tested for both sync and async models
 2025-05-26 21:01:55 -07:00
Simon Willison
1dc7a1d1f9 Monotonic ULIDs, refs #1099 2025-05-26 19:49:42 -07:00
Simon Willison
a87e4505ff Remove obsolete details: mechanism from ChainResults, closes #1087 2025-05-25 22:43:45 -07:00
Simon Willison
bb336d33a0
Toolbox class for class-based tool collections (#1086) 
* Toolbox class for class-based tool collections

Refs #1059, #1058, #1057
 2025-05-25 22:42:52 -07:00
Arjan Mossel
5d6f96a908
Provide response_json type hint (#1077) 2025-05-24 13:46:36 -07:00
Simon Willison
36477cf9e5 llm chat -c and llm -c carry forward tools, closes #1020 2025-05-23 21:10:51 -07:00
Simon Willison
d2886d4692 Record which plugin a tool came from, including in DB - refs #1020 2025-05-23 15:44:12 -07:00
Simon Willison
3e3492898c Conversations using tools in Python API 
Refs #1033
 2025-05-21 23:05:16 -07:00
Simon Willison
e172e9e52d Clean up one more comment 2025-05-21 21:42:46 -07:00
Simon Willison
3cb875fa3d
Async tool support (#1063) 
* 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
Simon Willison
bd2180df7d
llm chat --tool and --functions (#1062) 
* Tool support for llm chat, closes #1004
 2025-05-20 21:30:27 -07:00
Simon Willison
2df619e7d8 --chain-limit option, closes #1025 2025-05-13 21:52:39 -04:00
Simon Willison
c81f0560e0 Fixed remaining mypy problems, refs #1023 
Refs https://github.com/simonw/llm/pull/996#issuecomment-2878191352
 2025-05-13 17:19:30 -07:00
Simon Willison
96f910bb30 Fix for TypeError: 'coroutine' object is not iterable 2025-05-13 17:19:30 -07:00
Simon Willison
a029e0b70c AsyncModel.chain() raises NotImplementedError, closes #1021 2025-05-13 17:19:30 -07:00
Simon Willison
5ae20bd549 Guard against chunk=None from models 
Bug that I encountered while working on #1019
 2025-05-13 17:19:30 -07:00
Simon Willison
1efb14f294 Upgrade condense-json 
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
Simon Willison
a50de8b57a ChainResponse.log_to_db() method and test, refs #1017, #1003 2025-05-13 17:19:30 -07:00
Simon Willison
5162cabbe1 First test for tools, plus vcr+syrupy, refs #1017 2025-05-13 17:19:30 -07:00
Simon Willison
9650c5de10 Removed obsolete details() method, closes #1007 2025-05-13 17:19:30 -07:00
Simon Willison
e319069503 Initial implementation of --td and --ta, refs #1005 
Uses new mechanism from #1007
 2025-05-13 17:19:30 -07:00
Simon Willison
ea4df34563 New response.excute_tool_calls(), refs #1007 2025-05-13 17:19:30 -07:00
Simon Willison
387f89d88b Load tool stuff from database, refs #1010 2025-05-13 17:19:30 -07:00
Simon Willison
db642d3013 Ensure all responses have a ULID 2025-05-13 17:19:30 -07:00
Simon Willison
f994196b32 tool_calls_or_raise() 
Refs #992, #998, #999
 2025-05-13 17:19:30 -07:00
Simon Willison
32cab986ea Log tool stuff to the database, refs #1003 2025-05-13 17:19:30 -07:00
Simon Willison
4ae6d45f3a First working prototype of llm -T toolname 
Refs https://github.com/simonw/llm/issues/990#issuecomment-2870630946
 2025-05-13 17:19:30 -07:00
Simon Willison
8a3c461e46 model.chain() method, tools=[func1, func2] 
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
Simon Willison
619daa6ff2 .chain().details() debug method 
https://github.com/simonw/llm/issues/937#issuecomment-2870465951
 2025-05-13 17:19:30 -07:00
Simon Willison
7dbf0b8586 Got a tool call to run through OpenAI 
Refs https://github.com/simonw/llm/issues/937#issuecomment-2870434157
 2025-05-13 17:19:30 -07:00
Simon Willison
c0ef4f4da1 Enforce chain limit of 5 
Refs https://github.com/simonw/llm/issues/937#issuecomment-2870390330
 2025-05-13 17:19:30 -07:00
Simon Willison
3b37854c26 Initial Conversation.chain() and ChainResponse 
Refs https://github.com/simonw/llm/issues/937#issuecomment-2870365809
 2025-05-13 17:19:30 -07:00
Simon Willison
c990578934 ToolCall.tool_call_id property, refs #937 2025-05-13 17:19:30 -07:00
Simon Willison
290c311ce1 prompt.tools and prompt.tool_results no longer optional 
They will always be at least an empty list
 2025-05-13 17:19:30 -07:00
Simon Willison
7e574e59b7 Prompt.tool_results property 
Refs https://github.com/simonw/llm/issues/937#issuecomment-2869124983
 2025-05-13 17:19:30 -07:00
Simon Willison
6ad5e7936f ToolResult dataclass 
Refs https://github.com/simonw/llm/issues/937#issuecomment-2869123620
 2025-05-13 17:19:30 -07:00
Simon Willison
8b57c2b226 Dropped Tool.output_schema 
Refs https://github.com/simonw/llm/issues/935#issuecomment-2869120546
 2025-05-13 17:19:30 -07:00
Simon Willison
8c2393f909 Stash function in tool.implementation 
Refs https://github.com/simonw/llm/issues/935#issuecomment-2869084490
 2025-05-13 17:19:30 -07:00
Simon Willison
5aac6b76f0 response.tool_calls() methods 
Refs https://github.com/simonw/llm/issues/936#issuecomment-2869082672
 2025-05-13 17:19:30 -07:00
Simon Willison
7b450c8215 Response.add_tool_call() method and ToolCall class 
Refs https://github.com/simonw/llm/issues/936#issuecomment-2869064678
 2025-05-13 17:19:30 -07:00
Simon Willison
84ab4cd409 supports_tools Model property, Tool.function(..., name=) option 
Refs https://github.com/simonw/llm/issues/935#issuecomment-2869042481
 2025-05-13 17:19:30 -07:00
Simon Willison
fc76048b37 Pass tools around a bit 
Refs https://github.com/simonw/llm/issues/935#issuecomment-2869032532
 2025-05-13 17:19:30 -07:00
Simon Willison
51e2c714d1 WIP Tool definition class 
Refs https://github.com/simonw/llm/issues/935#issuecomment-2869002227
 2025-05-13 17:19:30 -07:00
Simon Willison
f740a5cbbd
Fragments (#859) 
* WIP fragments: schema plus reading but not yet writing, refs #617
* Unique index on fragments.alias, refs #617
* Fragments are now persisted, added basic CLI commands
* Fragment aliases work now, refs #617
* Improved help for -f/--fragment
* Support fragment hash as well
* Documentation for fragments
* Better non-JSON display of llm fragments list
* llm fragments -q search option
* _truncate_string is now truncate_string
* Use condense_json to avoid duplicate data in JSON in DB, refs #617
* Follow up to 3 redirects for fragments
* Python API docs for fragments= and system_fragments=
* Fragment aliases cannot contain a : - this is to ensure we can add custom fragment loaders later on, refs https://github.com/simonw/llm/pull/859#issuecomment-2761534692
* Use template fragments when running prompts
* llm fragments show command plus llm fragments group tests
* Tests for fragments family of commands
* Test for --save with fragments
* Add fragments tables to docs/logging.md
* Slightly better llm fragments --help
* Handle fragments in past conversations correctly
* Hint at llm prompt --help in llm --help, closes #868
* llm logs -f filter plus show fragments in llm logs --json
* Include prompt and system fragments in llm logs -s
* llm logs markdown fragment output and tests, refs #617
 2025-04-05 17:22:37 -07:00
Simon Willison
f35ac31c21
llm logs --schema, --data, --data-array and --data-key options (#785) 
* llm logs --schema option, refs #782
* --data and --data-array and --data-key options, refs #782
* Tests for llm logs --schema options, refs #785
* Also implemented --schema ID lookup, refs #780
* Using --data-key implies --data
* Docs for llm logs --schema and --data etc
 2025-02-26 21:51:08 -08:00
Simon Willison
9922d5bb6a model.prompt(prompt= is now optional, closes #784 2025-02-26 19:31:38 -08:00
Simon Willison
62c90dd472
llm prompt --schema X option and model.prompt(..., schema=) parameter (#777) 
Refs #776

* Implemented new llm prompt --schema and model.prompt(schema=)
* Log schema to responses.schema_id and schemas table
* Include schema in llm logs Markdown output
* Test for schema=pydantic_model
* Initial --schema CLI documentation
* Python docs for schema=
* Advanced plugin docs on schemas
 2025-02-26 16:58:28 -08:00