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Roman Rizzi 1f1c94e5c6
FEATURE: AI Bot RAG support. (#537) 
This PR lets you associate uploads to an AI persona, which we'll split and generate embeddings from. When building the system prompt to get a bot reply, we'll do a similarity search followed by a re-ranking (if available). This will let us find the most relevant fragments from the body of knowledge you associated with the persona, resulting in better, more informed responses.

For now, we'll only allow plain-text files, but this will change in the future.

Commits:

* FEATURE: RAG embeddings for the AI Bot

This first commit introduces a UI where admins can upload text files, which we'll store, split into fragments,
and generate embeddings of. In a next commit, we'll use those to give the bot additional information during
conversations.

* Basic asymmetric similarity search to provide guidance in system prompt

* Fix tests and lint

* Apply reranker to fragments

* Uploads filter, css adjustments and file validations

* Add placeholder for rag fragments

* Update annotations
 		2024-04-01 13:43:34 -03:00
..
20230224165056_create_classification_results_table.rb DEV: Dedicated table for saving classification results (#1) 2023-02-27 16:21:40 -03:00
20230307125342_created_model_accuracy_table.rb FEATURE: Use dedicated reviewables for AI flags. (#4) 2023-03-07 15:39:28 -03:00
20230316160714_create_completion_prompt_table.rb REFACTOR: Store prompts in a dedicated table. (#14) 2023-03-17 15:14:19 -03:00
20230320122645_delete_duplicated_seeded_prompts.rb FIX: Remove old seeded prompts. (#17) 2023-03-20 12:55:38 -03:00
20230320185619_multi_message_completion_prompts.rb FIX: Allow null messages to migrate existing rows (#22) 2023-03-21 12:33:30 -03:00
20230322142028_make_dropped_value_column_nullable.rb FIX: Remove `null: false` from dropped column (#24) 2023-03-22 11:40:20 -03:00
20230406135943_add_provider_to_completion_prompts.rb FEATURE: Anthropic Claude for AIHelper and Summarization modules (#39) 2023-04-10 11:04:42 -03:00
20230424055354_create_ai_api_audit_logs.rb FEATURE: add a table to audit OpenAI usage (#45) 2023-04-26 11:44:29 +10:00
20230519003106_post_custom_prompts.rb FEATURE: add support for GPT <-> Forum integration 2023-05-20 17:45:54 +10:00
20230710171141_enable_pg_vector_extension.rb FEATURE: Support for locally infered embeddings in 100 languages (#115) 2023-07-27 15:50:03 -03:00
20230710171142_create_ai_topic_embeddings_table.rb DEV: Migrations shouldn't rely on the app (#253) 2023-10-16 18:50:37 -03:00
20230710171143_migrate_embeddings_from_dedicated_database.rb FEATURE: Per post embeddings (#387) 2023-12-29 12:28:45 -03:00
20230727170222_create_multilingual_topic_embeddings_table.rb DEV: Migrations shouldn't rely on the app (#253) 2023-10-16 18:50:37 -03:00
20230831033812_rename_ai_helper_add_ai_pm_to_header_setting.rb DEV: rename ai_helper_add_ai_pm_to_header -> ai_bot_add_to_header (#177) 2023-08-31 14:42:28 +10:00
20231003155701_create_bge_topic_embeddings_table.rb DEV: Migrations shouldn't rely on the app (#253) 2023-10-16 18:50:37 -03:00
20231031050538_add_topic_id_post_id_to_ai_audit_log.rb FEATURE: support topic_id and post_id logging in ai audit log (#274) 2023-11-01 08:41:31 +11:00
20231109011155_create_ai_personas.rb FEATURE: basic infrastructure for custom personas (#288) 2023-11-10 11:39:49 +11:00
20231117050928_add_system_and_priority_to_ai_personas.rb FEATURE: UI to update ai personas on admin page (#290) 2023-11-21 16:56:43 +11:00
20231120033747_remove_site_settings.rb FEATURE: UI to update ai personas on admin page (#290) 2023-11-21 16:56:43 +11:00
20231202013850_convert_ai_personas_commands_to_json.rb DEV: Fix various typos (#434) 2024-01-19 12:51:26 +01:00
20231227223301_create_gemini_topic_embeddings_table.rb FEATURE: Support for Gemini Embeddings (#382) 2023-12-28 10:28:01 -03:00
20231228213036_create_ai_post_embeddings_tables.rb FEATURE: Per post embeddings (#387) 2023-12-29 12:28:45 -03:00
20240104013944_add_params_to_completion_prompt.rb FIX: AI helper not working correctly with mixtral (#399) 2024-01-04 09:53:47 -03:00
20240126013358_create_openai_text_embedding_tables.rb FEATURE: add support for new OpenAI embedding models (#445) 2024-01-29 13:24:30 -03:00
20240202010752_add_temperature_top_p_to_ai_personas.rb FEATURE: allow personas to supply top_p and temperature params (#459) 2024-02-03 07:09:34 +11:00
20240209044519_add_user_id_mentionable_default_llm_to_ai_personas.rb FEATURE: mentionable personas and random picker tool, context limits (#466) 2024-02-15 16:37:59 +11:00
20240213051213_add_limits_to_ai_persona.rb FEATURE: mentionable personas and random picker tool, context limits (#466) 2024-02-15 16:37:59 +11:00
20240309034751_add_shared_ai_conversations.rb FEATURE: Share conversations with AI via a URL (#521) 2024-03-12 16:51:41 +11:00
20240309034752_create_rag_document_fragment_table.rb FEATURE: AI Bot RAG support. (#537) 2024-04-01 13:43:34 -03:00
20240313165121_embedding_tables_for_rag_uploads.rb FEATURE: AI Bot RAG support. (#537) 2024-04-01 13:43:34 -03:00
20240322035907_add_images_to_ai_personas.rb FEATURE: Add vision support to AI personas (Claude 3) (#546) 2024-03-27 14:30:11 +11:00