Commit Graph

8 Commits

Author SHA1 Message Date
Paul Kompfner
0373f85b85 Add PerplexityLLMAdapter to enforce Perplexity's message ordering constraints
Perplexity's API is stricter than OpenAI about conversation history:
- Requires strict alternation between user/tool and assistant messages
- Disallows system messages except as the initial message
- Requires the last message to be user or tool

The new adapter transforms messages before sending to satisfy all three
constraints: merging consecutive initial system messages, converting
non-initial system to user, merging consecutive same-role messages, and
removing trailing assistant messages.

Also adds dual-system-instruction warnings to Cerebras, Fireworks,
Mistral, Perplexity, and SambaNova services (matching the existing
BaseOpenAILLMService pattern), and updates the warning text in
BaseOpenAILLMService to be more descriptive.
2026-03-12 14:56:30 -04:00
Mark Backman
ce7d823770 Remove unused imports 2026-01-18 08:22:22 -05:00
Aleix Conchillo Flaqué
2626154a64 update examples and tests copyright and use a proper dash in 2024-2026 2026-01-07 19:32:22 -08:00
Paul Kompfner
fe42187dc1 Implement LLMService.create_llm_specific_message() so that users don't need to just know what value of llm to provide to the LLMSpecificMessage constructor 2025-09-15 14:15:22 -04:00
Paul Kompfner
999e88c942 Add unit tests for AWSBedrockLLMAdapter.get_llm_invocation_params(), focusing on messages specifically 2025-09-15 12:08:21 -04:00
Paul Kompfner
c04df2f28b Add unit tests for AnthropicLLMAdapter.get_llm_invocation_params(), focusing on messages specifically 2025-09-15 11:55:48 -04:00
Paul Kompfner
100ef0ab5c Add unit tests for GeminiLLMAdapter.get_llm_invocation_params(), focusing on messages specifically 2025-09-15 11:38:23 -04:00
Paul Kompfner
42886d7105 Add unit tests for OpenAILLMAdapter.get_llm_invocation_params(), focusing on messages specifically. Also, fix a bug in OpenAILLMAdapter (found thanks to the unit tests) where it wasn't "unwrapping" LLMSpecificMessages. 2025-09-15 11:17:11 -04:00