diff --git a/lightrag/api/routers/query_routes.py b/lightrag/api/routers/query_routes.py index 600e680e4c4d141f8aee3e6cf41c8acf087a0fd4..6fe86f799226cf6fede3d294cec304d85eb34131 100644 --- a/lightrag/api/routers/query_routes.py +++ b/lightrag/api/routers/query_routes.py @@ -78,6 +78,11 @@ class QueryRequest(BaseModel): description="Number of complete conversation turns (user-assistant pairs) to consider in the response context.", ) + user_prompt: Optional[str] = Field( + default=None, + description="User-provided prompt for the query. If provided, this will be used instead of the default value from prompt template.", + ) + @field_validator("query", mode="after") @classmethod def query_strip_after(cls, query: str) -> str: diff --git a/lightrag/api/webui/assets/_basePickBy-Dv6p6ahL.js b/lightrag/api/webui/assets/_basePickBy--_O36kXE.js similarity index 95% rename from lightrag/api/webui/assets/_basePickBy-Dv6p6ahL.js rename to lightrag/api/webui/assets/_basePickBy--_O36kXE.js index a9ca6bd3edb847f2bf2cdd1d862c04438ef52ef2..4dc1549b431c285afea7c867e78bc96324af1c31 100644 Binary files a/lightrag/api/webui/assets/_basePickBy-Dv6p6ahL.js and b/lightrag/api/webui/assets/_basePickBy--_O36kXE.js differ diff --git a/lightrag/api/webui/assets/_baseUniq-D7fwxRvj.js b/lightrag/api/webui/assets/_baseUniq-D81M49Y6.js similarity index 98% rename from lightrag/api/webui/assets/_baseUniq-D7fwxRvj.js rename to lightrag/api/webui/assets/_baseUniq-D81M49Y6.js index 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a/lightrag/api/webui/assets/xychartDiagram-VJFVF3MP-DfkirVzk.js and b/lightrag/api/webui/assets/xychartDiagram-VJFVF3MP-5OclOI0o.js differ diff --git a/lightrag/api/webui/index.html b/lightrag/api/webui/index.html index 81aba4f04d28f0624fbcd65b4516143b76b0c3f6..b4557561d62a19c0a47e30ce3f96564da5d5b531 100644 Binary files a/lightrag/api/webui/index.html and b/lightrag/api/webui/index.html differ diff --git a/lightrag/base.py b/lightrag/base.py index b1f63fa545a7bbce98a0b3b07c332cc6b3a01443..c6035f7051c5ba1c743bd978ee8f8a23fc146476 100644 --- a/lightrag/base.py +++ b/lightrag/base.py @@ -93,6 +93,11 @@ class QueryParam: This allows using different models for different query modes. """ + user_prompt: str | None = None + """User-provided prompt for the query. + If proivded, this will be use instead of the default vaulue from prompt template. + """ + @dataclass class StorageNameSpace(ABC): diff --git a/lightrag/operate.py b/lightrag/operate.py index 0ca3747c8cf7f04604c3622dc63c00c9e4446fff..3ffca35a0aa32f921b8e15a897784b55edfa1dba 100644 --- a/lightrag/operate.py +++ b/lightrag/operate.py @@ -925,11 +925,18 @@ async def kg_query( query_param.conversation_history, query_param.history_turns ) + # Build system prompt + user_prompt = ( + query_param.user_prompt + if query_param.user_prompt + else PROMPTS["DEFAULT_USER_PROMPT"] + ) sys_prompt_temp = system_prompt if system_prompt else PROMPTS["rag_response"] sys_prompt = sys_prompt_temp.format( context_data=context, response_type=query_param.response_type, history=history_context, + user_prompt=user_prompt, ) if query_param.only_need_prompt: @@ -1907,11 +1914,18 @@ async def naive_query( query_param.conversation_history, query_param.history_turns ) + # Build system prompt + user_prompt = ( + query_param.user_prompt + if query_param.user_prompt + else PROMPTS["DEFAULT_USER_PROMPT"] + ) sys_prompt_temp = system_prompt if system_prompt else PROMPTS["naive_rag_response"] sys_prompt = sys_prompt_temp.format( content_data=text_units_str, response_type=query_param.response_type, history=history_context, + user_prompt=user_prompt, ) if query_param.only_need_prompt: @@ -1957,6 +1971,7 @@ async def naive_query( return response +# TODO: Deprecated, use user_prompt in QueryParam instead async def kg_query_with_keywords( query: str, knowledge_graph_inst: BaseGraphStorage, @@ -2079,6 +2094,7 @@ async def kg_query_with_keywords( return response +# TODO: Deprecated, use user_prompt in QueryParam instead async def query_with_keywords( query: str, prompt: str, diff --git a/lightrag/prompt.py b/lightrag/prompt.py index 5616f66ae1e2321c94a297f05cac615b73f55d63..201d2c15c1056d2149429cb87670eef0026aaf5a 100644 --- a/lightrag/prompt.py +++ b/lightrag/prompt.py @@ -12,6 +12,8 @@ PROMPTS["DEFAULT_COMPLETION_DELIMITER"] = "<|COMPLETE|>" PROMPTS["DEFAULT_ENTITY_TYPES"] = ["organization", "person", "geo", "event", "category"] +PROMPTS["DEFAULT_USER_PROMPT"] = "n/a" + PROMPTS["entity_extraction"] = """---Goal--- Given a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities. Use {language} as output language. @@ -224,7 +226,10 @@ When handling relationships with timestamps: - Ensure the response maintains continuity with the conversation history. - List up to 5 most important reference sources at the end under "References" section. Clearly indicating whether each source is from Knowledge Graph (KG) or Vector Data (DC), and include the file path if available, in the following format: [KG/DC] file_path - If you don't know the answer, just say so. -- Do not make anything up. Do not include information not provided by the Knowledge Base.""" +- Do not make anything up. Do not include information not provided by the Knowledge Base. +- Addtional user prompt: {user_prompt} + +Response:""" PROMPTS["keywords_extraction"] = """---Role--- @@ -322,8 +327,10 @@ When handling content with timestamps: - Ensure the response maintains continuity with the conversation history. - List up to 5 most important reference sources at the end under "References" section. Clearly indicating each source from Document Chunks(DC), and include the file path if available, in the following format: [DC] file_path - If you don't know the answer, just say so. -- Do not include information not provided by the Document Chunks.""" +- Do not include information not provided by the Document Chunks. +- Addtional user prompt: {user_prompt} +Response:""" PROMPTS[ "similarity_check" diff --git a/lightrag_webui/src/api/lightrag.ts b/lightrag_webui/src/api/lightrag.ts index 5adeb8bef7fb881424735c6f2e14ab2b1c353390..55046e1578a485d1995bd5d392402ea1795b54b8 100644 --- a/lightrag_webui/src/api/lightrag.ts +++ b/lightrag_webui/src/api/lightrag.ts @@ -101,6 +101,8 @@ export type QueryRequest = { conversation_history?: Message[] /** Number of complete conversation turns (user-assistant pairs) to consider in the response context. */ history_turns?: number + /** User-provided prompt for the query. If provided, this will be used instead of the default value from prompt template. */ + user_prompt?: string } export type QueryResponse = { diff --git a/lightrag_webui/src/components/retrieval/QuerySettings.tsx b/lightrag_webui/src/components/retrieval/QuerySettings.tsx index 761d8e457046c153ccee0125711b504aca953d5f..735a4190271dca146325b9757ebff484aacca167 100644 --- a/lightrag_webui/src/components/retrieval/QuerySettings.tsx +++ b/lightrag_webui/src/components/retrieval/QuerySettings.tsx @@ -3,6 +3,7 @@ import { QueryMode, QueryRequest } from '@/api/lightrag' // Removed unused import for Text component import Checkbox from '@/components/ui/Checkbox' import NumberInput from '@/components/ui/NumberInput' +import Input from '@/components/ui/Input' import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/Card' import { Select, @@ -28,7 +29,7 @@ export default function QuerySettings() { {t('retrievePanel.querySettings.parametersTitle')} - {t('retrievePanel.querySettings.parametersDescription')} + {t('retrievePanel.querySettings.parametersDescription')}
@@ -241,6 +242,31 @@ export default function QuerySettings() {
+ {/* User Prompt */} + <> + + + + + + +

{t('retrievePanel.querySettings.userPromptTooltip')}

+ + + +
+ handleChange('user_prompt', e.target.value)} + placeholder={t('retrievePanel.querySettings.userPromptPlaceholder')} + className="h-9" + /> +
+ + {/* Toggle Options */} <>
diff --git a/lightrag_webui/src/locales/ar.json b/lightrag_webui/src/locales/ar.json index 8b07f1bc707b103e6ace7a471068d356f76315bf..5cddc36a671007a891057401aa42b09a9dffb689 100644 --- a/lightrag_webui/src/locales/ar.json +++ b/lightrag_webui/src/locales/ar.json @@ -340,17 +340,15 @@ "historyTurns": "دورات التاريخ", "historyTurnsTooltip": "عدد الدورات الكاملة للمحادثة (أزواج المستخدم-المساعد) التي يجب مراعاتها في سياق الرد", "historyTurnsPlaceholder": "عدد دورات التاريخ", - "hlKeywords": "الكلمات المفتاحية عالية المستوى", - "hlKeywordsTooltip": "قائمة الكلمات المفتاحية عالية المستوى لإعطائها الأولوية في الاسترجاع. افصل بينها بفواصل", - "hlkeywordsPlaceHolder": "أدخل الكلمات المفتاحية", - "llKeywords": "الكلمات المفتاحية منخفضة المستوى", - "llKeywordsTooltip": "قائمة الكلمات المفتاحية منخفضة المستوى لتحسين تركيز الاسترجاع. افصل بينها بفواصل", "onlyNeedContext": "تحتاج فقط إلى السياق", "onlyNeedContextTooltip": "إذا كان صحيحًا، يتم إرجاع السياق المسترجع فقط دون إنشاء رد", "onlyNeedPrompt": "تحتاج فقط إلى المطالبة", "onlyNeedPromptTooltip": "إذا كان صحيحًا، يتم إرجاع المطالبة المولدة فقط دون إنتاج رد", "streamResponse": "تدفق الرد", - "streamResponseTooltip": "إذا كان صحيحًا، يتيح إخراج التدفق للردود في الوقت الفعلي" + "streamResponseTooltip": "إذا كان صحيحًا، يتيح إخراج التدفق للردود في الوقت الفعلي", + "userPrompt": "مطالبة مخصصة", + "userPromptTooltip": "تقديم متطلبات استجابة إضافية إلى نموذج اللغة الكبير (غير متعلقة بمحتوى الاستعلام، فقط لمعالجة المخرجات).", + "userPromptPlaceholder": "أدخل مطالبة مخصصة (اختياري)" } }, "apiSite": { diff --git a/lightrag_webui/src/locales/en.json b/lightrag_webui/src/locales/en.json index 80453d76736cd6c595534b73f20d34a2456814e8..bc29b990ea572988ed89ba5fe16121b96ef8f923 100644 --- a/lightrag_webui/src/locales/en.json +++ b/lightrag_webui/src/locales/en.json @@ -340,17 +340,15 @@ "historyTurns": "History Turns", "historyTurnsTooltip": "Number of complete conversation turns (user-assistant pairs) to consider in the response context", "historyTurnsPlaceholder": "Number of history turns", - "hlKeywords": "High-Level Keywords", - "hlKeywordsTooltip": "List of high-level keywords to prioritize in retrieval. Separate with commas", - "hlkeywordsPlaceHolder": "Enter keywords", - "llKeywords": "Low-Level Keywords", - "llKeywordsTooltip": "List of low-level keywords to refine retrieval focus. Separate with commas", "onlyNeedContext": "Only Need Context", "onlyNeedContextTooltip": "If True, only returns the retrieved context without generating a response", "onlyNeedPrompt": "Only Need Prompt", "onlyNeedPromptTooltip": "If True, only returns the generated prompt without producing a response", "streamResponse": "Stream Response", - "streamResponseTooltip": "If True, enables streaming output for real-time responses" + "streamResponseTooltip": "If True, enables streaming output for real-time responses", + "userPrompt": "User Prompt", + "userPromptTooltip": "Provide additional response requirements to the LLM (unrelated to query content, only for output processing).", + "userPromptPlaceholder": "Enter custom prompt (optional)" } }, "apiSite": { diff --git a/lightrag_webui/src/locales/fr.json b/lightrag_webui/src/locales/fr.json index 993c48a45cfd981b458efd6a38d20d533ada88be..0238e7ecd927bbd96b21e0ff31c96f842a7d2dee 100644 --- a/lightrag_webui/src/locales/fr.json +++ b/lightrag_webui/src/locales/fr.json @@ -340,17 +340,15 @@ "historyTurns": "Tours d'historique", "historyTurnsTooltip": "Nombre de tours complets de conversation (paires utilisateur-assistant) à prendre en compte dans le contexte de la réponse", "historyTurnsPlaceholder": "Nombre de tours d'historique", - "hlKeywords": "Mots-clés de haut niveau", - "hlKeywordsTooltip": "Liste de mots-clés de haut niveau à prioriser dans la récupération. Séparez par des virgules", - "hlkeywordsPlaceHolder": "Entrez les mots-clés", - "llKeywords": "Mots-clés de bas niveau", - "llKeywordsTooltip": "Liste de mots-clés de bas niveau pour affiner la focalisation de la récupération. Séparez par des virgules", "onlyNeedContext": "Besoin uniquement du contexte", "onlyNeedContextTooltip": "Si vrai, ne renvoie que le contexte récupéré sans générer de réponse", "onlyNeedPrompt": "Besoin uniquement de l'invite", "onlyNeedPromptTooltip": "Si vrai, ne renvoie que l'invite générée sans produire de réponse", "streamResponse": "Réponse en flux", - "streamResponseTooltip": "Si vrai, active la sortie en flux pour des réponses en temps réel" + "streamResponseTooltip": "Si vrai, active la sortie en flux pour des réponses en temps réel", + "userPrompt": "Invite personnalisée", + "userPromptTooltip": "Fournir des exigences de réponse supplémentaires au LLM (sans rapport avec le contenu de la requête, uniquement pour le traitement de sortie).", + "userPromptPlaceholder": "Entrez une invite personnalisée (facultatif)" } }, "apiSite": { diff --git a/lightrag_webui/src/locales/zh.json b/lightrag_webui/src/locales/zh.json index dc6213a67a1171aba052c87ecc5e091d0d5069e2..224965083a282c539fe957fd609de6721dd33cbb 100644 --- a/lightrag_webui/src/locales/zh.json +++ b/lightrag_webui/src/locales/zh.json @@ -340,17 +340,15 @@ "historyTurns": "历史轮次", "historyTurnsTooltip": "响应上下文中考虑的完整对话轮次（用户-助手对）数量", "historyTurnsPlaceholder": "历史轮次数", - "hlKeywords": "高级关键词", - "hlKeywordsTooltip": "检索中优先考虑的高级关键词列表。用逗号分隔", - "hlkeywordsPlaceHolder": "输入关键词", - "llKeywords": "低级关键词", - "llKeywordsTooltip": "用于细化检索重点的低级关键词列表。用逗号分隔", "onlyNeedContext": "仅需上下文", "onlyNeedContextTooltip": "如果为True，仅返回检索到的上下文而不生成响应", "onlyNeedPrompt": "仅需提示", "onlyNeedPromptTooltip": "如果为True，仅返回生成的提示而不产生响应", "streamResponse": "流式响应", - "streamResponseTooltip": "如果为True，启用实时流式输出响应" + "streamResponseTooltip": "如果为True，启用实时流式输出响应", + "userPrompt": "用户提示词", + "userPromptTooltip": "向LLM提供额外的响应要求（与查询内容无关，仅用于处理输出）。", + "userPromptPlaceholder": "输入自定义提示词（可选）" } }, "apiSite": { diff --git a/lightrag_webui/src/stores/settings.ts b/lightrag_webui/src/stores/settings.ts index 7de78f1585b1d430f4a8291fa0f4c8a51aa6db6d..fb3246ea3e3b6c1cf9cea6be5ae61f0cfeb13e25 100644 --- a/lightrag_webui/src/stores/settings.ts +++ b/lightrag_webui/src/stores/settings.ts @@ -115,7 +115,8 @@ const useSettingsStoreBase = create()( stream: true, history_turns: 3, hl_keywords: [], - ll_keywords: [] + ll_keywords: [], + user_prompt: '' }, setTheme: (theme: Theme) => set({ theme }), @@ -167,7 +168,7 @@ const useSettingsStoreBase = create()( { name: 'settings-storage', storage: createJSONStorage(() => localStorage), - version: 12, + version: 13, migrate: (state: any, version: number) => { if (version < 2) { state.showEdgeLabel = false @@ -225,6 +226,12 @@ const useSettingsStoreBase = create()( // Clear retrieval history to avoid compatibility issues with MessageWithError type state.retrievalHistory = [] } + if (version < 13) { + // Add user_prompt field for older versions + if (state.querySettings) { + state.querySettings.user_prompt = '' + } + } return state } }